The SAS System                                                                                                      2676

The CORR Procedure

   1 With Variables:    PERCSMMORT
  52      Variables:    BA_mha             RD_sqftperac       DBH                SM_BA_mha          site_qual1
                        crown_close1       crown_struc1       elevation          site_rock1         terrain1
                        landform1          slope_pos1         position1          slope_perc         aspect1
                        microrelief1       soil_tex1          soil_drain1        Depth_to_RR        Depth_A
                        Depth_B            A_Al               A_Ca               A_Mg               A_K
                        A_Ca_Al            B_Ca_Al            B_Al               B_Ca               B_K
                        B_Mg               pH_A               pH_B               DI                 fiveyearmeantemp
                        fiveyearmeanprecip fiveyearmeanz      annualmintemp      annualmaxtemp      annualmeantemp
                        summermeanprecip   Defol_2002         Defol_2004         Defol_2005         Defol_2006
                        Defol_2007         DSI                total_defol        defol              PERCSM
                        annualmeanprecip   management

                                                 Simple Statistics

Variable                    N         Mean      Std Dev          Sum      Minimum      Maximum   Label

PERCSMMORT                 45      1.74134      3.10484     78.36048            0     13.51351   PERCSMMORT
BA_mha                     45     26.68846      6.35089         1201     17.19793     45.00971   BA_mha
RD_sqftperac               45     98.28456     25.73509         4423     37.47899    173.15755   RD_sqftperac
DBH                        45     36.78767      8.27371         1655     24.69231     73.16667   DBH
SM_BA_mha                  45     23.05926      7.08595         1038     13.70151     44.80630   SM_BA_mha
site_qual1                 45      1.95556      0.60135     88.00000      1.00000      3.00000
crown_close1               45      2.13333      0.62523     96.00000      1.00000      3.00000
crown_struc1               45      1.60000      0.71985     72.00000      1.00000      3.00000
elevation                  45    544.71111    189.86989        24512    225.00000         1200   elevation
site_rock1                 45      1.68889      0.73306     76.00000      1.00000      3.00000
terrain1                   45      2.15556      0.47461     97.00000      1.00000      3.00000
landform1                  45      4.51111      1.57570    203.00000      1.00000      8.00000
slope_pos1                 45      1.97778      0.81153     89.00000      1.00000      5.00000
position1                  45      1.13333      0.40452     51.00000      1.00000      3.00000
slope_perc                 45     17.00000      9.17011    765.00000            0     40.00000   slope_perc
aspect1                    44      1.72727      0.69428     76.00000      1.00000      3.00000
microrelief1               45      1.97778      0.49949     89.00000      1.00000      3.00000
soil_tex1                  45      5.62222      1.65542    253.00000      2.00000      7.00000
soil_drain1                42      1.16667      0.37720     49.00000      1.00000      2.00000
Depth_to_RR                31     40.86403      9.98974         1267     20.35000     64.58000   Depth_to_RR
Depth_A                    29     11.58200      6.42382    335.87800      4.30000     32.00000   Depth_A
Depth_B                    31     21.21735      4.99738    657.73800     11.00000     38.70000   Depth_B
A_Al                       29      3.24044      2.56990     93.97263      0.02290      8.79331   A_Al

The SAS System                                                                                                      2677

The CORR Procedure

                                                 Simple Statistics

Variable                    N         Mean      Std Dev          Sum      Minimum      Maximum   Label

A_Ca                       29      6.13192      6.90503    177.82568      0.68803     25.44952   A_Ca
A_Mg                       29      0.76498      0.64825     22.18450      0.07373      2.43900   A_Mg
A_K                        29      0.22652      0.11234      6.56903      0.04660      0.44267   A_K
A_Ca_Al                    29     51.03536    140.19580         1480      0.09675    669.92695   A_Ca_Al
B_Ca_Al                    31     50.26650    217.78394         1558      0.10084         1198   B_Ca_Al
B_Al                       31      2.24772      1.64988     69.67935      0.01316      5.50402   B_Al
B_Ca                       31      2.36972      3.45426     73.46131      0.24628     15.76054   B_Ca
B_K                        31      0.09475      0.06029      2.93720      0.03060      0.25659   B_K
B_Mg                       31      0.30262      0.31409      9.38115      0.06072      1.32921   B_Mg
pH_A                       29      4.83897      0.49603    140.33000      3.99000      5.84000   pH_A
pH_B                       31      5.14419      0.56834    159.47000      4.56000      7.34000   pH_B
DI                         43     37.69767     13.96345         1621     16.00000     81.00000   DI
fiveyearmeantemp           45      6.28778      1.16527    282.95000      4.91667      9.16667   fiveyearmeantemp
fiveyearmeanprecip         45    109.61901      6.97673         4933     90.06840    122.68200   fiveyearmeanprecip
fiveyearmeanz              45      1.10600      0.30657     49.77000      0.40000      1.44000   fiveyearmeanz
annualmintemp              45      0.64395      1.50348     28.97778     -2.16667      4.00000   annualmintemp
annualmaxtemp              45     12.68395      1.07824    570.77778     10.33333     15.45556   annualmaxtemp
annualmeantemp             45      6.68222      1.15076    300.70000      4.55556      9.27778   annualmeantemp
summermeanprecip           45     39.35025      3.97046         1771     33.04540     47.42180   summermeanprecip
Defol_2002                 45      0.02222      0.14907      1.00000            0      1.00000   Defol_2002
Defol_2004                 45      0.17778      0.38665      8.00000            0      1.00000   Defol_2004
Defol_2005                 45      0.33333      0.47673     15.00000            0      1.00000   Defol_2005
Defol_2006                 45      0.44444      0.50252     20.00000            0      1.00000   Defol_2006
Defol_2007                 45      0.08889      0.28780      4.00000            0      1.00000   Defol_2007
DSI                        45      1.20000      1.47093     54.00000            0      5.00000   DSI
total_defol                45      1.06667      1.09545     48.00000            0      3.00000   total_defol
defol                      45      0.55556      0.50252     25.00000            0      1.00000   defol
PERCSM                     45      0.85272      0.11967     38.37221      0.57377      1.00000   PERCSM
annualmeanprecip           45    106.19227     10.46706         4779     84.75980    128.87782   annualmeanprecip
management                 45      1.66667      0.47673     75.00000      1.00000      2.00000   management

The SAS System                                                                                                      2678

The CORR Procedure

                                         Pearson Correlation Coefficients
                                            Prob > |r| under H0: Rho=0
                                               Number of Observations

                                                            site_    crown_    crown_                site_
              BA_mha  RD_sqftperac       DBH  SM_BA_mha     qual1    close1    struc1  elevation     rock1  terrain1

PERCSMMORT  -0.30008      -0.18638  -0.14652   -0.13528   0.16528  -0.17934  -0.26108    0.01577   0.18455   0.28904
PERCSMMORT    0.0452        0.2202    0.3368     0.3756    0.2779    0.2385    0.0832     0.9181    0.2249    0.0541
                  45            45        45         45        45        45        45         45        45        45

                                          Pearson Correlation Coefficients
                                             Prob > |r| under H0: Rho=0
                                               Number of Observations

                         slope_               slope_                                        soil_    Depth_
            landform1      pos1  position1      perc   aspect1  microrelief1  soil_tex1    drain1     to_RR   Depth_A

PERCSMMORT    0.03269   0.18134    0.09996   0.02448  -0.07223       0.37701    0.01196  -0.05085   0.29786   0.31402
PERCSMMORT     0.8312    0.2332     0.5136    0.8732    0.6412        0.0107     0.9379    0.7491    0.1036    0.0971
                   45        45         45        45        44            45         45        42        31        29

                                           Pearson Correlation Coefficients
                                              Prob > |r| under H0: Rho=0
                                                Number of Observations

             Depth_B       A_Al       A_Ca       A_Mg        A_K    A_Ca_Al    B_Ca_Al       B_Al       B_Ca        B_K

PERCSMMORT   0.19583   -0.06666   -0.16935   -0.20371   -0.21741   -0.15511   -0.13926   -0.08045   -0.30809   -0.38988
PERCSMMORT    0.2911     0.7312     0.3798     0.2892     0.2573     0.4217     0.4550     0.6670     0.0918     0.0301
                  31         29         29         29         29         29         31         31         31         31

The SAS System                                                                                                      2679

The CORR Procedure

                                          Pearson Correlation Coefficients
                                             Prob > |r| under H0: Rho=0
                                                Number of Observations

                B_Mg      pH_A      pH_B        DI  fiveyearmeantemp  fiveyearmeanprecip  fiveyearmeanz  annualmintemp

PERCSMMORT  -0.36681  -0.00915  -0.12865  -0.11220          -0.17827            -0.10411       -0.46032       -0.32094
PERCSMMORT    0.0424    0.9624    0.4904    0.4738            0.2413              0.4961         0.0015         0.0316
                  31        29        31        43                45                  45             45             45

                                         Pearson Correlation Coefficients
                                            Prob > |r| under H0: Rho=0
                                               Number of Observations

                                                                  Defol_     Defol_     Defol_     Defol_     Defol_
            annualmaxtemp   annualmeantemp   summermeanprecip       2002       2004       2005       2006       2007

PERCSMMORT       -0.19243         -0.30101           -0.08699   -0.08551   -0.08343    0.25337    0.24313    0.03371
PERCSMMORT         0.2054           0.0445             0.5699     0.5765     0.5858     0.0931     0.1075     0.8260
                       45               45                 45         45         45         45         45         45

                                 Pearson Correlation Coefficients
                                    Prob > |r| under H0: Rho=0
                                       Number of Observations

                            total_
                 DSI         defol         defol        PERCSM      annualmeanprecip      management

PERCSMMORT   0.10591       0.18957       0.16833       0.06188              -0.02077         0.03547
PERCSMMORT    0.4887        0.2123        0.2690        0.6863                0.8923          0.8170
                  45            45            45            45                    45              45

The SAS System                                                                                                      2680

The CORR Procedure

   1 With Variables:    Dieback_08
  52      Variables:    BA_mha             RD_sqftperac       DBH                SM_BA_mha          site_qual1
                        crown_close1       crown_struc1       elevation          site_rock1         terrain1
                        landform1          slope_pos1         position1          slope_perc         aspect1
                        microrelief1       soil_tex1          soil_drain1        Depth_to_RR        Depth_A
                        Depth_B            A_Al               A_Ca               A_Mg               A_K
                        A_Ca_Al            B_Ca_Al            B_Al               B_Ca               B_K
                        B_Mg               pH_A               pH_B               DI                 fiveyearmeantemp
                        fiveyearmeanprecip fiveyearmeanz      annualmintemp      annualmaxtemp      annualmeantemp
                        summermeanprecip   Defol_2002         Defol_2004         Defol_2005         Defol_2006
                        Defol_2007         DSI                total_defol        defol              PERCSM
                        annualmeanprecip   management

                                                 Simple Statistics

Variable                    N         Mean      Std Dev          Sum      Minimum      Maximum   Label

Dieback_08                 45      8.32621      5.72141    374.67957      2.00000     30.55556   Dieback_08
BA_mha                     45     26.68846      6.35089         1201     17.19793     45.00971   BA_mha
RD_sqftperac               45     98.28456     25.73509         4423     37.47899    173.15755   RD_sqftperac
DBH                        45     36.78767      8.27371         1655     24.69231     73.16667   DBH
SM_BA_mha                  45     23.05926      7.08595         1038     13.70151     44.80630   SM_BA_mha
site_qual1                 45      1.95556      0.60135     88.00000      1.00000      3.00000
crown_close1               45      2.13333      0.62523     96.00000      1.00000      3.00000
crown_struc1               45      1.60000      0.71985     72.00000      1.00000      3.00000
elevation                  45    544.71111    189.86989        24512    225.00000         1200   elevation
site_rock1                 45      1.68889      0.73306     76.00000      1.00000      3.00000
terrain1                   45      2.15556      0.47461     97.00000      1.00000      3.00000
landform1                  45      4.51111      1.57570    203.00000      1.00000      8.00000
slope_pos1                 45      1.97778      0.81153     89.00000      1.00000      5.00000
position1                  45      1.13333      0.40452     51.00000      1.00000      3.00000
slope_perc                 45     17.00000      9.17011    765.00000            0     40.00000   slope_perc
aspect1                    44      1.72727      0.69428     76.00000      1.00000      3.00000
microrelief1               45      1.97778      0.49949     89.00000      1.00000      3.00000
soil_tex1                  45      5.62222      1.65542    253.00000      2.00000      7.00000
soil_drain1                42      1.16667      0.37720     49.00000      1.00000      2.00000
Depth_to_RR                31     40.86403      9.98974         1267     20.35000     64.58000   Depth_to_RR
Depth_A                    29     11.58200      6.42382    335.87800      4.30000     32.00000   Depth_A
Depth_B                    31     21.21735      4.99738    657.73800     11.00000     38.70000   Depth_B
A_Al                       29      3.24044      2.56990     93.97263      0.02290      8.79331   A_Al

The SAS System                                                                                                      2681

The CORR Procedure

                                                 Simple Statistics

Variable                    N         Mean      Std Dev          Sum      Minimum      Maximum   Label

A_Ca                       29      6.13192      6.90503    177.82568      0.68803     25.44952   A_Ca
A_Mg                       29      0.76498      0.64825     22.18450      0.07373      2.43900   A_Mg
A_K                        29      0.22652      0.11234      6.56903      0.04660      0.44267   A_K
A_Ca_Al                    29     51.03536    140.19580         1480      0.09675    669.92695   A_Ca_Al
B_Ca_Al                    31     50.26650    217.78394         1558      0.10084         1198   B_Ca_Al
B_Al                       31      2.24772      1.64988     69.67935      0.01316      5.50402   B_Al
B_Ca                       31      2.36972      3.45426     73.46131      0.24628     15.76054   B_Ca
B_K                        31      0.09475      0.06029      2.93720      0.03060      0.25659   B_K
B_Mg                       31      0.30262      0.31409      9.38115      0.06072      1.32921   B_Mg
pH_A                       29      4.83897      0.49603    140.33000      3.99000      5.84000   pH_A
pH_B                       31      5.14419      0.56834    159.47000      4.56000      7.34000   pH_B
DI                         43     37.69767     13.96345         1621     16.00000     81.00000   DI
fiveyearmeantemp           45      6.28778      1.16527    282.95000      4.91667      9.16667   fiveyearmeantemp
fiveyearmeanprecip         45    109.61901      6.97673         4933     90.06840    122.68200   fiveyearmeanprecip
fiveyearmeanz              45      1.10600      0.30657     49.77000      0.40000      1.44000   fiveyearmeanz
annualmintemp              45      0.64395      1.50348     28.97778     -2.16667      4.00000   annualmintemp
annualmaxtemp              45     12.68395      1.07824    570.77778     10.33333     15.45556   annualmaxtemp
annualmeantemp             45      6.68222      1.15076    300.70000      4.55556      9.27778   annualmeantemp
summermeanprecip           45     39.35025      3.97046         1771     33.04540     47.42180   summermeanprecip
Defol_2002                 45      0.02222      0.14907      1.00000            0      1.00000   Defol_2002
Defol_2004                 45      0.17778      0.38665      8.00000            0      1.00000   Defol_2004
Defol_2005                 45      0.33333      0.47673     15.00000            0      1.00000   Defol_2005
Defol_2006                 45      0.44444      0.50252     20.00000            0      1.00000   Defol_2006
Defol_2007                 45      0.08889      0.28780      4.00000            0      1.00000   Defol_2007
DSI                        45      1.20000      1.47093     54.00000            0      5.00000   DSI
total_defol                45      1.06667      1.09545     48.00000            0      3.00000   total_defol
defol                      45      0.55556      0.50252     25.00000            0      1.00000   defol
PERCSM                     45      0.85272      0.11967     38.37221      0.57377      1.00000   PERCSM
annualmeanprecip           45    106.19227     10.46706         4779     84.75980    128.87782   annualmeanprecip
management                 45      1.66667      0.47673     75.00000      1.00000      2.00000   management

The SAS System                                                                                                      2682

The CORR Procedure

                                         Pearson Correlation Coefficients
                                            Prob > |r| under H0: Rho=0
                                               Number of Observations

                                                            site_    crown_    crown_                site_
              BA_mha  RD_sqftperac       DBH  SM_BA_mha     qual1    close1    struc1  elevation     rock1  terrain1

Dieback_08  -0.36024      -0.23364  -0.20055   -0.31716   0.16339  -0.22126  -0.12432   -0.10479   0.00938   0.13771
Dieback_08    0.0151        0.1224    0.1865     0.0338    0.2835    0.1441    0.4158     0.4933    0.9512    0.3670
                  45            45        45         45        45        45        45         45        45        45

                                          Pearson Correlation Coefficients
                                             Prob > |r| under H0: Rho=0
                                               Number of Observations

                         slope_               slope_                                        soil_    Depth_
            landform1      pos1  position1      perc   aspect1  microrelief1  soil_tex1    drain1     to_RR   Depth_A

Dieback_08   -0.21160   0.15275    0.10524  -0.11245   0.01003       0.37269    0.18436  -0.01213   0.07374   0.23950
Dieback_08     0.1629    0.3165     0.4914    0.4620    0.9485        0.0117     0.2254    0.9392    0.6934    0.2108
                   45        45         45        45        44            45         45        42        31        29

                                           Pearson Correlation Coefficients
                                              Prob > |r| under H0: Rho=0
                                                Number of Observations

             Depth_B       A_Al       A_Ca       A_Mg        A_K    A_Ca_Al    B_Ca_Al       B_Al       B_Ca        B_K

Dieback_08  -0.12256    0.17648   -0.31440   -0.36427   -0.41214   -0.18783   -0.17636    0.10007   -0.32595   -0.30320
Dieback_08    0.5113     0.3598     0.0967     0.0521     0.0263     0.3292     0.3426     0.5922     0.0735     0.0973
                  31         29         29         29         29         29         31         31         31         31

The SAS System                                                                                                      2683

The CORR Procedure

                                          Pearson Correlation Coefficients
                                             Prob > |r| under H0: Rho=0
                                                Number of Observations

                B_Mg      pH_A      pH_B        DI  fiveyearmeantemp  fiveyearmeanprecip  fiveyearmeanz  annualmintemp

Dieback_08  -0.33182  -0.06788  -0.24932  -0.10092          -0.33983             0.00021       -0.48134       -0.26955
Dieback_08    0.0682    0.7264    0.1762    0.5196            0.0224              0.9989         0.0008         0.0734
                  31        29        31        43                45                  45             45             45

                                         Pearson Correlation Coefficients
                                            Prob > |r| under H0: Rho=0
                                               Number of Observations

                                                                  Defol_     Defol_     Defol_     Defol_     Defol_
            annualmaxtemp   annualmeantemp   summermeanprecip       2002       2004       2005       2006       2007

Dieback_08       -0.33338         -0.34351           -0.01299   -0.08308   -0.15077    0.24804    0.26348    0.11110
Dieback_08         0.0252           0.0209             0.9325     0.5874     0.3228     0.1004     0.0803     0.4675
                       45               45                 45         45         45         45         45         45

                                 Pearson Correlation Coefficients
                                    Prob > |r| under H0: Rho=0
                                       Number of Observations

                            total_
                 DSI         defol         defol        PERCSM      annualmeanprecip      management

Dieback_08   0.07772       0.19348       0.26420      -0.03685              -0.04552         0.17914
Dieback_08    0.6118        0.2029        0.0795        0.8101                0.7665          0.2390
                  45            45            45            45                    45              45

The SAS System                                                                                                      2684

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read                         73
Number of Observations Used                         31
Number of Observations with Missing Values          42

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     3       66.26410       22.08803       1.95    0.1453
Error                    27      305.80302       11.32604
Corrected Total          30      372.06712

Root MSE              3.36542    R-Square     0.1781
Dependent Mean        2.10393    Adj R-Sq     0.0868
Coeff Var           159.95834

                                           Parameter Estimates

                                            Parameter       Standard                              Variance
Variable          Label             DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept         Intercept          1        4.26636        1.14507       3.73      0.0009              0
B_Ca              B_Ca               1        0.02187        0.40071       0.05      0.9569        5.07464
B_Mg              B_Mg               1       -2.52048        4.86642      -0.52      0.6087        6.18830
B_K               B_K                1      -15.31952       13.09438      -1.17      0.2523        1.65072

The SAS System                                                                                                      2685

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

                                     Collinearity Diagnostics

                             Condition    -----------------Proportion of Variation----------------
  Number     Eigenvalue          Index      Intercept           B_Ca           B_Mg            B_K

       1        3.28938        1.00000        0.01890        0.00955        0.00694        0.01365
       2        0.52631        2.49997        0.21920        0.09303        0.01737        0.03429
       3        0.13271        4.97867        0.76187        0.07269        0.00223        0.72070
       4        0.05160        7.98422     0.00003152        0.82473        0.97347        0.23135

The SAS System                                                                                                      2686

The REG Procedure
Model: MODEL2
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read                         73
Number of Observations Used                         31
Number of Observations with Missing Values          42

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2       97.83560       48.91780       4.99    0.0140
Error                    28      274.23152        9.79398
Corrected Total          30      372.06712

Root MSE              3.12953    R-Square     0.2630
Dependent Mean        2.10393    Adj R-Sq     0.2103
Coeff Var           148.74678

                                           Parameter Estimates

                                            Parameter       Standard                              Variance
Variable          Label             DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept         Intercept          1       -0.57236        6.95755      -0.08      0.9350              0
annualmintemp     annualmintemp      1       -1.60627        0.92510      -1.74      0.0935        6.22340
annualmeantemp    annualmeantemp     1        0.59728        1.12253       0.53      0.5989        6.22340

The SAS System                                                                                                      2687

The REG Procedure
Model: MODEL2
Dependent Variable: PERCSMMORT PERCSMMORT

                                Collinearity Diagnostics

                             Condition    ------------Proportion of Variation-----------
  Number     Eigenvalue          Index      Intercept    annualmintemp    annualmeantemp

       1        2.43314        1.00000     0.00097541          0.01185        0.00084887
       2        0.56401        2.07702        0.00234          0.15851        0.00052180
       3        0.00284       29.25098        0.99669          0.82964           0.99863

The SAS System                                                                                                      2688

The REG Procedure
Model: MODEL3
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read                         73
Number of Observations Used                         31
Number of Observations with Missing Values          42

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2       59.16020       29.58010       2.65    0.0885
Error                    28      312.90692       11.17525
Corrected Total          30      372.06712

Root MSE              3.34294    R-Square     0.1590
Dependent Mean        2.10393    Adj R-Sq     0.0989
Coeff Var           158.88996

                                           Parameter Estimates

                                            Parameter       Standard                              Variance
Variable          Label             DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept         Intercept          1        7.55295        2.67110       2.83      0.0086              0
BA_mha            BA_mha             1       -0.12417        0.09482      -1.31      0.2010        1.03272
crown_struc1                         1       -1.29023        0.79225      -1.63      0.1146        1.03272

The SAS System                                                                                                      2689

The REG Procedure
Model: MODEL3
Dependent Variable: PERCSMMORT PERCSMMORT

                              Collinearity Diagnostics

                                          ---------Proportion of Variation---------
                             Condition                                       crown_
  Number     Eigenvalue          Index      Intercept         BA_mha         struc1

       1        2.85734        1.00000        0.00600        0.00654        0.01847
       2        0.11395        5.00745        0.05675        0.09612        0.96658
       3        0.02871        9.97695        0.93724        0.89734        0.01495

The SAS System                                                                                                      2690

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2      170.32844       85.16422       2.01    0.1545
Error                    26     1102.59530       42.40751
Corrected Total          28     1272.92374

Root MSE              6.51210    R-Square     0.1338
Dependent Mean        8.29733    Adj R-Sq     0.0672
Coeff Var            78.48435

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       18.26276        5.21158       3.50      0.0017              0
BA_mha              BA_mha               1       -0.30091        0.29746      -1.01      0.3210        2.43990
SM_BA_mha           SM_BA_mha            1       -0.08551        0.25877      -0.33      0.7437        2.43990

The SAS System                                                                                                      2691

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

                              Collinearity Diagnostics

                             Condition    ---------Proportion of Variation---------
  Number     Eigenvalue          Index      Intercept         BA_mha      SM_BA_mha

       1        2.93764        1.00000        0.00606        0.00253        0.00428
       2        0.04789        7.83207        0.64811        0.00620        0.32354
       3        0.01447       14.24715        0.34583        0.99127        0.67219

The SAS System                                                                                                      2692

The REG Procedure
Model: MODEL2
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      274.12671       45.68779       1.01    0.4463
Error                    22      998.79702       45.39986
Corrected Total          28     1272.92374

Root MSE              6.73794    R-Square     0.2154
Dependent Mean        8.29733    Adj R-Sq     0.0014
Coeff Var            81.20616

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       14.52781        3.18549       4.56      0.0002              0
A_Ca                A_Ca                 1        0.18821        0.51437       0.37      0.7179        7.78025
A_Mg                A_Mg                 1       -1.20224        6.45680      -0.19      0.8540       10.80481
A_K                 A_K                  1      -23.52562       21.89474      -1.07      0.2942        3.73122
B_Ca                B_Ca                 1       -0.49349        1.39475      -0.35      0.7268       14.98467
B_Mg                B_Mg                 1        0.63887       18.96006       0.03      0.9734       22.72718
B_K                 B_K                  1       -1.03297       37.57126      -0.03      0.9783        3.17573

The SAS System                                                                                                      2693

The REG Procedure
Model: MODEL2
Dependent Variable: Dieback_08 Dieback_08

       Collinearity Diagnostics

                             Condition
  Number     Eigenvalue          Index

       1        5.64192        1.00000
       2        0.62042        3.01558
       3        0.43607        3.59697
       4        0.13673        6.42367
       5        0.11505        7.00289
       6        0.04001       11.87548
       7        0.00982       23.97185

                                             Collinearity Diagnostics

            ---------------------------------------Proportion of Variation---------------------------------------
  Number      Intercept           A_Ca           A_Mg            A_K           B_Ca           B_Mg            B_K

       1        0.00371        0.00171        0.00104        0.00140     0.00099258     0.00057022        0.00214
       2        0.06209        0.00172     0.00005636        0.01237        0.02726        0.00509        0.00747
       3        0.01484        0.07036        0.01090        0.00329        0.00274        0.00644        0.04132
       4        0.00271        0.09988        0.12578        0.00187        0.03009        0.02227        0.06897
       5        0.68793    8.005988E-7        0.01094        0.01052        0.03635     0.00068003        0.24105
       6        0.21871        0.25137        0.01346        0.77589        0.10014        0.00258        0.18285
       7        0.01002        0.57496        0.83782        0.19466        0.80241        0.96237        0.45621

The SAS System                                                                                                      2694

The REG Procedure
Model: MODEL3
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     4      501.69551      125.42388       3.90    0.0140
Error                    24      771.22823       32.13451
Corrected Total          28     1272.92374

Root MSE              5.66873    R-Square     0.3941
Dependent Mean        8.29733    Adj R-Sq     0.2931
Coeff Var            68.31995

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       14.64518       16.79896       0.87      0.3920              0
annualmintemp       annualmintemp        1       38.49524       16.36079       2.35      0.0272      530.16318
annualmaxtemp       annualmaxtemp        1       40.77405       17.50362       2.33      0.0286      418.08525
annualmeantemp      annualmeantemp       1      -80.07224       33.85708      -2.37      0.0265     1530.12703
fiveyearmeantemp    fiveyearmeantemp     1       -1.80939        1.56281      -1.16      0.2583        2.19172

The SAS System                                                                                                      2695

The REG Procedure
Model: MODEL3
Dependent Variable: Dieback_08 Dieback_08

                                               Collinearity Diagnostics

                           Condition   ----------------------------Proportion of Variation----------------------------
  Number    Eigenvalue         Index     Intercept   annualmintemp   annualmaxtemp   annualmeantemp   fiveyearmeantemp

       1       4.40718       1.00000    0.00019325      0.00003389      0.00000109       0.00000100         0.00048118
       2       0.58076       2.75475    0.00048100         0.00198      0.00000143      1.377745E-7         0.00032121
       3       0.00826      23.09551       0.00424      0.00000587      0.00039932       0.00030110            0.82039
       4       0.00379      34.10045       0.72763         0.00439      0.00068766       0.00062401            0.11236
       5    0.00001024     656.11278       0.26745         0.99360         0.99891          0.99907            0.06645

The SAS System                                                                                                      2696

The REG Procedure
Model: MODEL4
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2      211.90652      105.95326       2.60    0.0937
Error                    26     1061.01722       40.80835
Corrected Total          28     1272.92374

Root MSE              6.38814    R-Square     0.1665
Dependent Mean        8.29733    Adj R-Sq     0.1024
Coeff Var            76.99034

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       23.23008       14.96093       1.55      0.1326              0
annualmintemp       annualmintemp        1       -1.14072        1.00137      -1.14      0.2650        1.56391
annualmaxtemp       annualmaxtemp        1       -1.07865        1.20640      -0.89      0.3795        1.56391

The SAS System                                                                                                      2697

The REG Procedure
Model: MODEL4
Dependent Variable: Dieback_08 Dieback_08

                                Collinearity Diagnostics

                             Condition    -----------Proportion of Variation-----------
  Number     Eigenvalue          Index      Intercept    annualmintemp    annualmaxtemp

       1        2.44246        1.00000     0.00096799          0.04355       0.00092355
       2        0.55451        2.09873        0.00164          0.61700       0.00099373
       3        0.00302       28.42348        0.99740          0.33945          0.99808

The SAS System                                                                                                      2698

The REG Procedure
Model: MODEL5
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2      224.06644      112.03322       2.78    0.0807
Error                    26     1048.85730       40.34067
Corrected Total          28     1272.92374

Root MSE              6.35143    R-Square     0.1760
Dependent Mean        8.29733    Adj R-Sq     0.1126
Coeff Var            76.54789

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       25.00383       14.39135       1.74      0.0941              0
annualmintemp       annualmintemp        1        0.13469        1.89601       0.07      0.9439        5.67168
annualmeantemp      annualmeantemp       1       -2.43341        2.30955      -1.05      0.3017        5.67168

The SAS System                                                                                                      2699

The REG Procedure
Model: MODEL5
Dependent Variable: Dieback_08 Dieback_08

                                Collinearity Diagnostics

                             Condition    ------------Proportion of Variation-----------
  Number     Eigenvalue          Index      Intercept    annualmintemp    annualmeantemp

       1        2.48251        1.00000     0.00097083          0.01256        0.00082925
       2        0.51458        2.19644        0.00274          0.17569        0.00062554
       3        0.00291       29.21604        0.99629          0.81175           0.99855

The SAS System                                                                                                      2700

The REG Procedure
Model: MODEL6
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2      225.25477      112.62739       2.80    0.0795
Error                    26     1047.66896       40.29496
Corrected Total          28     1272.92374

Root MSE              6.34783    R-Square     0.1770
Dependent Mean        8.29733    Adj R-Sq     0.1136
Coeff Var            76.50451

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       21.60094       15.08728       1.43      0.1641              0
annualmeantemp      annualmeantemp       1       -2.61838        2.04120      -1.28      0.2109        4.43525
annualmaxtemp       annualmaxtemp        1        0.37521        2.01880       0.19      0.8540        4.43525

The SAS System                                                                                                      2701

The REG Procedure
Model: MODEL6
Dependent Variable: Dieback_08 Dieback_08

                                Collinearity Diagnostics

                             Condition    ------------Proportion of Variation-----------
  Number     Eigenvalue          Index      Intercept    annualmeantemp    annualmaxtemp

       1        2.98353        1.00000     0.00068053        0.00075316       0.00023050
       2        0.01511       14.05358        0.19716           0.22896       0.00003808
       3        0.00137       46.73897        0.80216           0.77028          0.99973

The SAS System                                                                                                      2702

The REG Procedure
Model: MODEL7
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2      154.64820       77.32410       1.80    0.1857
Error                    26     1118.27554       43.01060
Corrected Total          28     1272.92374

Root MSE              6.55825    R-Square     0.1215
Dependent Mean        8.29733    Adj R-Sq     0.0539
Coeff Var            79.04046

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1        5.05244        2.47878       2.04      0.0518              0
defol               defol                1        0.20911        4.52562       0.05      0.9635        2.52874
Defol_2006          Defol_2006           1        4.71060        4.07438       1.16      0.2581        2.52874

The SAS System                                                                                                      2703

The REG Procedure
Model: MODEL7
Dependent Variable: Dieback_08 Dieback_08

                              Collinearity Diagnostics

                             Condition    ---------Proportion of Variation---------
  Number     Eigenvalue          Index      Intercept          defol     Defol_2006

       1        2.74074        1.00000        0.02801        0.01214        0.01659
       2        0.19887        3.71237        0.76490        0.01822        0.22755
       3        0.06039        6.73678        0.20709        0.96964        0.75586

The SAS System                                                                                                      2704

The REG Procedure
Model: MODEL8
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2      172.73808       86.36904       2.04    0.1502
Error                    26     1100.18565       42.31483
Corrected Total          28     1272.92374

Root MSE              6.50499    R-Square     0.1357
Dependent Mean        8.29733    Adj R-Sq     0.0692
Coeff Var            78.39855

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       11.04276        1.82279       6.06      <.0001              0
A_Ca                A_Ca                 1       -0.21529        0.19820      -1.09      0.2873        1.23938
B_Mg                B_Mg                 1       -4.50068        4.27452      -1.05      0.3021        1.23938

The SAS System                                                                                                      2705

The REG Procedure
Model: MODEL8
Dependent Variable: Dieback_08 Dieback_08

                              Collinearity Diagnostics

                             Condition    ---------Proportion of Variation---------
  Number     Eigenvalue          Index      Intercept           A_Ca           B_Mg

       1        2.39042        1.00000        0.06064        0.06109        0.05719
       2        0.32960        2.69304        0.62875        0.70976        0.00165
       3        0.27998        2.92195        0.31061        0.22916        0.94116

The SAS System                                                                                                      2706

The REG Procedure
Model: MODEL9
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         73
Number of Observations Used                         29
Number of Observations with Missing Values          44

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     2      152.88542       76.44271       1.77    0.1895
Error                    26     1120.03832       43.07840
Corrected Total          28     1272.92374

Root MSE              6.56341    R-Square     0.1201
Dependent Mean        8.29733    Adj R-Sq     0.0524
Coeff Var            79.10273

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       10.39159        1.66437       6.24      <.0001              0
A_Ca                A_Ca                 1       -0.19879        0.22563      -0.88      0.3864        1.57775
B_Ca                B_Ca                 1       -0.34939        0.44086      -0.79      0.4352        1.57775

The SAS System                                                                                                      2707

The REG Procedure
Model: MODEL9
Dependent Variable: Dieback_08 Dieback_08

                              Collinearity Diagnostics

                             Condition    ---------Proportion of Variation---------
  Number     Eigenvalue          Index      Intercept           A_Ca           B_Ca

       1        2.34373        1.00000        0.06964        0.05374        0.05951
       2        0.42699        2.34285        0.80786        0.03008        0.31232
       3        0.22928        3.19721        0.12251        0.91617        0.62817

The SAS System                                                                                                      2708

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   12.9251     71.8914     72.8973      3.09061  annualmintemp
       1     0.2198    0.1929   14.8388     73.3428     74.1724      3.16381  fiveyearmeanz
       1     0.1862    0.1582   16.6397     74.6492     75.3229      3.23119  microrelief1
       1     0.1075    0.0767   20.8617     77.5121     77.8546      3.38388  crown_struc1
       1     0.0949    0.0637   21.5365     77.9461     78.2398      3.40765  B_Ca
       1     0.0607    0.0283   23.3723     79.0970     79.2628      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615    6.9600     66.9933     68.8113      2.81413  microrelief1 fiveyearmeanz
       2     0.3737    0.3290    8.5861     68.5317     70.0579      2.88484  crown_struc1 fiveyearmeanz
       2     0.3656    0.3203    9.0215     68.9311     70.3824      2.90348  microrelief1 annualmintemp
       2     0.3284    0.2804   11.0178     70.6987     71.8240      2.98745  fiveyearmeanz annualmintemp
       2     0.3155    0.2667   11.7049     71.2845     72.3036      3.01580  B_Ca fiveyearmeanz
       2     0.2897    0.2390   13.0893     72.4322     73.2461      3.07215  B_Ca annualmintemp
       2     0.2669    0.2145   14.3143     73.4135     74.0551      3.12116  annualmintemp Defol_2005
       2     0.2645    0.2120   14.4424     73.5143     74.1384      3.12624  crown_struc1 annualmintemp
       2     0.2403    0.1861   15.7386     74.5167     74.9681      3.17720  microrelief1 B_Ca
       2     0.2204    0.1647   16.8087     75.3205     75.6357      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   16.8277     75.3346     75.6474      3.21939  fiveyearmeanz Defol_2005
       2     0.2056    0.1489   17.6001     75.9018     76.1197      3.24898  microrelief1 crown_struc1
       2     0.1463    0.0853   20.7801     78.1336     77.9880      3.36806  crown_struc1 B_Ca
       2     0.1431    0.0819   20.9547     78.2516     78.0872      3.37447  B_Ca Defol_2005
       2     0.1366    0.0749   21.3005     78.4840     78.2828      3.38715  crown_struc1 Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4593    0.3992    5.9970     65.9772     68.5203      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4590    0.3988    6.0144     65.9958     68.5339      2.73052  microrelief1 B_Ca fiveyearmeanz
       3     0.4490    0.3878    6.5486     66.5614     68.9495      2.75554  microrelief1 crown_struc1 fiveyearmeanz
       3     0.4122    0.3468    8.5244     68.5679     70.4342      2.84618  microrelief1 fiveyearmeanz Defol_2005
       3     0.4059    0.3399    8.8593     68.8954     70.6782      2.86125  crown_struc1 fiveyearmeanz Defol_2005
       3     0.4028    0.3364    9.0263     69.0575     70.7991      2.86874  crown_struc1 B_Ca fiveyearmeanz

The SAS System                                                                                                      2709

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.3863    0.3181    9.9095     69.9008     71.4299      2.90803  crown_struc1 fiveyearmeanz annualmintemp
       3     0.3854    0.3171    9.9593     69.9477     71.4651      2.91023  microrelief1 B_Ca annualmintemp
       3     0.3797    0.3108   10.2648     70.2337     71.6798      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3786    0.3095   10.3255     70.2902     71.7222      2.92635  B_Ca fiveyearmeanz annualmintemp
       3     0.3779    0.3088   10.3599     70.3223     71.7463      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3687    0.2985   10.8562     70.7800     72.0909      2.94956  microrelief1 crown_struc1 annualmintemp
       3     0.3179    0.2421   13.5774     73.1766     73.9102      3.06581  B_Ca fiveyearmeanz Defol_2005
       3     0.2975    0.2195   14.6717     74.0904     74.6109      3.11133  B_Ca annualmintemp Defol_2005
       3     0.2913    0.2126   15.0049     74.3634     74.8210      3.12506  crown_struc1 B_Ca annualmintemp
       3     0.2740    0.1934   15.9306     75.1095     75.3968      3.16289  crown_struc1 annualmintemp Defol_2005
       3     0.2692    0.1880   16.1883     75.3140     75.5551      3.17334  microrelief1 B_Ca Defol_2005
       3     0.2443    0.1603   17.5254     76.3540     76.3632      3.22702  microrelief1 crown_struc1 B_Ca
       3     0.2312    0.1457   18.2307     76.8890     76.7807      3.25498  microrelief1 crown_struc1 Defol_2005
       3     0.1758    0.0842   21.1992     79.0442     78.4768      3.37012  crown_struc1 B_Ca Defol_2005
------------------------------------------------------------------------------------------------------------------------
       4     0.5206    0.4469    4.7064     64.2432     68.2177      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4918    0.4136    6.2553     66.0570     69.3931      2.69687  microrelief1 B_Ca fiveyearmeanz
                                                                              annualmintemp
       4     0.4798    0.3997    6.8990     66.7806     69.8674      2.72853  microrelief1 crown_struc1 fiveyearmeanz
                                                                              Defol_2005
       4     0.4784    0.3981    6.9739     66.8637     69.9221      2.73219  microrelief1 crown_struc1 B_Ca
                                                                              fiveyearmeanz
       4     0.4709    0.3895    7.3724     67.3022     70.2112      2.75158  microrelief1 B_Ca fiveyearmeanz Defol_2005
       4     0.4676    0.3857    7.5490     67.4945     70.3383      2.76013  microrelief1 crown_struc1 fiveyearmeanz
                                                                              annualmintemp
       4     0.4477    0.3627    8.6191     68.6353     71.0971      2.81138  crown_struc1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4323    0.3449    9.4450     69.4878     71.6695      2.85031  crown_struc1 B_Ca fiveyearmeanz Defol_2005
       4     0.4246    0.3361    9.8558     69.9033     71.9500      2.86947  B_Ca fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4130    0.3227   10.4800     70.5242     72.3712      2.89835  crown_struc1 B_Ca fiveyearmeanz
                                                                              annualmintemp

The SAS System                                                                                                      2710

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.3951    0.3021   11.4361     71.4517     73.0050      2.94204  microrelief1 crown_struc1 B_Ca
                                                                              annualmintemp
       4     0.3948    0.3017   11.4568     71.4714     73.0186      2.94297  microrelief1 B_Ca annualmintemp Defol_2005
       4     0.3827    0.2877   12.1037     72.0832     73.4397      2.97216  microrelief1 crown_struc1 annualmintemp
                                                                              Defol_2005
       4     0.2986    0.1907   16.6121     76.0414     76.2216      3.16809  crown_struc1 B_Ca annualmintemp Defol_2005
       4     0.2702    0.1579   18.1375     77.2738     77.1081      3.23169  microrelief1 crown_struc1 B_Ca Defol_2005
------------------------------------------------------------------------------------------------------------------------
       5     0.5479    0.4574    5.2462     64.4303     69.6177      2.59401  microrelief1 B_Ca fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5323    0.4387    6.0819     65.4808     70.2009      2.63834  microrelief1 crown_struc1 fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5064    0.4077    7.4675     67.1476     71.1440      2.71023  microrelief1 crown_struc1 B_Ca
                                                                              fiveyearmeanz Defol_2005
       5     0.4940    0.3928    8.1343     67.9190     71.5880      2.74416  microrelief1 crown_struc1 B_Ca
                                                                              fiveyearmeanz annualmintemp
       5     0.4683    0.3619    9.5156     69.4583     72.4886      2.81314  crown_struc1 B_Ca fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.4065    0.2878   12.8286     72.8656     74.5519      2.97207  microrelief1 crown_struc1 B_Ca
                                                                              annualmintemp Defol_2005
------------------------------------------------------------------------------------------------------------------------
       6     0.5525    0.4406    7.0000     66.1139     72.0271      2.63403  microrelief1 crown_struc1 B_Ca
                                                                              fiveyearmeanz annualmintemp Defol_2005

The SAS System                                                                                                      2711

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      205.55277       34.25880       4.94    0.0020
Error                    24      166.51435        6.93810
Corrected Total          30      372.06712

Root MSE              2.63403    R-Square     0.5525
Dependent Mean        2.10393    Adj R-Sq     0.4406
Coeff Var           125.19532

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        5.90562        4.56383       1.29      0.2080              0
microrelief1                       1        2.61658        1.23133       2.13      0.0441        1.31117
crown_struc1                       1       -0.44925        0.90549      -0.50      0.6243        2.17288
B_Ca             B_Ca              1       -0.15802        0.15192      -1.04      0.3086        1.19081
fiveyearmeanz    fiveyearmeanz     1       -6.14607        2.19662      -2.80      0.0100        1.84708
annualmintemp    annualmintemp     1       -0.77007        0.49024      -1.57      0.1293        2.46704
Defol_2005       Defol_2005        1       -2.40734        1.35978      -1.77      0.0894        2.04603

The SAS System                                                                                                      2712

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Durbin-Watson D                2.041
Number of Observations            31
1st Order Autocorrelation     -0.022

The SAS System                                                                                                      2713

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   14.4314     71.8914     72.7575      3.09061  annualmintemp
       1     0.2198    0.1929   16.4173     73.3428     74.0352      3.16381  fiveyearmeanz
       1     0.1862    0.1582   18.2861     74.6492     75.1883      3.23119  microrelief1
       1     0.1346    0.1047   21.1620     76.5579     76.8786      3.33221  B_Mg
       1     0.1075    0.0767   22.6674     77.5121     77.7261      3.38388  crown_struc1
       1     0.0607    0.0283   25.2727     79.0970     79.1379      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615    8.1658     66.9933     68.5930      2.81413  microrelief1 fiveyearmeanz
       2     0.3737    0.3290    9.8532     68.5317     69.8440      2.88484  crown_struc1 fiveyearmeanz
       2     0.3656    0.3203   10.3051     68.9311     70.1697      2.90348  microrelief1 annualmintemp
       2     0.3439    0.2971   11.5110     69.9723     71.0211      2.95265  B_Mg fiveyearmeanz
       2     0.3294    0.2815   12.3185     70.6504     71.5772      2.98512  B_Mg annualmintemp
       2     0.3284    0.2804   12.3767     70.6987     71.6168      2.98745  fiveyearmeanz annualmintemp
       2     0.2814    0.2301   14.9875     72.7918     73.3422      3.09002  microrelief1 B_Mg
       2     0.2669    0.2145   15.7975     73.4135     73.8572      3.12116  annualmintemp Defol_2005
       2     0.2645    0.2120   15.9305     73.5143     73.9409      3.12624  crown_struc1 annualmintemp
       2     0.2204    0.1647   18.3861     75.3205     75.4446      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   18.4058     75.3346     75.4564      3.21939  fiveyearmeanz Defol_2005
       2     0.2056    0.1489   19.2073     75.9018     75.9307      3.24898  microrelief1 crown_struc1
       2     0.1995    0.1423   19.5464     76.1387     76.1292      3.26141  B_Mg Defol_2005
       2     0.1864    0.1283   20.2758     76.6422     76.5515      3.28801  crown_struc1 B_Mg
       2     0.1366    0.0749   23.0473     78.4840     78.1034      3.38715  crown_struc1 Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4906    0.4340    5.3473     64.1267     66.8578      2.64943  microrelief1 B_Mg fiveyearmeanz
       3     0.4593    0.3992    7.0910     65.9772     68.2170      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4490    0.3878    7.6634     66.5614     68.6490      2.75554  microrelief1 crown_struc1 fiveyearmeanz
       3     0.4328    0.3697    8.5671     67.4618     69.3174      2.79585  crown_struc1 B_Mg fiveyearmeanz
       3     0.4225    0.3583    9.1399     68.0193     69.7330      2.82110  microrelief1 B_Mg annualmintemp
       3     0.4127    0.3475    9.6821     68.5379     70.1208      2.84480  B_Mg fiveyearmeanz annualmintemp

The SAS System                                                                                                      2714

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.4122    0.3468    9.7137     68.5679     70.1433      2.84618  microrelief1 fiveyearmeanz Defol_2005
       3     0.4059    0.3399   10.0612     68.8954     70.3889      2.86125  crown_struc1 fiveyearmeanz Defol_2005
       3     0.3863    0.3181   11.1511     69.9008     71.1456      2.90803  crown_struc1 fiveyearmeanz annualmintemp
       3     0.3797    0.3108   11.5198     70.2337     71.3972      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3779    0.3088   11.6185     70.3223     71.4642      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3687    0.2985   12.1335     70.7800     71.8111      2.94956  microrelief1 crown_struc1 annualmintemp
       3     0.3439    0.2710   13.5107     71.9719     72.7189      3.00681  B_Mg fiveyearmeanz Defol_2005
       3     0.3322    0.2580   14.1650     72.5226     73.1405      3.03364  B_Mg annualmintemp Defol_2005
       3     0.3303    0.2559   14.2667     72.6073     73.2055      3.03779  crown_struc1 B_Mg annualmintemp
       3     0.3210    0.2456   14.7865     73.0368     73.5354      3.05890  microrelief1 B_Mg Defol_2005
       3     0.2848    0.2054   16.7981     74.6446     74.7783      3.13926  microrelief1 crown_struc1 B_Mg
       3     0.2740    0.1934   17.3994     75.1095     75.1399      3.16289  crown_struc1 annualmintemp Defol_2005
       3     0.2312    0.1457   19.7863     76.8890     76.5334      3.25498  microrelief1 crown_struc1 Defol_2005
       3     0.2270    0.1411   20.0168     77.0556     76.6647      3.26374  crown_struc1 B_Mg Defol_2005
------------------------------------------------------------------------------------------------------------------------
       4     0.5249    0.4518    5.4408     63.9684     67.6333      2.60753  microrelief1 B_Mg fiveyearmeanz
                                                                              annualmintemp
       4     0.5206    0.4469    5.6763     64.2432     67.8115      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.5091    0.4335    6.3205     64.9830     68.2935      2.65055  microrelief1 crown_struc1 B_Mg
                                                                              fiveyearmeanz
       4     0.4953    0.4176    7.0880     65.8418     68.8571      2.68752  microrelief1 B_Mg fiveyearmeanz Defol_2005
       4     0.4798    0.3997    7.9516     66.7806     69.4781      2.72853  microrelief1 crown_struc1 fiveyearmeanz
                                                                              Defol_2005
       4     0.4676    0.3857    8.6261     67.4945     69.9540      2.76013  microrelief1 crown_struc1 fiveyearmeanz
                                                                              annualmintemp
       4     0.4511    0.3667    9.5443     68.4408     70.5895      2.80257  crown_struc1 B_Mg fiveyearmeanz Defol_2005
       4     0.4477    0.3627    9.7366     68.6353     70.7208      2.81138  crown_struc1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4442    0.3586    9.9323     68.8320     70.8539      2.82032  crown_struc1 B_Mg fiveyearmeanz
                                                                              annualmintemp
       4     0.4429    0.3572   10.0016     68.9014     70.9009      2.82347  B_Mg fiveyearmeanz annualmintemp
                                                                              Defol_2005

The SAS System                                                                                                      2715

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.4346    0.3476   10.4669     69.3632     71.2144      2.84458  microrelief1 crown_struc1 B_Mg
                                                                              annualmintemp
       4     0.4265    0.3382   10.9168     69.8033     71.5144      2.86485  microrelief1 B_Mg annualmintemp Defol_2005
       4     0.3827    0.2877   13.3526     72.0832     73.0883      2.97216  microrelief1 crown_struc1 annualmintemp
                                                                              Defol_2005
       4     0.3329    0.2303   16.1223     74.4870     74.7834      3.08965  crown_struc1 B_Mg annualmintemp Defol_2005
       4     0.3212    0.2168   16.7754     75.0276     75.1697      3.11671  microrelief1 crown_struc1 B_Mg Defol_2005
------------------------------------------------------------------------------------------------------------------------
       5     0.5651    0.4781    5.2027     63.2266     68.4390      2.54413  microrelief1 B_Mg fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5323    0.4387    7.0282     65.4808     69.7000      2.63834  microrelief1 crown_struc1 fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5263    0.4315    7.3640     65.8782     69.9265      2.65530  microrelief1 crown_struc1 B_Mg
                                                                              fiveyearmeanz annualmintemp
       5     0.5262    0.4315    7.3656     65.8801     69.9276      2.65538  microrelief1 crown_struc1 B_Mg
                                                                              fiveyearmeanz Defol_2005
       5     0.4841    0.3809    9.7124     68.5234     71.4668      2.77104  crown_struc1 B_Mg fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.4397    0.3277   12.1786     71.0780     73.0091      2.88760  microrelief1 crown_struc1 B_Mg
                                                                              annualmintemp Defol_2005
------------------------------------------------------------------------------------------------------------------------
       6     0.5687    0.4609    7.0000     64.9659     70.8791      2.58570  microrelief1 crown_struc1 B_Mg
                                                                              fiveyearmeanz annualmintemp Defol_2005

The SAS System                                                                                                      2716

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      211.60656       35.26776       5.27    0.0014
Error                    24      160.46056        6.68586
Corrected Total          30      372.06712

Root MSE              2.58570    R-Square     0.5687
Dependent Mean        2.10393    Adj R-Sq     0.4609
Coeff Var           122.89846

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        5.63874        4.48805       1.26      0.2211              0
microrelief1                       1        2.62391        1.20873       2.17      0.0401        1.31114
crown_struc1                       1       -0.39768        0.88340      -0.45      0.6566        2.14619
B_Mg             B_Mg              1       -2.30870        1.62111      -1.42      0.1673        1.16331
fiveyearmeanz    fiveyearmeanz     1       -5.82237        2.17310      -2.68      0.0131        1.87594
annualmintemp    annualmintemp     1       -0.74150        0.48210      -1.54      0.1371        2.47587
Defol_2005       Defol_2005        1       -2.09667        1.36366      -1.54      0.1372        2.13535

The SAS System                                                                                                      2717

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Durbin-Watson D                2.076
Number of Observations            31
1st Order Autocorrelation     -0.039

The SAS System                                                                                                      2718

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   19.3225     71.8914     72.3495      3.09061  annualmintemp
       1     0.2198    0.1929   21.5429     73.3428     73.6361      3.16381  fiveyearmeanz
       1     0.1862    0.1582   23.6323     74.6492     74.7976      3.23119  microrelief1
       1     0.1520    0.1228   25.7620     75.9265     75.9364      3.29844  B_K
       1     0.0607    0.0283   31.4437     79.0970     78.7776      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615   12.0811     66.9933     67.9555      2.81413  microrelief1 fiveyearmeanz
       2     0.3656    0.3203   14.4730     68.9311     69.5510      2.90348  microrelief1 annualmintemp
       2     0.3517    0.3054   15.3366     69.6020     70.1061      2.93507  microrelief1 B_K
       2     0.3347    0.2872   16.3932     70.4036     70.7710      2.97326  B_K annualmintemp
       2     0.3284    0.2804   16.7891     70.6987     71.0163      2.98745  fiveyearmeanz annualmintemp
       2     0.2709    0.2189   20.3625     73.2422     73.1420      3.11255  B_K fiveyearmeanz
       2     0.2669    0.2145   20.6138     73.4135     73.2859      3.12116  annualmintemp Defol_2005
       2     0.2204    0.1647   23.5079     75.3205     74.8944      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   23.5300     75.3346     74.9063      3.21939  fiveyearmeanz Defol_2005
       2     0.1650    0.1053   26.9550     77.4487     76.7034      3.33106  B_K Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4641    0.4046   10.3422     65.6985     67.1267      2.71746  microrelief1 B_K fiveyearmeanz
       3     0.4637    0.4041   10.3699     65.7243     67.1460      2.71858  microrelief1 B_K annualmintemp
       3     0.4593    0.3992   10.6433     65.9772     67.3363      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4122    0.3468   13.5757     68.5679     69.3018      2.84618  microrelief1 fiveyearmeanz Defol_2005
       3     0.3797    0.3108   15.5950     70.2337     70.5820      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3779    0.3088   15.7054     70.3223     70.6504      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3726    0.3029   16.0337     70.5842     70.8529      2.94026  B_K annualmintemp Defol_2005
       3     0.3702    0.3002   16.1850     70.7041     70.9458      2.94595  B_K fiveyearmeanz annualmintemp
       3     0.3531    0.2812   17.2505     71.5357     71.5915      2.98573  microrelief1 B_K Defol_2005
       3     0.2743    0.1937   22.1505     75.0970     74.3933      3.16225  B_K fiveyearmeanz Defol_2005

The SAS System                                                                                                      2719

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.5206    0.4469    8.8255     64.2432     66.6339      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.5109    0.4357    9.4310     64.8663     67.0526      2.64557  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp
       4     0.5076    0.4319    9.6359     65.0743     67.1929      2.65446  microrelief1 B_K annualmintemp Defol_2005
       4     0.4843    0.4050   11.0842     66.5062     68.1660      2.71648  microrelief1 B_K fiveyearmeanz Defol_2005
       4     0.4423    0.3565   13.6982     68.9343     69.8458      2.82497  B_K fiveyearmeanz annualmintemp Defol_2005
------------------------------------------------------------------------------------------------------------------------
       5     0.5982    0.5178    6.0000     60.7721     65.5369      2.44539  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005

The SAS System                                                                                                      2720

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     5      222.56938       44.51388       7.44    0.0002
Error                    25      149.49775        5.97991
Corrected Total          30      372.06712

Root MSE              2.44539    R-Square     0.5982
Dependent Mean        2.10393    Adj R-Sq     0.5178
Coeff Var           116.22919

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        4.10453        2.88154       1.42      0.1667              0
microrelief1                       1        3.21274        1.03164       3.11      0.0046        1.06786
B_K              B_K               1      -18.03290        8.20908      -2.20      0.0375        1.22879
fiveyearmeanz    fiveyearmeanz     1       -4.47397        1.88457      -2.37      0.0256        1.57742
annualmintemp    annualmintemp     1       -1.03978        0.39066      -2.66      0.0134        1.81761
Defol_2005       Defol_2005        1       -2.97830        1.27799      -2.33      0.0281        2.09689

The SAS System                                                                                                      2721

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    19         18.02        0.5210

Durbin-Watson D                1.918
Number of Observations            31
1st Order Autocorrelation      0.041

The SAS System                                                                                                      2722

                                     Plot of residual*predict.  Symbol used is '*'.

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     e    ‚               *        *    *
     s  2 ˆ
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     d    ‚         *                                                                              *
     u    ‚             *            *
     a  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
     l    ‚                  **               *       *
          ‚                     ****
          ‚                            *
       -2 ˆ                             ***
          ‚                                  *
          ‚                                    *
          ‚
       -4 ˆ
          ‚                                                                  *
          ‚
          ‚
       -6 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 2 obs hidden.

The SAS System                                                                                                      2723

                                     Plot of student*predict.  Symbol used is '*'.

          ‚
          ‚
        3 ˆ                                   *
          ‚
          ‚
          ‚
          ‚
     S  2 ˆ
     t    ‚                                                                                       *
     u    ‚                 *
     d    ‚                             *
     e    ‚                        *
     n  1 ˆ               *
     t    ‚
     i    ‚                                                                                        *
     z    ‚         *
     e    ‚             *            *
     d  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
          ‚                  **               *       *
     R    ‚                     ****
     e    ‚
     s    ‚                            ***
     i -1 ˆ
     d    ‚                               *  * *
     u    ‚
     a    ‚
     l    ‚
       -2 ˆ                                                                  *
          ‚
          ‚
          ‚
          ‚
       -3 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 3 obs hidden.

The SAS System                                                                                                      2724

Obs    PERCSMMORT     predict    residual     student

  1       2.3256       2.7363    -0.41074    -0.17733
  2       0.0000       0.7918    -0.79179    -0.40716
  3       3.5714       3.9220    -0.35059    -0.16277
  4       0.0000      -0.9996     0.99958     0.48999
  5       4.8780       4.7236     0.15441     0.06791
  6       0.0000       0.7650    -0.76496    -0.33184
  7       0.0000       1.6576    -1.65763    -0.70509
  8       0.0000       1.8510    -1.85097    -0.79491
  9       0.0000       1.1197    -1.11970    -0.47281
 10       0.0000       0.2335    -0.23353    -0.10930
 11       0.0000       0.9409    -0.94086    -0.41071
 12       3.8462       0.1452     3.70097     1.58916
 13       0.0000      -0.4254     0.42536     0.21621
 14       0.0000       0.2811    -0.28112    -0.12084
 15       0.0000       2.1749    -2.17490    -1.10215
 16       2.5641       7.0894    -4.52531    -2.08963
 17      13.5135      10.1623     3.35121     1.71554
 18      11.3208      10.3293     0.99141     0.50952
 19       0.0000       1.8373    -1.83734    -0.80385
 20       2.1277      -0.1264     2.25405     1.00090
 21       0.0000      -0.0244     0.02438     0.01105
 22       0.0000       0.4617    -0.46172    -0.23012
 23       0.0000      -0.4306     0.43059     0.19240
 24       9.5238       2.7396     6.78417     3.04844
 25       3.8462       1.1686     2.67760     1.15112
 26       0.0000       2.5671    -2.56709    -1.14667
 27       0.0000       2.8181    -2.81806    -1.20249
 28       4.4444       1.9103     2.53415     1.40548
 29       0.0000       2.0142    -2.01416    -0.88467
 30       1.8519       1.4536     0.39821     0.17585
 31       1.4085       1.3341     0.07437     0.03268

The SAS System                                                                                                      2725

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          31    Sum Weights                 31
Mean                        0    Sum Observations             0
Std Deviation      2.23232125    Variance            4.98325817
Skewness           0.89283385    Kurtosis            1.84227452
Uncorrected SS     149.497745    Corrected SS        149.497745
Coeff Variation             .    Std Error Mean      0.40093673

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            2.23232
Median   -0.28112     Variance                 4.98326
Mode       .          Range                   11.30948
                      Interquartile Range      2.64904

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -1.5    Pr >= |M|   0.7201
Signed Rank    S       -24    Pr >= |S|   0.6458

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.945817    Pr < W      0.1196
Kolmogorov-Smirnov    D     0.165459    Pr > D      0.0292
Cramer-von Mises      W-Sq  0.112282    Pr > W-Sq   0.0771
Anderson-Darling      A-Sq  0.619399    Pr > A-Sq   0.0980

The SAS System                                                                                                      2726

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       6.784170
99%            6.784170
95%            3.700967
90%            2.677599
75% Q3         0.991414
50% Median    -0.281123
25% Q1        -1.657629
10%           -2.174898
5%            -2.818055
1%            -4.525306
0% Min        -4.525306

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-4.52531       16         2.53415       28
-2.81806       27         2.67760       25
-2.56709       26         3.35121       17
-2.17490       15         3.70097       12
-2.01416       29         6.78417       24

The SAS System                                                                                                      2727

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      6 8                        1     0         6.5+                                              *
      5                                             |                                                +++
      4                                             |                                           +++++
      3 47                       2     |            |                                       *+*+
      2 357                      3     |            |                                  **+*+
      1 00                       2  +-----+         |                              ++++
      0 012444                   6  |  +  |         |                         ++*******
     -0 98854432                 8  *-----*         |                    *******
     -1 9871                     4  +-----+         |                ****+
     -2 8620                     4     |            |         * *+*+*+
     -3                                |            |        ++++
     -4 5                        1     |        -4.5+   +*+++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2728

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   18.5724     71.8914     72.4079      3.09061  annualmintemp
       1     0.2198    0.1929   20.7568     73.3428     73.6931      3.16381  fiveyearmeanz
       1     0.1862    0.1582   22.8124     74.6492     74.8533      3.23119  microrelief1
       1     0.1520    0.1228   24.9076     75.9265     75.9909      3.29844  B_K
       1     0.1075    0.0767   27.6317     77.5121     77.4076      3.38388  crown_struc1
       1     0.0607    0.0283   30.4974     79.0970     78.8288      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615   11.4807     66.9933     68.0467      2.81413  microrelief1 fiveyearmeanz
       2     0.3737    0.3290   13.3368     68.5317     69.3102      2.88484  crown_struc1 fiveyearmeanz
       2     0.3656    0.3203   13.8338     68.9311     69.6393      2.90348  microrelief1 annualmintemp
       2     0.3517    0.3054   14.6835     69.6020     70.1934      2.93507  microrelief1 B_K
       2     0.3347    0.2872   15.7229     70.4036     70.8570      2.97326  B_K annualmintemp
       2     0.3284    0.2804   16.1125     70.6987     71.1019      2.98745  fiveyearmeanz annualmintemp
       2     0.2709    0.2189   19.6280     73.2422     73.2235      3.11255  B_K fiveyearmeanz
       2     0.2669    0.2145   19.8752     73.4135     73.3671      3.12116  annualmintemp Defol_2005
       2     0.2645    0.2120   20.0214     73.5143     73.4517      3.12624  crown_struc1 annualmintemp
       2     0.2603    0.2075   20.2780     73.6905     73.5996      3.13514  crown_struc1 B_K
       2     0.2204    0.1647   22.7225     75.3205     74.9725      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   22.7441     75.3346     74.9844      3.21939  fiveyearmeanz Defol_2005
       2     0.2056    0.1489   23.6258     75.9018     75.4642      3.24898  microrelief1 crown_struc1
       2     0.1650    0.1053   26.1137     77.4487     76.7779      3.33106  B_K Defol_2005
       2     0.1366    0.0749   27.8496     78.4840     77.6615      3.38715  crown_struc1 Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4641    0.4046    9.8024     65.6985     67.2529      2.71746  microrelief1 B_K fiveyearmeanz
       3     0.4637    0.4041    9.8296     65.7243     67.2722      2.71858  microrelief1 B_K annualmintemp
       3     0.4593    0.3992   10.0985     65.9772     67.4619      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4490    0.3878   10.7282     66.5614     67.9012      2.75554  microrelief1 crown_struc1 fiveyearmeanz
       3     0.4162    0.3513   12.7371     68.3549     69.2594      2.83642  crown_struc1 B_K fiveyearmeanz
       3     0.4122    0.3468   12.9834     68.5679     69.4216      2.84618  microrelief1 fiveyearmeanz Defol_2005

The SAS System                                                                                                      2729

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.4059    0.3399   13.3657     68.8954     69.6715      2.86125  crown_struc1 fiveyearmeanz Defol_2005
       3     0.3863    0.3181   14.5644     69.9008     70.4417      2.90803  crown_struc1 fiveyearmeanz annualmintemp
       3     0.3797    0.3108   14.9700     70.2337     70.6978      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3779    0.3088   15.0786     70.3223     70.7660      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3726    0.3029   15.4017     70.5842     70.9679      2.94026  B_K annualmintemp Defol_2005
       3     0.3702    0.3002   15.5505     70.7041     71.0605      2.94595  B_K fiveyearmeanz annualmintemp
       3     0.3692    0.2991   15.6133     70.7546     71.0995      2.94835  microrelief1 crown_struc1 B_K
       3     0.3687    0.2985   15.6450     70.7800     71.1191      2.94956  microrelief1 crown_struc1 annualmintemp
       3     0.3531    0.2812   16.5987     71.5357     71.7043      2.98573  microrelief1 B_K Defol_2005
       3     0.3526    0.2807   16.6264     71.5574     71.7211      2.98678  crown_struc1 B_K annualmintemp
       3     0.2743    0.1937   21.4194     75.0970     74.4976      3.16225  B_K fiveyearmeanz Defol_2005
       3     0.2740    0.1934   21.4373     75.1095     74.5075      3.16289  crown_struc1 annualmintemp Defol_2005
       3     0.2611    0.1790   22.2323     75.6592     74.9440      3.19106  crown_struc1 B_K Defol_2005
       3     0.2312    0.1457   24.0627     76.8890     75.9255      3.25498  microrelief1 crown_struc1 Defol_2005
------------------------------------------------------------------------------------------------------------------------
       4     0.5206    0.4469    8.3425     64.2432     66.8017      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.5109    0.4357    8.9382     64.8663     67.2184      2.64557  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp
       4     0.5076    0.4319    9.1398     65.0743     67.3581      2.65446  microrelief1 B_K annualmintemp Defol_2005
       4     0.5011    0.4244    9.5375     65.4807     67.6317      2.67191  microrelief1 crown_struc1 B_K
                                                                              fiveyearmeanz
       4     0.4843    0.4050   10.5647     66.5062     68.3267      2.71648  microrelief1 B_K fiveyearmeanz Defol_2005
       4     0.4798    0.3997   10.8453     66.7806     68.5138      2.72853  microrelief1 crown_struc1 fiveyearmeanz
                                                                              Defol_2005
       4     0.4676    0.3857   11.5872     67.4945     69.0027      2.76013  microrelief1 crown_struc1 fiveyearmeanz
                                                                              annualmintemp
       4     0.4651    0.3828   11.7413     67.6408     69.1033      2.76665  crown_struc1 B_K fiveyearmeanz Defol_2005
       4     0.4642    0.3818   11.7979     67.6943     69.1401      2.76903  microrelief1 crown_struc1 B_K
                                                                              annualmintemp
       4     0.4477    0.3627   12.8087     68.6353     69.7907      2.81138  crown_struc1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4423    0.3565   13.1364     68.9343     69.9986      2.82497  B_K fiveyearmeanz annualmintemp Defol_2005

The SAS System                                                                                                      2730

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.4268    0.3387   14.0839     69.7830     70.5919      2.86391  crown_struc1 B_K fiveyearmeanz
                                                                              annualmintemp
       4     0.3874    0.2931   16.5007     71.8482     72.0546      2.96091  crown_struc1 B_K annualmintemp Defol_2005
       4     0.3827    0.2877   16.7861     72.0832     72.2228      2.97216  microrelief1 crown_struc1 annualmintemp
                                                                              Defol_2005
       4     0.3693    0.2722   17.6079     72.7502     72.7020      3.00430  microrelief1 crown_struc1 B_K Defol_2005
------------------------------------------------------------------------------------------------------------------------
       5     0.5982    0.5178    5.5952     60.7721     65.7614      2.44539  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5500    0.4600    8.5450     64.2835     67.7572      2.58788  microrelief1 crown_struc1 B_K
                                                                              fiveyearmeanz Defol_2005
       5     0.5323    0.4387    9.6297     65.4808     68.4606      2.63834  microrelief1 crown_struc1 fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5175    0.4210   10.5347     66.4456     69.0360      2.67971  microrelief1 crown_struc1 B_K
                                                                              fiveyearmeanz annualmintemp
       5     0.5105    0.4126   10.9613     66.8901     69.3037      2.69900  crown_struc1 B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5094    0.4113   11.0304     66.9616     69.3469      2.70211  microrelief1 crown_struc1 B_K
                                                                              annualmintemp Defol_2005
------------------------------------------------------------------------------------------------------------------------
       6     0.6079    0.5099    7.0000     62.0127     67.9259      2.46543  microrelief1 crown_struc1 B_K
                                                                              fiveyearmeanz annualmintemp Defol_2005

The SAS System                                                                                                      2731

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      226.18715       37.69786       6.20    0.0005
Error                    24      145.87997        6.07833
Corrected Total          30      372.06712

Root MSE              2.46543    R-Square     0.6079
Dependent Mean        2.10393    Adj R-Sq     0.5099
Coeff Var           117.18178

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        6.52155        4.27261       1.53      0.1400              0
microrelief1                       1        2.82307        1.15625       2.44      0.0224        1.31969
crown_struc1                       1       -0.63222        0.81948      -0.77      0.4479        2.03143
B_K              B_K               1      -17.81810        8.28104      -2.15      0.0417        1.23018
fiveyearmeanz    fiveyearmeanz     1       -5.18292        2.11057      -2.46      0.0217        1.94641
annualmintemp    annualmintemp     1       -0.86073        0.45715      -1.88      0.0719        2.44870
Defol_2005       Defol_2005        1       -3.03641        1.29067      -2.35      0.0272        2.10406

The SAS System                                                                                                      2732

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    25         23.47        0.5503

Durbin-Watson D                2.033
Number of Observations            31
1st Order Autocorrelation     -0.017

The SAS System                                                                                                      2733

                                     Plot of residual*predict.  Symbol used is '*'.

          ‚
          ‚
        8 ˆ
          ‚
          ‚                                   *
          ‚
        6 ˆ
          ‚
          ‚
          ‚
        4 ˆ
          ‚                 *                                                                     *
     R    ‚
     e    ‚                            *
     s  2 ˆ                  *         *
     i    ‚
     d    ‚        *                                                                               *
     u    ‚            *
     a  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
     l    ‚                  ***           *                   *
          ‚                     ***
          ‚                            *
       -2 ˆ                             ***
          ‚                                  **
          ‚
          ‚
       -4 ˆ
          ‚
          ‚                                                                    *
          ‚
       -6 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 3 obs hidden.

The SAS System                                                                                                      2734

                                     Plot of student*predict.  Symbol used is '*'.

          ‚
          ‚
        3 ˆ                                   *
          ‚
          ‚
          ‚
          ‚
     S  2 ˆ
     t    ‚                                                                                       *
     u    ‚                 *
     d    ‚                            *
     e    ‚
     n  1 ˆ                            *
     t    ‚                  *
     i    ‚        *                                                                               *
     z    ‚            *
     e    ‚            *
     d  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
          ‚                  ***           *                   *
     R    ‚                     ***
     e    ‚
     s    ‚                            * *
     i -1 ˆ                             * *
     d    ‚                                  **
     u    ‚
     a    ‚
     l    ‚
       -2 ˆ
          ‚                                                                    *
          ‚
          ‚
          ‚
       -3 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 2 obs hidden.

The SAS System                                                                                                      2735

Obs    PERCSMMORT     predict    residual     student

  1       2.3256       2.4653    -0.13968    -0.06050
  2       0.0000       0.7684    -0.76839    -0.39197
  3       3.5714       3.5099     0.06150     0.02922
  4       0.0000      -1.1635     1.16347     0.56873
  5       4.8780       5.1542    -0.27614    -0.12421
  6       0.0000       0.5174    -0.51738    -0.22477
  7       0.0000       0.8968    -0.89682    -0.41609
  8       0.0000       1.7386    -1.73859    -0.74201
  9       0.0000       0.3653    -0.36530    -0.16771
 10       0.0000       0.5504    -0.55042    -0.26029
 11       0.0000       0.9875    -0.98747    -0.42770
 12       3.8462       0.2013     3.64488     1.55310
 13       0.0000      -0.5922     0.59218     0.30035
 14       0.0000       0.3356    -0.33559    -0.14314
 15       0.0000       1.9126    -1.91257    -0.97569
 16       2.5641       7.4318    -4.86772    -2.27701
 17      13.5135      10.1167     3.39680     1.72552
 18      11.3208      10.2818     1.03899     0.52990
 19       0.0000       1.9680    -1.96799    -0.85632
 20       2.1277       0.2776     1.85002     0.83739
 21       0.0000      -0.5038     0.50377     0.23588
 22       0.0000       0.8320    -0.83196    -0.42336
 23       0.0000      -0.0252     0.02522     0.01149
 24       9.5238       2.7517     6.77210     3.01836
 25       3.8462       1.6485     2.19769     0.97194
 26       0.0000       2.5812    -2.58122    -1.14364
 27       0.0000       2.6461    -2.64610    -1.12495
 28       4.4444       1.7450     2.69944     1.49540
 29       0.0000       2.1427    -2.14270    -0.93594
 30       1.8519       2.2153    -0.36348    -0.17658
 31       1.4085       1.4650    -0.05653    -0.02471

The SAS System                                                                                                      2736

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          31    Sum Weights                 31
Mean                        0    Sum Observations             0
Std Deviation      2.20514528    Variance            4.86266572
Skewness           0.84367878    Kurtosis            2.22092741
Uncorrected SS     145.879972    Corrected SS        145.879972
Coeff Variation             .    Std Error Mean      0.39605578

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            2.20515
Median   -0.33559     Variance                 4.86267
Mode       .          Range                   11.63982
                      Interquartile Range      2.02646

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -3.5    Pr >= |M|   0.2810
Signed Rank    S       -29    Pr >= |S|   0.5783

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.939584    Pr < W      0.0804
Kolmogorov-Smirnov    D     0.166295    Pr > D      0.0272
Cramer-von Mises      W-Sq  0.138381    Pr > W-Sq   0.0334
Anderson-Darling      A-Sq   0.73673    Pr > A-Sq   0.0491

The SAS System                                                                                                      2737

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       6.772103
99%            6.772103
95%            3.644881
90%            2.699435
75% Q3         1.038993
50% Median    -0.335589
25% Q1        -0.987467
10%           -2.142699
5%            -2.646102
1%            -4.867720
0% Min        -4.867720

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-4.86772       16         2.19769       25
-2.64610       27         2.69944       28
-2.58122       26         3.39680       17
-2.14270       29         3.64488       12
-1.96799       19         6.77210       24

The SAS System                                                                                                      2738

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      6 8                        1     0         6.5+                                              *
      5                                             |                                                +++
      4                                             |                                            ++++
      3 46                       2     |            |                                       *+*++
      2 27                       2     |            |                                   *+*+
      1 029                      3  +-----+         |                              ++***
      0 0156                     4  |  +  |         |                         +++****
     -0 98865443311             11  *-----*         |                  **********
     -1 970                      3  +-----+         |               ***+++
     -2 6610                     4     |            |         * *+*++
     -3                                             |       +++++
     -4 9                        1     0        -4.5+   +*++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2739

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   18.5724     71.8914     72.4079      3.09061  annualmintemp
       1     0.2198    0.1929   20.7568     73.3428     73.6931      3.16381  fiveyearmeanz
       1     0.1862    0.1582   22.8124     74.6492     74.8533      3.23119  microrelief1
       1     0.1520    0.1228   24.9076     75.9265     75.9909      3.29844  B_K
       1     0.1075    0.0767   27.6317     77.5121     77.4076      3.38388  crown_struc1
       1     0.0607    0.0283   30.4974     79.0970     78.8288      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615   11.4807     66.9933     68.0467      2.81413  microrelief1 fiveyearmeanz
       2     0.3737    0.3290   13.3368     68.5317     69.3102      2.88484  crown_struc1 fiveyearmeanz
       2     0.3656    0.3203   13.8338     68.9311     69.6393      2.90348  microrelief1 annualmintemp
       2     0.3517    0.3054   14.6835     69.6020     70.1934      2.93507  microrelief1 B_K
       2     0.3347    0.2872   15.7229     70.4036     70.8570      2.97326  B_K annualmintemp
       2     0.3284    0.2804   16.1125     70.6987     71.1019      2.98745  fiveyearmeanz annualmintemp
       2     0.2709    0.2189   19.6280     73.2422     73.2235      3.11255  B_K fiveyearmeanz
       2     0.2669    0.2145   19.8752     73.4135     73.3671      3.12116  annualmintemp Defol_2005
       2     0.2645    0.2120   20.0214     73.5143     73.4517      3.12624  crown_struc1 annualmintemp
       2     0.2603    0.2075   20.2780     73.6905     73.5996      3.13514  crown_struc1 B_K
       2     0.2204    0.1647   22.7225     75.3205     74.9725      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   22.7441     75.3346     74.9844      3.21939  fiveyearmeanz Defol_2005
       2     0.2056    0.1489   23.6258     75.9018     75.4642      3.24898  crown_struc1 microrelief1
       2     0.1650    0.1053   26.1137     77.4487     76.7779      3.33106  B_K Defol_2005
       2     0.1366    0.0749   27.8496     78.4840     77.6615      3.38715  crown_struc1 Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4641    0.4046    9.8024     65.6985     67.2529      2.71746  microrelief1 B_K fiveyearmeanz
       3     0.4637    0.4041    9.8296     65.7243     67.2722      2.71858  microrelief1 B_K annualmintemp
       3     0.4593    0.3992   10.0985     65.9772     67.4619      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4490    0.3878   10.7282     66.5614     67.9012      2.75554  crown_struc1 microrelief1 fiveyearmeanz
       3     0.4162    0.3513   12.7371     68.3549     69.2594      2.83642  crown_struc1 B_K fiveyearmeanz
       3     0.4122    0.3468   12.9834     68.5679     69.4216      2.84618  microrelief1 fiveyearmeanz Defol_2005

The SAS System                                                                                                      2740

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.4059    0.3399   13.3657     68.8954     69.6715      2.86125  crown_struc1 fiveyearmeanz Defol_2005
       3     0.3863    0.3181   14.5644     69.9008     70.4417      2.90803  crown_struc1 fiveyearmeanz annualmintemp
       3     0.3797    0.3108   14.9700     70.2337     70.6978      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3779    0.3088   15.0786     70.3223     70.7660      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3726    0.3029   15.4017     70.5842     70.9679      2.94026  B_K annualmintemp Defol_2005
       3     0.3702    0.3002   15.5505     70.7041     71.0605      2.94595  B_K fiveyearmeanz annualmintemp
       3     0.3692    0.2991   15.6133     70.7546     71.0995      2.94835  crown_struc1 microrelief1 B_K
       3     0.3687    0.2985   15.6450     70.7800     71.1191      2.94956  crown_struc1 microrelief1 annualmintemp
       3     0.3531    0.2812   16.5987     71.5357     71.7043      2.98573  microrelief1 B_K Defol_2005
       3     0.3526    0.2807   16.6264     71.5574     71.7211      2.98678  crown_struc1 B_K annualmintemp
       3     0.2743    0.1937   21.4194     75.0970     74.4976      3.16225  B_K fiveyearmeanz Defol_2005
       3     0.2740    0.1934   21.4373     75.1095     74.5075      3.16289  crown_struc1 annualmintemp Defol_2005
       3     0.2611    0.1790   22.2323     75.6592     74.9440      3.19106  crown_struc1 B_K Defol_2005
       3     0.2312    0.1457   24.0627     76.8890     75.9255      3.25498  crown_struc1 microrelief1 Defol_2005
------------------------------------------------------------------------------------------------------------------------
       4     0.5206    0.4469    8.3425     64.2432     66.8017      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.5109    0.4357    8.9382     64.8663     67.2184      2.64557  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp
       4     0.5076    0.4319    9.1398     65.0743     67.3581      2.65446  microrelief1 B_K annualmintemp Defol_2005
       4     0.5011    0.4244    9.5375     65.4807     67.6317      2.67191  crown_struc1 microrelief1 B_K
                                                                              fiveyearmeanz
       4     0.4843    0.4050   10.5647     66.5062     68.3267      2.71648  microrelief1 B_K fiveyearmeanz Defol_2005
       4     0.4798    0.3997   10.8453     66.7806     68.5138      2.72853  crown_struc1 microrelief1 fiveyearmeanz
                                                                              Defol_2005
       4     0.4676    0.3857   11.5872     67.4945     69.0027      2.76013  crown_struc1 microrelief1 fiveyearmeanz
                                                                              annualmintemp
       4     0.4651    0.3828   11.7413     67.6408     69.1033      2.76665  crown_struc1 B_K fiveyearmeanz Defol_2005
       4     0.4642    0.3818   11.7979     67.6943     69.1401      2.76903  crown_struc1 microrelief1 B_K
                                                                              annualmintemp
       4     0.4477    0.3627   12.8087     68.6353     69.7907      2.81138  crown_struc1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4423    0.3565   13.1364     68.9343     69.9986      2.82497  B_K fiveyearmeanz annualmintemp Defol_2005

The SAS System                                                                                                      2741

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.4268    0.3387   14.0839     69.7830     70.5919      2.86391  crown_struc1 B_K fiveyearmeanz
                                                                              annualmintemp
       4     0.3874    0.2931   16.5007     71.8482     72.0546      2.96091  crown_struc1 B_K annualmintemp Defol_2005
       4     0.3827    0.2877   16.7861     72.0832     72.2228      2.97216  crown_struc1 microrelief1 annualmintemp
                                                                              Defol_2005
       4     0.3693    0.2722   17.6079     72.7502     72.7020      3.00430  crown_struc1 microrelief1 B_K Defol_2005
------------------------------------------------------------------------------------------------------------------------
       5     0.5982    0.5178    5.5952     60.7721     65.7614      2.44539  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5500    0.4600    8.5450     64.2835     67.7572      2.58788  crown_struc1 microrelief1 B_K
                                                                              fiveyearmeanz Defol_2005
       5     0.5323    0.4387    9.6297     65.4808     68.4606      2.63834  crown_struc1 microrelief1 fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5175    0.4210   10.5347     66.4456     69.0360      2.67971  crown_struc1 microrelief1 B_K
                                                                              fiveyearmeanz annualmintemp
       5     0.5105    0.4126   10.9613     66.8901     69.3037      2.69900  crown_struc1 B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5094    0.4113   11.0304     66.9616     69.3469      2.70211  crown_struc1 microrelief1 B_K
                                                                              annualmintemp Defol_2005
------------------------------------------------------------------------------------------------------------------------
       6     0.6079    0.5099    7.0000     62.0127     67.9259      2.46543  crown_struc1 microrelief1 B_K
                                                                              fiveyearmeanz annualmintemp Defol_2005

The SAS System                                                                                                      2742

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      226.18715       37.69786       6.20    0.0005
Error                    24      145.87997        6.07833
Corrected Total          30      372.06712

Root MSE              2.46543    R-Square     0.6079
Dependent Mean        2.10393    Adj R-Sq     0.5099
Coeff Var           117.18178

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        6.52155        4.27261       1.53      0.1400              0
crown_struc1                       1       -0.63222        0.81948      -0.77      0.4479        2.03143
microrelief1                       1        2.82307        1.15625       2.44      0.0224        1.31969
B_K              B_K               1      -17.81810        8.28104      -2.15      0.0417        1.23018
fiveyearmeanz    fiveyearmeanz     1       -5.18292        2.11057      -2.46      0.0217        1.94641
annualmintemp    annualmintemp     1       -0.86073        0.45715      -1.88      0.0719        2.44870
Defol_2005       Defol_2005        1       -3.03641        1.29067      -2.35      0.0272        2.10406

The SAS System                                                                                                      2743

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    25         23.47        0.5503

Durbin-Watson D                2.033
Number of Observations            31
1st Order Autocorrelation     -0.017

The SAS System                                                                                                      2744

                                     Plot of residual*predict.  Symbol used is '*'.

          ‚
          ‚
        8 ˆ
          ‚
          ‚                                   *
          ‚
        6 ˆ
          ‚
          ‚
          ‚
        4 ˆ
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     R    ‚
     e    ‚                            *
     s  2 ˆ                  *         *
     i    ‚
     d    ‚        *                                                                               *
     u    ‚            *
     a  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
     l    ‚                  ***           *                   *
          ‚                     ***
          ‚                            *
       -2 ˆ                             ***
          ‚                                  **
          ‚
          ‚
       -4 ˆ
          ‚
          ‚                                                                    *
          ‚
       -6 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 3 obs hidden.

The SAS System                                                                                                      2745

                                     Plot of student*predict.  Symbol used is '*'.

          ‚
          ‚
        3 ˆ                                   *
          ‚
          ‚
          ‚
          ‚
     S  2 ˆ
     t    ‚                                                                                       *
     u    ‚                 *
     d    ‚                            *
     e    ‚
     n  1 ˆ                            *
     t    ‚                  *
     i    ‚        *                                                                               *
     z    ‚            *
     e    ‚            *
     d  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
          ‚                  ***           *                   *
     R    ‚                     ***
     e    ‚
     s    ‚                            * *
     i -1 ˆ                             * *
     d    ‚                                  **
     u    ‚
     a    ‚
     l    ‚
       -2 ˆ
          ‚                                                                    *
          ‚
          ‚
          ‚
       -3 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 2 obs hidden.

The SAS System                                                                                                      2746

Obs    PERCSMMORT     predict    residual     student

  1       2.3256       2.4653    -0.13968    -0.06050
  2       0.0000       0.7684    -0.76839    -0.39197
  3       3.5714       3.5099     0.06150     0.02922
  4       0.0000      -1.1635     1.16347     0.56873
  5       4.8780       5.1542    -0.27614    -0.12421
  6       0.0000       0.5174    -0.51738    -0.22477
  7       0.0000       0.8968    -0.89682    -0.41609
  8       0.0000       1.7386    -1.73859    -0.74201
  9       0.0000       0.3653    -0.36530    -0.16771
 10       0.0000       0.5504    -0.55042    -0.26029
 11       0.0000       0.9875    -0.98747    -0.42770
 12       3.8462       0.2013     3.64488     1.55310
 13       0.0000      -0.5922     0.59218     0.30035
 14       0.0000       0.3356    -0.33559    -0.14314
 15       0.0000       1.9126    -1.91257    -0.97569
 16       2.5641       7.4318    -4.86772    -2.27701
 17      13.5135      10.1167     3.39680     1.72552
 18      11.3208      10.2818     1.03899     0.52990
 19       0.0000       1.9680    -1.96799    -0.85632
 20       2.1277       0.2776     1.85002     0.83739
 21       0.0000      -0.5038     0.50377     0.23588
 22       0.0000       0.8320    -0.83196    -0.42336
 23       0.0000      -0.0252     0.02522     0.01149
 24       9.5238       2.7517     6.77210     3.01836
 25       3.8462       1.6485     2.19769     0.97194
 26       0.0000       2.5812    -2.58122    -1.14364
 27       0.0000       2.6461    -2.64610    -1.12495
 28       4.4444       1.7450     2.69944     1.49540
 29       0.0000       2.1427    -2.14270    -0.93594
 30       1.8519       2.2153    -0.36348    -0.17658
 31       1.4085       1.4650    -0.05653    -0.02471

The SAS System                                                                                                      2747

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          31    Sum Weights                 31
Mean                        0    Sum Observations             0
Std Deviation      2.20514528    Variance            4.86266572
Skewness           0.84367878    Kurtosis            2.22092741
Uncorrected SS     145.879972    Corrected SS        145.879972
Coeff Variation             .    Std Error Mean      0.39605578

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            2.20515
Median   -0.33559     Variance                 4.86267
Mode       .          Range                   11.63982
                      Interquartile Range      2.02646

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -3.5    Pr >= |M|   0.2810
Signed Rank    S       -29    Pr >= |S|   0.5783

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.939584    Pr < W      0.0804
Kolmogorov-Smirnov    D     0.166295    Pr > D      0.0272
Cramer-von Mises      W-Sq  0.138381    Pr > W-Sq   0.0334
Anderson-Darling      A-Sq   0.73673    Pr > A-Sq   0.0491

The SAS System                                                                                                      2748

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       6.772103
99%            6.772103
95%            3.644881
90%            2.699435
75% Q3         1.038993
50% Median    -0.335589
25% Q1        -0.987467
10%           -2.142699
5%            -2.646102
1%            -4.867720
0% Min        -4.867720

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-4.86772       16         2.19769       25
-2.64610       27         2.69944       28
-2.58122       26         3.39680       17
-2.14270       29         3.64488       12
-1.96799       19         6.77210       24

The SAS System                                                                                                      2749

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      6 8                        1     0         6.5+                                              *
      5                                             |                                                +++
      4                                             |                                            ++++
      3 46                       2     |            |                                       *+*++
      2 27                       2     |            |                                   *+*+
      1 029                      3  +-----+         |                              ++***
      0 0156                     4  |  +  |         |                         +++****
     -0 98865443311             11  *-----*         |                  **********
     -1 970                      3  +-----+         |               ***+++
     -2 6610                     4     |            |         * *+*++
     -3                                             |       +++++
     -4 9                        1     0        -4.5+   +*++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2750

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   17.4738     71.8914     72.4960      3.09061  annualmintemp
       1     0.2198    0.1929   19.6055     73.3428     73.7792      3.16381  fiveyearmeanz
       1     0.1862    0.1582   21.6115     74.6492     74.9375      3.23119  microrelief1
       1     0.1520    0.1228   23.6562     75.9265     76.0732      3.29844  B_K
       1     0.0949    0.0637   27.0663     77.9461     77.8755      3.40765  B_Ca
       1     0.0607    0.0283   29.1112     79.0970     78.9063      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615   10.6012     66.9933     68.1844      2.81413  microrelief1 fiveyearmeanz
       2     0.3656    0.3203   12.8976     68.9311     69.7728      2.90348  microrelief1 annualmintemp
       2     0.3517    0.3054   13.7268     69.6020     70.3253      2.93507  microrelief1 B_K
       2     0.3347    0.2872   14.7412     70.4036     70.9871      2.97326  B_K annualmintemp
       2     0.3284    0.2804   15.1213     70.6987     71.2313      2.98745  fiveyearmeanz annualmintemp
       2     0.3155    0.2667   15.8867     71.2845     71.7167      3.01580  B_Ca fiveyearmeanz
       2     0.2897    0.2390   17.4288     72.4322     72.6709      3.07215  B_Ca annualmintemp
       2     0.2709    0.2189   18.5521     73.2422     73.3468      3.11255  B_K fiveyearmeanz
       2     0.2669    0.2145   18.7934     73.4135     73.4900      3.12116  annualmintemp Defol_2005
       2     0.2403    0.1861   20.3799     74.5167     74.4146      3.17720  microrelief1 B_Ca
       2     0.2204    0.1647   21.5720     75.3205     75.0907      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   21.5931     75.3346     75.1026      3.21939  fiveyearmeanz Defol_2005
       2     0.1699    0.1106   24.5853     77.2640     76.7342      3.32115  B_Ca B_K
       2     0.1650    0.1053   24.8815     77.4487     76.8910      3.33106  B_K Defol_2005
       2     0.1431    0.0819   26.1903     78.2516     77.5739      3.37447  B_Ca Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4641    0.4046    9.0116     65.6985     67.4437      2.71746  microrelief1 B_K fiveyearmeanz
       3     0.4637    0.4041    9.0381     65.7243     67.4629      2.71858  microrelief1 B_K annualmintemp
       3     0.4593    0.3992    9.3006     65.9772     67.6518      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4590    0.3988    9.3200     65.9958     67.6657      2.73052  microrelief1 B_Ca fiveyearmeanz
       3     0.4122    0.3468   12.1160     68.5679     69.6027      2.84618  microrelief1 fiveyearmeanz Defol_2005
       3     0.3854    0.3171   13.7143     69.9477     70.6541      2.91023  microrelief1 B_Ca annualmintemp

The SAS System                                                                                                      2751

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.3797    0.3108   14.0546     70.2337     70.8732      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3786    0.3095   14.1222     70.2902     70.9165      2.92635  B_Ca fiveyearmeanz annualmintemp
       3     0.3779    0.3088   14.1606     70.3223     70.9410      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3726    0.3029   14.4759     70.5842     71.1420      2.94026  B_K annualmintemp Defol_2005
       3     0.3702    0.3002   14.6211     70.7041     71.2342      2.94595  B_K fiveyearmeanz annualmintemp
       3     0.3531    0.2812   15.6441     71.5357     71.8750      2.98573  microrelief1 B_K Defol_2005
       3     0.3526    0.2807   15.6713     71.5575     71.8919      2.98678  microrelief1 B_Ca B_K
       3     0.3387    0.2652   16.5064     72.2199     72.4046      3.01886  B_Ca B_K annualmintemp
       3     0.3207    0.2453   17.5763     73.0483     73.0488      3.05947  B_Ca B_K fiveyearmeanz
       3     0.3179    0.2421   17.7447     73.1766     73.1489      3.06581  B_Ca fiveyearmeanz Defol_2005
       3     0.2975    0.2195   18.9636     74.0904     73.8638      3.11133  B_Ca annualmintemp Defol_2005
       3     0.2743    0.1937   20.3486     75.0970     74.6558      3.16225  B_K fiveyearmeanz Defol_2005
       3     0.2692    0.1880   20.6530     75.3140     74.8271      3.17334  microrelief1 B_Ca Defol_2005
       3     0.1865    0.0961   25.5944     78.6383     77.4796      3.34813  B_Ca B_K Defol_2005
------------------------------------------------------------------------------------------------------------------------
       4     0.5206    0.4469    7.6352     64.2432     67.0554      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.5109    0.4357    8.2165     64.8663     67.4693      2.64557  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp
       4     0.5076    0.4319    8.4132     65.0743     67.6080      2.65446  microrelief1 B_K annualmintemp Defol_2005
       4     0.4918    0.4136    9.3605     66.0570     68.2667      2.69687  microrelief1 B_Ca fiveyearmeanz
                                                                              annualmintemp
       4     0.4843    0.4050    9.8037     66.5062     68.5699      2.71648  microrelief1 B_K fiveyearmeanz Defol_2005
       4     0.4782    0.3980   10.1679     66.8705     68.8166      2.73249  microrelief1 B_Ca B_K fiveyearmeanz
       4     0.4709    0.3895   10.6049     67.3022     69.1101      2.75158  microrelief1 B_Ca fiveyearmeanz Defol_2005
       4     0.4638    0.3813   11.0316     67.7179     69.3938      2.77009  microrelief1 B_Ca B_K annualmintemp
       4     0.4423    0.3565   12.3134     68.9343     70.2302      2.82497  B_K fiveyearmeanz annualmintemp Defol_2005
       4     0.4246    0.3361   13.3712     69.9033     70.9033      2.86947  B_Ca fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.3948    0.3017   15.1545     71.4714     72.0051      2.94297  microrelief1 B_Ca annualmintemp Defol_2005
       4     0.3885    0.2944   15.5295     71.7913     72.2318      2.95819  B_Ca B_K fiveyearmeanz annualmintemp
       4     0.3727    0.2762   16.4702     72.5794     72.7931      2.99604  B_Ca B_K annualmintemp Defol_2005
       4     0.3544    0.2551   17.5641     73.4715     73.4331      3.03946  microrelief1 B_Ca B_K Defol_2005
       4     0.3244    0.2205   19.3560     74.8795     74.4536      3.10927  B_Ca B_K fiveyearmeanz Defol_2005

The SAS System                                                                                                      2752

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       5     0.5982    0.5178    5.0023     60.7721     66.1007      2.44539  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5479    0.4574    8.0085     64.4303     68.1600      2.59401  microrelief1 B_Ca fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5152    0.4183    9.9577     66.5905     69.4268      2.68598  microrelief1 B_Ca B_K fiveyearmeanz
                                                                              annualmintemp
       5     0.5131    0.4157   10.0862     66.7277     69.5086      2.69193  microrelief1 B_Ca B_K annualmintemp
                                                                              Defol_2005
       5     0.4973    0.3967   11.0313     67.7190     70.1040      2.73532  microrelief1 B_Ca B_K fiveyearmeanz
                                                                              Defol_2005
       5     0.4499    0.3399   13.8617     70.5111     71.8249      2.86132  B_Ca B_K fiveyearmeanz annualmintemp
                                                                              Defol_2005
------------------------------------------------------------------------------------------------------------------------
       6     0.5982    0.4978    7.0000     62.7692     68.6824      2.49569  microrelief1 B_Ca B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005

The SAS System                                                                                                      2753

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      222.58343       37.09724       5.96    0.0006
Error                    24      149.48369        6.22849
Corrected Total          30      372.06712

Root MSE              2.49569    R-Square     0.5982
Dependent Mean        2.10393    Adj R-Sq     0.4978
Coeff Var           118.62034

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        4.13189        2.99668       1.38      0.1807              0
microrelief1                       1        3.20226        1.07572       2.98      0.0066        1.11471
B_Ca             B_Ca              1       -0.00807        0.16994      -0.05      0.9625        1.65981
B_K              B_K               1      -17.75356       10.23549      -1.73      0.0957        1.83407
fiveyearmeanz    fiveyearmeanz     1       -4.49913        1.99496      -2.26      0.0335        1.69708
annualmintemp    annualmintemp     1       -1.03338        0.42078      -2.46      0.0217        2.02458
Defol_2005       Defol_2005        1       -2.96549        1.33185      -2.23      0.0356        2.18647

The SAS System                                                                                                      2754

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    25         25.80        0.4184

Durbin-Watson D                1.918
Number of Observations            31
1st Order Autocorrelation      0.040

The SAS System                                                                                                      2755

                                     Plot of residual*predict.  Symbol used is '*'.

          ‚
          ‚
        8 ˆ
          ‚
          ‚                                   *
          ‚
        6 ˆ
          ‚
          ‚
          ‚
        4 ˆ
          ‚                 *                                                                     *
     R    ‚
     e    ‚                            *
     s  2 ˆ                  *         *
     i    ‚
     d    ‚        *                                                                               *
     u    ‚            *
     a  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
     l    ‚                  ***           *                   *
          ‚                     ***
          ‚                            *
       -2 ˆ                             ***
          ‚                                  **
          ‚
          ‚
       -4 ˆ
          ‚
          ‚                                                                    *
          ‚
       -6 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 3 obs hidden.

The SAS System                                                                                                      2756

                                     Plot of student*predict.  Symbol used is '*'.

          ‚
          ‚
        3 ˆ                                   *
          ‚
          ‚
          ‚
          ‚
     S  2 ˆ
     t    ‚                                                                                       *
     u    ‚                 *
     d    ‚                            *
     e    ‚
     n  1 ˆ                            *
     t    ‚                  *
     i    ‚        *                                                                               *
     z    ‚            *
     e    ‚            *
     d  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
          ‚                  ***           *                   *
     R    ‚                     ***
     e    ‚
     s    ‚                            * *
     i -1 ˆ                             * *
     d    ‚                                  **
     u    ‚
     a    ‚
     l    ‚
       -2 ˆ
          ‚                                                                    *
          ‚
          ‚
          ‚
       -3 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 2 obs hidden.

The SAS System                                                                                                      2757

Obs    PERCSMMORT     predict    residual     student

  1       2.3256       2.7304    -0.40479    -0.17148
  2       0.0000       0.8238    -0.82384    -0.44140
  3       3.5714       3.9469    -0.37544    -0.17585
  4       0.0000      -1.0685     1.06853     0.71590
  5       4.8780       4.7250     0.15304     0.06596
  6       0.0000       0.7885    -0.78855    -0.34290
  7       0.0000       1.6136    -1.61360    -0.72912
  8       0.0000       1.8555    -1.85553    -0.78145
  9       0.0000       1.1171    -1.11715    -0.46234
 10       0.0000       0.2568    -0.25680    -0.12085
 11       0.0000       0.9495    -0.94953    -0.40739
 12       3.8462       0.1603     3.68581     1.56492
 13       0.0000      -0.4545     0.45447     0.23769
 14       0.0000       0.2964    -0.29641    -0.12601
 15       0.0000       2.1866    -2.18660    -1.09395
 16       2.5641       7.0923    -4.52824    -2.04963
 17      13.5135      10.1580     3.35554     1.68488
 18      11.3208      10.3229     0.99790     0.50371
 19       0.0000       1.8318    -1.83175    -0.78625
 20       2.1277      -0.1171     2.24472     0.98025
 21       0.0000      -0.0246     0.02456     0.01091
 22       0.0000       0.4482    -0.44819    -0.22102
 23       0.0000      -0.4146     0.41465     0.18353
 24       9.5238       2.7247     6.79914     3.02283
 25       3.8462       1.1975     2.64866     1.15438
 26       0.0000       2.5320    -2.53197    -1.17122
 27       0.0000       2.8218    -2.82178    -1.18044
 28       4.4444       1.9082     2.53622     1.37866
 29       0.0000       2.0132    -2.01316    -0.86644
 30       1.8519       1.4572     0.39467     0.17087
 31       1.4085       1.3431     0.06539     0.02825

The SAS System                                                                                                      2758

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          31    Sum Weights                 31
Mean                        0    Sum Observations             0
Std Deviation       2.2322163    Variance            4.98278962
Skewness           0.89816674    Kurtosis            1.86472872
Uncorrected SS     149.483689    Corrected SS        149.483689
Coeff Variation             .    Std Error Mean      0.40091788

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            2.23222
Median   -0.29641     Variance                 4.98279
Mode       .          Range                   11.32738
                      Interquartile Range      2.61150

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -1.5    Pr >= |M|   0.7201
Signed Rank    S       -22    Pr >= |S|   0.6736

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W      0.94604    Pr < W      0.1213
Kolmogorov-Smirnov    D      0.16127    Pr > D      0.0392
Cramer-von Mises      W-Sq   0.11027    Pr > W-Sq   0.0817
Anderson-Darling      A-Sq   0.61104    Pr > A-Sq   0.1027

The SAS System                                                                                                      2759

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       6.799141
99%            6.799141
95%            3.685810
90%            2.648659
75% Q3         0.997903
50% Median    -0.296411
25% Q1        -1.613597
10%           -2.186595
5%            -2.821776
1%            -4.528238
0% Min        -4.528238

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-4.52824       16         2.53622       28
-2.82178       27         2.64866       25
-2.53197       26         3.35554       17
-2.18660       15         3.68581       12
-2.01316       29         6.79914       24

The SAS System                                                                                                      2760

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      6 8                        1     0         6.5+                                              *
      5                                             |                                                +++
      4                                             |                                           +++++
      3 47                       2     |            |                                       *+*+
      2 256                      3     |            |                                  **+*+
      1 01                       2  +-----+         |                              +++*
      0 012445                   6  |  +  |         |                         ++******
     -0 98844433                 8  *-----*         |                    *******
     -1 9861                     4  +-----+         |                ****+
     -2 8520                     4     |            |         * *+*+*+
     -3                                |            |        ++++
     -4 5                        1     |        -4.5+   +*+++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2761

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   17.4823     71.8914     72.4953      3.09061  annualmintemp
       1     0.2198    0.1929   19.6145     73.3428     73.7785      3.16381  fiveyearmeanz
       1     0.1862    0.1582   21.6209     74.6492     74.9369      3.23119  microrelief1
       1     0.1520    0.1228   23.6660     75.9265     76.0726      3.29844  B_K
       1     0.1346    0.1047   24.7086     76.5579     76.6352      3.33221  B_Mg
       1     0.0607    0.0283   29.1220     79.0970     78.9057      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615   10.6080     66.9933     68.1833      2.81413  microrelief1 fiveyearmeanz
       2     0.3656    0.3203   12.9049     68.9311     69.7717      2.90348  microrelief1 annualmintemp
       2     0.3517    0.3054   13.7342     69.6020     70.3242      2.93507  microrelief1 B_K
       2     0.3439    0.2971   14.1996     69.9723     70.6297      2.95265  B_Mg fiveyearmeanz
       2     0.3347    0.2872   14.7488     70.4036     70.9861      2.97326  B_K annualmintemp
       2     0.3294    0.2815   15.0666     70.6504     71.1903      2.98512  B_Mg annualmintemp
       2     0.3284    0.2804   15.1290     70.6987     71.2302      2.98745  fiveyearmeanz annualmintemp
       2     0.2814    0.2301   17.9321     72.7918     72.9697      3.09002  microrelief1 B_Mg
       2     0.2709    0.2189   18.5605     73.2422     73.3459      3.11255  B_K fiveyearmeanz
       2     0.2669    0.2145   18.8018     73.4135     73.4890      3.12116  annualmintemp Defol_2005
       2     0.2204    0.1647   21.5809     75.3205     75.0898      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   21.6021     75.3346     75.1017      3.21939  fiveyearmeanz Defol_2005
       2     0.1995    0.1423   22.8268     76.1387     75.7802      3.26141  B_Mg Defol_2005
       2     0.1780    0.1193   24.1123     76.9610     76.4762      3.30496  B_Mg B_K
       2     0.1650    0.1053   24.8911     77.4487     76.8901      3.33106  B_K Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4906    0.4340    7.4347     64.1267     66.2746      2.64943  microrelief1 B_Mg fiveyearmeanz
       3     0.4641    0.4046    9.0177     65.6985     67.4422      2.71746  microrelief1 B_K fiveyearmeanz
       3     0.4637    0.4041    9.0443     65.7243     67.4614      2.71858  microrelief1 B_K annualmintemp
       3     0.4593    0.3992    9.3068     65.9772     67.6503      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4225    0.3583   11.5066     68.0193     69.1856      2.82110  microrelief1 B_Mg annualmintemp
       3     0.4127    0.3475   12.0888     68.5379     69.5785      2.84480  B_Mg fiveyearmeanz annualmintemp

The SAS System                                                                                                      2762

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.4122    0.3468   12.1227     68.5679     69.6013      2.84618  microrelief1 fiveyearmeanz Defol_2005
       3     0.3797    0.3108   14.0618     70.2337     70.8718      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3779    0.3088   14.1678     70.3223     70.9397      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3726    0.3029   14.4831     70.5842     71.1407      2.94026  B_K annualmintemp Defol_2005
       3     0.3702    0.3002   14.6283     70.7041     71.2328      2.94595  B_K fiveyearmeanz annualmintemp
       3     0.3564    0.2849   15.4519     71.3752     71.7497      2.97801  microrelief1 B_Mg B_K
       3     0.3531    0.2812   15.6515     71.5357     71.8737      2.98573  microrelief1 B_K Defol_2005
       3     0.3515    0.2794   15.7464     71.6117     71.9324      2.98940  B_Mg B_K annualmintemp
       3     0.3439    0.2711   16.1978     71.9708     72.2102      3.00676  B_Mg B_K fiveyearmeanz
       3     0.3439    0.2710   16.1992     71.9719     72.2111      3.00681  B_Mg fiveyearmeanz Defol_2005
       3     0.3322    0.2580   16.9018     72.5226     72.6384      3.03364  B_Mg annualmintemp Defol_2005
       3     0.3210    0.2456   17.5691     73.0368     73.0385      3.05890  microrelief1 B_Mg Defol_2005
       3     0.2743    0.1937   20.3569     75.0970     74.6545      3.16225  B_K fiveyearmeanz Defol_2005
       3     0.2094    0.1216   24.2337     77.7519     76.7661      3.30060  B_Mg B_K Defol_2005
------------------------------------------------------------------------------------------------------------------------
       4     0.5249    0.4518    7.3879     63.9684     66.8716      2.60753  microrelief1 B_Mg fiveyearmeanz
                                                                              annualmintemp
       4     0.5206    0.4469    7.6407     64.2432     67.0534      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.5109    0.4357    8.2221     64.8663     67.4673      2.64557  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp
       4     0.5076    0.4319    8.4189     65.0743     67.6060      2.65446  microrelief1 B_K annualmintemp Defol_2005
       4     0.4953    0.4176    9.1563     65.8418     68.1200      2.68752  microrelief1 B_Mg fiveyearmeanz Defol_2005
       4     0.4949    0.4172    9.1784     65.8645     68.1353      2.68851  microrelief1 B_Mg B_K fiveyearmeanz
       4     0.4843    0.4050    9.8096     66.5062     68.5679      2.71648  microrelief1 B_K fiveyearmeanz Defol_2005
       4     0.4672    0.3852   10.8349     67.5210     69.2574      2.76130  microrelief1 B_Mg B_K annualmintemp
       4     0.4429    0.3572   12.2845     68.9014     70.2056      2.82347  B_Mg fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4423    0.3565   12.3198     68.9343     70.2284      2.82497  B_K fiveyearmeanz annualmintemp Defol_2005
       4     0.4265    0.3382   13.2671     69.8033     70.8317      2.86485  microrelief1 B_Mg annualmintemp Defol_2005
       4     0.4131    0.3228   14.0676     70.5192     71.3324      2.89812  B_Mg B_K fiveyearmeanz annualmintemp
       4     0.3743    0.2780   16.3866     72.5042     72.7376      2.99241  B_Mg B_K annualmintemp Defol_2005
       4     0.3611    0.2629   17.1701     73.1472     73.1982      3.02360  microrelief1 B_Mg B_K Defol_2005
       4     0.3440    0.2430   18.1966     73.9699     73.7913      3.06399  B_Mg B_K fiveyearmeanz Defol_2005

The SAS System                                                                                                      2763

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       5     0.5982    0.5178    5.0069     60.7721     66.0980      2.44539  microrelief1 B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5651    0.4781    6.9849     63.2266     67.4681      2.54413  microrelief1 B_Mg fiveyearmeanz
                                                                              annualmintemp Defol_2005
       5     0.5306    0.4368    9.0432     65.5897     68.8327      2.64298  microrelief1 B_Mg B_K fiveyearmeanz
                                                                              annualmintemp
       5     0.5105    0.4126   10.2474     66.8931     69.6050      2.69913  microrelief1 B_Mg B_K annualmintemp
                                                                              Defol_2005
       5     0.5041    0.4049   10.6278     67.2937     69.8452      2.71662  microrelief1 B_Mg B_K fiveyearmeanz
                                                                              Defol_2005
       5     0.4530    0.3436   13.6800     70.3332     71.7111      2.85312  B_Mg B_K fiveyearmeanz annualmintemp
                                                                              Defol_2005
------------------------------------------------------------------------------------------------------------------------
       6     0.5983    0.4979    7.0000     62.7632     68.6764      2.49545  microrelief1 B_Mg B_K fiveyearmeanz
                                                                              annualmintemp Defol_2005

The SAS System                                                                                                      2764

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      222.61213       37.10202       5.96    0.0006
Error                    24      149.45499        6.22729
Corrected Total          30      372.06712

Root MSE              2.49545    R-Square     0.5983
Dependent Mean        2.10393    Adj R-Sq     0.4979
Coeff Var           118.60895

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        4.13071        2.95745       1.40      0.1753              0
microrelief1                       1        3.19158        1.08329       2.95      0.0070        1.13069
B_Mg             B_Mg              1       -0.18466        2.22858      -0.08      0.9346        2.36041
B_K              B_K               1      -17.28977       12.27216      -1.41      0.1717        2.63708
fiveyearmeanz    fiveyearmeanz     1       -4.50867        1.96823      -2.29      0.0311        1.65224
annualmintemp    annualmintemp     1       -1.02589        0.43245      -2.37      0.0260        2.13881
Defol_2005       Defol_2005        1       -2.92491        1.45462      -2.01      0.0557        2.60866

The SAS System                                                                                                      2765

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    25         26.10        0.4021

Durbin-Watson D                1.923
Number of Observations            31
1st Order Autocorrelation      0.038

The SAS System                                                                                                      2766

                                     Plot of residual*predict.  Symbol used is '*'.

          ‚
          ‚
        8 ˆ
          ‚
          ‚                                   *
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        6 ˆ
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          ‚
          ‚
        4 ˆ
          ‚                 *                                                                     *
     R    ‚
     e    ‚                         *   *
     s  2 ˆ               *
     i    ‚
     d    ‚        *                                                                               *
     u    ‚            **            *
     a  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
     l    ‚                  **               *        *
          ‚                      ***
          ‚                           *
       -2 ˆ                             ***
          ‚                                  *
          ‚                                    *
          ‚
       -4 ˆ
          ‚                                                                  *
          ‚
          ‚
       -6 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 3 obs hidden.

The SAS System                                                                                                      2767

                                     Plot of student*predict.  Symbol used is '*'.

          ‚
          ‚
        3 ˆ                                   *
          ‚
          ‚
          ‚
          ‚
     S    ‚
     t  2 ˆ
     u    ‚
     d    ‚                                                                                       *
     e    ‚                 *
     n    ‚                             *
     t    ‚                         *
     i  1 ˆ               *
     z    ‚
     e    ‚        *
     d    ‚                                                                                        *
          ‚            *
     R    ‚             *            *
     e  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
     s    ‚                  **               *        *
     i    ‚                      **
     d    ‚                      * *
     u    ‚                           *
     a    ‚                             **
     l -1 ˆ                               *
          ‚                                  * *
          ‚
          ‚
          ‚
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       -2 ˆ                                                                  *
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 2 obs hidden.

The SAS System                                                                                                      2768

Obs    PERCSMMORT     predict    residual     student

  1       2.3256       2.7137    -0.38808    -0.16530
  2       0.0000       0.8606    -0.86060    -0.47750
  3       3.5714       3.9715    -0.40004    -0.18912
  4       0.0000      -1.1056     1.10564     0.67345
  5       4.8780       4.7116     0.16643     0.07187
  6       0.0000       0.8011    -0.80114    -0.34659
  7       0.0000       1.6385    -1.63853    -0.68615
  8       0.0000       1.8521    -1.85209    -0.77945
  9       0.0000       1.1152    -1.11523    -0.46159
 10       0.0000       0.2772    -0.27725    -0.13105
 11       0.0000       0.9542    -0.95416    -0.40913
 12       3.8462       0.1473     3.69888     1.55649
 13       0.0000      -0.5117     0.51171     0.29820
 14       0.0000       0.2878    -0.28779    -0.12129
 15       0.0000       2.1545    -2.15453    -1.07799
 16       2.5641       7.0955    -4.53140    -2.05160
 17      13.5135      10.1575     3.35606     1.68427
 18      11.3208      10.3176     1.00316     0.50651
 19       0.0000       1.8560    -1.85595    -0.79941
 20       2.1277      -0.1028     2.23045     0.97809
 21       0.0000      -0.0475     0.04746     0.02124
 22       0.0000       0.4799    -0.47991    -0.23574
 23       0.0000      -0.3833     0.38330     0.17333
 24       9.5238       2.7367     6.78711     2.98894
 25       3.8462       1.2210     2.62510     1.14753
 26       0.0000       2.5001    -2.50011    -1.17004
 27       0.0000       2.8174    -2.81744    -1.17811
 28       4.4444       1.8909     2.55358     1.39925
 29       0.0000       2.0166    -2.01661    -0.86804
 30       1.8519       1.4529     0.39891     0.17263
 31       1.4085       1.3454     0.06308     0.02721

The SAS System                                                                                                      2769

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          31    Sum Weights                 31
Mean                        0    Sum Observations             0
Std Deviation        2.232002    Variance            4.98183294
Skewness           0.89546719    Kurtosis            1.84257135
Uncorrected SS     149.454988    Corrected SS        149.454988
Coeff Variation             .    Std Error Mean      0.40087939

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            2.23200
Median   -0.28779     Variance                 4.98183
Mode       .          Range                   11.31852
                      Interquartile Range      2.64169

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -1.5    Pr >= |M|   0.7201
Signed Rank    S       -24    Pr >= |S|   0.6458

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.946689    Pr < W      0.1264
Kolmogorov-Smirnov    D     0.151269    Pr > D      0.0705
Cramer-von Mises      W-Sq  0.107279    Pr > W-Sq   0.0886
Anderson-Darling      A-Sq  0.600513    Pr > A-Sq   0.1104

The SAS System                                                                                                      2770

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       6.787114
99%            6.787114
95%            3.698884
90%            2.625104
75% Q3         1.003162
50% Median    -0.287793
25% Q1        -1.638527
10%           -2.154535
5%            -2.817440
1%            -4.531403
0% Min        -4.531403

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-4.53140       16         2.55358       28
-2.81744       27         2.62510       25
-2.50011       26         3.35606       17
-2.15453       15         3.69888       12
-2.01661       29         6.78711       24

The SAS System                                                                                                      2771

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      6 8                        1     0         6.5+                                              *
      5                                             |                                                +++
      4                                             |                                           +++++
      3 47                       2     |            |                                       *+*+
      2 266                      3     |            |                                  **+*+
      1 01                       2  +-----+         |                              ++**
      0 012445                   6  |  +  |         |                         ++*****
     -0 9854433                  7  *-----*         |                    *******
     -1 99610                    5  +-----+         |                ****+
     -2 8520                     4     |            |         * *+*+*+
     -3                                |            |        ++++
     -4 5                        1     |        -4.5+   +*+++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2772

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number of Observations Read          31
Number of Observations Used          31

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.2555    0.2298   15.7963     71.8914     72.6369      3.09061  annualmintemp
       1     0.2198    0.1929   17.8477     73.3428     73.9171      3.16381  fiveyearmeanz
       1     0.1862    0.1582   19.7780     74.6492     75.0725      3.23119  microrelief1
       1     0.1346    0.1047   22.7487     76.5579     76.7664      3.33221  B_Mg
       1     0.0607    0.0283   26.9948     79.0970     79.0307      3.47150  Defol_2005
------------------------------------------------------------------------------------------------------------------------
       2     0.4040    0.3615    9.2584     66.9933     68.4045      2.81413  microrelief1 fiveyearmeanz
       2     0.3656    0.3203   11.4682     68.9311     69.9864      2.90348  microrelief1 annualmintemp
       2     0.3439    0.2971   12.7139     69.9723     70.8408      2.95265  B_Mg fiveyearmeanz
       2     0.3294    0.2815   13.5480     70.6504     71.3989      2.98512  B_Mg annualmintemp
       2     0.3284    0.2804   13.6080     70.6987     71.4387      2.98745  fiveyearmeanz annualmintemp
       2     0.2814    0.2301   16.3048     72.7918     73.1704      3.09002  microrelief1 B_Mg
       2     0.2669    0.2145   17.1416     73.4135     73.6874      3.12116  annualmintemp Defol_2005
       2     0.2204    0.1647   19.8154     75.3205     75.2808      3.21866  microrelief1 Defol_2005
       2     0.2200    0.1643   19.8358     75.3346     75.2926      3.21939  fiveyearmeanz Defol_2005
       2     0.1995    0.1423   21.0140     76.1387     75.9680      3.26141  B_Mg Defol_2005
------------------------------------------------------------------------------------------------------------------------
       3     0.4906    0.4340    6.2812     64.1267     66.5894      2.64943  microrelief1 B_Mg fiveyearmeanz
       3     0.4593    0.3992    8.0823     65.9772     67.9560      2.72970  microrelief1 fiveyearmeanz annualmintemp
       3     0.4225    0.3583   10.1987     68.0193     69.4807      2.82110  microrelief1 B_Mg annualmintemp
       3     0.4127    0.3475   10.7588     68.5379     69.8708      2.84480  B_Mg fiveyearmeanz annualmintemp
       3     0.4122    0.3468   10.7915     68.5679     69.8933      2.84618  microrelief1 fiveyearmeanz Defol_2005
       3     0.3797    0.3108   12.6570     70.2337     71.1548      2.92369  fiveyearmeanz annualmintemp Defol_2005
       3     0.3779    0.3088   12.7590     70.3223     71.2222      2.92786  microrelief1 annualmintemp Defol_2005
       3     0.3439    0.2710   14.7135     71.9719     72.4845      3.00681  B_Mg fiveyearmeanz Defol_2005
       3     0.3322    0.2580   15.3894     72.5226     72.9087      3.03364  B_Mg annualmintemp Defol_2005
       3     0.3210    0.2456   16.0314     73.0368     73.3059      3.05890  microrelief1 B_Mg Defol_2005

The SAS System                                                                                                      2773

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.5249    0.4518    6.3119     63.9684     67.2823      2.60753  microrelief1 B_Mg fiveyearmeanz
                                                                              annualmintemp
       4     0.5206    0.4469    6.5551     64.2432     67.4622      2.61911  microrelief1 fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4953    0.4176    8.0133     65.8418     68.5172      2.68752  microrelief1 B_Mg fiveyearmeanz Defol_2005
       4     0.4429    0.3572   11.0229     68.9014     70.5799      2.82347  B_Mg fiveyearmeanz annualmintemp
                                                                              Defol_2005
       4     0.4265    0.3382   11.9683     69.8033     71.1992      2.86485  microrelief1 B_Mg annualmintemp Defol_2005
------------------------------------------------------------------------------------------------------------------------
       5     0.5651    0.4781    6.0000     63.2266     67.9914      2.54413  microrelief1 B_Mg fiveyearmeanz
                                                                              annualmintemp Defol_2005

The SAS System                                                                                                      2774

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

Number of Observations Read          31
Number of Observations Used          31

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     5      210.25164       42.05033       6.50    0.0005
Error                    25      161.81549        6.47262
Corrected Total          30      372.06712

Root MSE              2.54413    R-Square     0.5651
Dependent Mean        2.10393    Adj R-Sq     0.4781
Coeff Var           120.92273

                                          Parameter Estimates

                                          Parameter       Standard                              Variance
Variable         Label            DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept        Intercept         1        4.16258        3.01506       1.38      0.1796              0
microrelief1                       1        2.85456        1.07716       2.65      0.0138        1.07556
B_Mg             B_Mg              1       -2.47913        1.55094      -1.60      0.1225        1.09986
fiveyearmeanz    fiveyearmeanz     1       -5.37847        1.90536      -2.82      0.0092        1.48968
annualmintemp    annualmintemp     1       -0.84207        0.42034      -2.00      0.0561        1.94412
Defol_2005       Defol_2005        1       -2.02689        1.33304      -1.52      0.1409        2.10776

The SAS System                                                                                                      2775

The REG Procedure
Model: MODEL1
Dependent Variable: PERCSMMORT PERCSMMORT

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    19         17.59        0.5498

Durbin-Watson D                2.001
Number of Observations            31
1st Order Autocorrelation     -0.001

The SAS System                                                                                                      2776

                                     Plot of residual*predict.  Symbol used is '*'.

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      d    ‚         *                *
      u    ‚                          *       *                 *
      a  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
      l    ‚                    *   *
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           Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
             -2               0               2               4               6               8              10

                                                Predicted Value of PERCSMMORT

NOTE: 5 obs hidden.

The SAS System                                                                                                      2777

                                     Plot of student*predict.  Symbol used is '*'.

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      i    ‚                   *         *
      z    ‚
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      R    ‚         *                          *                                                             *
      e    ‚                          *
      s    ‚                          *       *                 *
      i  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
      d    ‚                    *   *
      u    ‚                          **                           *
      a    ‚                             **
      l    ‚                                **
        -1 ˆ                                      *
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             -2               0               2               4               6               8              10

                                                Predicted Value of PERCSMMORT

NOTE: 6 obs hidden.

The SAS System                                                                                                      2778

Obs    PERCSMMORT     predict    residual     student

  1       2.3256      2.01961     0.30597     0.12511
  2       0.0000      1.73941    -1.73941    -0.89457
  3       3.5714      4.57247    -1.00104    -0.45502
  4       0.0000     -1.79387     1.79387     1.02724
  5       4.8780      4.27175     0.60629     0.25452
  6       0.0000      1.71890    -1.71890    -0.70205
  7       0.0000      1.11807    -1.11807    -0.45385
  8       0.0000      1.44625    -1.44625    -0.59267
  9       0.0000      1.01692    -1.01692    -0.41267
 10       0.0000      1.72761    -1.72761    -0.72025
 11       0.0000      0.70329    -0.70329    -0.29493
 12       3.8462      0.11248     3.73367     1.54098
 13       0.0000     -1.08370     1.08370     0.60281
 14       0.0000      0.24928    -0.24928    -0.10304
 15       0.0000      2.50876    -2.50876    -1.22157
 16       2.5641      7.02693    -4.46283    -1.98141
 17      13.5135      9.94124     3.57227     1.75328
 18      11.3208      9.94101     1.37974     0.67718
 19       0.0000      1.87805    -1.87805    -0.79344
 20       2.1277      0.17871     1.94895     0.83509
 21       0.0000      0.28835    -0.28835    -0.12589
 22       0.0000      1.85471    -1.85471    -0.80585
 23       0.0000      0.24450    -0.24450    -0.10631
 24       9.5238      2.29091     7.23290     3.09441
 25       3.8462      2.29496     1.55119     0.63100
 26       0.0000      1.33569    -1.33569    -0.57185
 27       0.0000      2.49452    -2.49452    -1.01846
 28       4.4444      1.34548     3.09897     1.62935
 29       0.0000      1.75893    -1.75893    -0.74035
 30       1.8519      0.96295     0.88890     0.37311
 31       1.4085      1.05777     0.35069     0.14781

The SAS System                                                                                                      2779

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          31    Sum Weights                 31
Mean                        0    Sum Observations             0
Std Deviation      2.32246626    Variance            5.39384952
Skewness           1.03589357    Kurtosis            1.95136125
Uncorrected SS     161.815485    Corrected SS        161.815485
Coeff Variation             .    Std Error Mean      0.41712725

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            2.32247
Median   -0.28835     Variance                 5.39385
Mode       .          Range                   11.69573
                      Interquartile Range      3.10735

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -2.5    Pr >= |M|   0.4731
Signed Rank    S       -24    Pr >= |S|   0.6458

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.932375    Pr < W      0.0509
Kolmogorov-Smirnov    D     0.122567    Pr > D     >0.1500
Cramer-von Mises      W-Sq  0.107056    Pr > W-Sq   0.0891
Anderson-Darling      A-Sq  0.679008    Pr > A-Sq   0.0727

The SAS System                                                                                                      2780

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       7.232897
99%            7.232897
95%            3.733674
90%            3.098966
75% Q3         1.379741
50% Median    -0.288349
25% Q1        -1.727612
10%           -1.878055
5%            -2.508757
1%            -4.462828
0% Min        -4.462828

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-4.46283       16         1.94895       20
-2.50876       15         3.09897       28
-2.49452       27         3.57227       17
-1.87805       19         3.73367       12
-1.85471       22         7.23290       24

The SAS System                                                                                                      2781

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      7 2                        1     0         7.5+                                              *
      6                                             |
      5                                             |                                               ++++
      4                                             |                                           ++++
      3 167                      3     |            |                                     *+*+*+
      2                                |            |                                  ++++
      1 14689                    5  +-----+      1.5+                              +*****
      0 3469                     4  |  +  |         |                         ++****
     -0 7322                     4  *-----*         |                     +++****
     -1 99877743100             11  +-----+         |             * *********
     -2 55                       2     |            |         * * ++++
     -3                                |            |        +++++
     -4 5                        1     |        -4.5+    *+++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2782

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.3204    0.2953   46.1431    102.4683    101.3971      5.66020  microrelief1
       1     0.2625    0.2352   52.2122    104.8424    103.5650      5.89669  fiveyearmeanz
       1     0.2446    0.2166   54.0806    105.5358    104.2005      5.96761  fiveyearmeantemp
       1     0.1327    0.1006   65.7991    109.5430    107.8941      6.39449  A_Mg
       1     0.1214    0.0889   66.9793    109.9176    108.2410      6.43592  Defol_2006
------------------------------------------------------------------------------------------------------------------------
       2     0.5795    0.5471   21.0230     90.5489     90.2684      4.53733  microrelief1 fiveyearmeanz
       2     0.5177    0.4806   27.4918     94.5247     93.6085      4.85927  microrelief1 fiveyearmeantemp
       2     0.4768    0.4365   31.7753     96.8861     95.6199      5.06119  Defol_2006 fiveyearmeanz
       2     0.4672    0.4262   32.7828     97.4147     96.0729      5.10753  microrelief1 A_Mg
       2     0.3518    0.3020   44.8584    103.0975    101.0058      5.63329  Defol_2006 microrelief1
       2     0.3487    0.2986   45.1822    103.2355    101.1270      5.64672  fiveyearmeantemp A_Mg
       2     0.3374    0.2864   46.3731    103.7377    101.5685      5.69582  fiveyearmeanz A_Mg
       2     0.3340    0.2828   46.7204    103.8825    101.6960      5.71006  fiveyearmeantemp fiveyearmeanz
       2     0.3213    0.2691   48.0551    104.4324    102.1806      5.76445  Defol_2006 fiveyearmeantemp
       2     0.2846    0.2296   51.8963    105.9592    103.5314      5.91822  Defol_2006 A_Mg
------------------------------------------------------------------------------------------------------------------------
       3     0.6665    0.6265   13.9128     85.8250     86.4128      4.12069  Defol_2006 microrelief1 fiveyearmeanz
       3     0.6655    0.6253   14.0204     85.9142     86.4798      4.12703  microrelief1 fiveyearmeanz A_Mg
       3     0.6363    0.5927   17.0716     88.3368     88.3170      4.30306  microrelief1 fiveyearmeantemp A_Mg
       3     0.6235    0.5783   18.4169     89.3439     89.0900      4.37843  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       3     0.5715    0.5201   23.8624     93.0966     92.0180      4.67109  Defol_2006 fiveyearmeanz A_Mg
       3     0.5323    0.4762   27.9618     95.6324     94.0383      4.87984  Defol_2006 microrelief1 fiveyearmeantemp
       3     0.5144    0.4562   29.8355     96.7215     94.9162      4.97234  Defol_2006 microrelief1 A_Mg
       3     0.4941    0.4334   31.9640     97.9110     95.8819      5.07537  Defol_2006 fiveyearmeantemp fiveyearmeanz
       3     0.4503    0.3843   36.5507    100.3195     97.8586      5.29057  Defol_2006 fiveyearmeantemp A_Mg
       3     0.4107    0.3400   40.6951    102.3361     99.5349      5.47775  fiveyearmeantemp fiveyearmeanz A_Mg

The SAS System                                                                                                      2783

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.7644    0.7251    5.6685     77.7525     81.4467      3.53519  Defol_2006 microrelief1 fiveyearmeanz A_Mg
       4     0.7105    0.6623   11.3045     83.7198     85.2857      3.91828  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg
       4     0.6833    0.6305   14.1550     86.3268     87.0422      4.09841  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       4     0.6625    0.6062   16.3366     88.1749     88.3173      4.23111  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_Mg
       4     0.5879    0.5193   24.1400     93.9613     92.4687      4.67500  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_Mg
------------------------------------------------------------------------------------------------------------------------
       5     0.7803    0.7325    6.0000     77.7216     82.7159      3.48696  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg

The SAS System                                                                                                      2784

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     5      993.26884      198.65377      16.34    <.0001
Error                    23      279.65490       12.15891
Corrected Total          28     1272.92374

Root MSE              3.48696    R-Square     0.7803
Dependent Mean        8.29733    Adj R-Sq     0.7325
Coeff Var            42.02512

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       13.23373        5.58641       2.37      0.0266              0
Defol_2006          Defol_2006           1        4.16864        1.54240       2.70      0.0127        1.28191
microrelief1                             1        6.76112        1.50657       4.49      0.0002        1.12004
fiveyearmeantemp    fiveyearmeantemp     1       -1.03138        0.79846      -1.29      0.2093        1.51204
fiveyearmeanz       fiveyearmeanz        1      -11.17686        3.18217      -3.51      0.0019        1.57575
A_Mg                A_Mg                 1       -3.30608        1.03747      -3.19      0.0041        1.04157

The SAS System                                                                                                      2785

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    18         11.91        0.8518

Durbin-Watson D                1.638
Number of Observations            29
1st Order Autocorrelation      0.169

The SAS System                                                                                                      2786

                                     Plot of residual*predict.  Symbol used is '*'.

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     l    ‚                  **               *       *
          ‚                     ****
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       -2 ˆ                             ***
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          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 2 obs hidden.

The SAS System                                                                                                      2787

                                     Plot of student*predict.  Symbol used is '*'.

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        3 ˆ                                   *
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     u    ‚                 *
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     e    ‚                        *
     n  1 ˆ               *
     t    ‚
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     z    ‚         *
     e    ‚             *            *
     d  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
          ‚                  **               *       *
     R    ‚                     ****
     e    ‚
     s    ‚                            ***
     i -1 ˆ
     d    ‚                               *  * *
     u    ‚
     a    ‚
     l    ‚
       -2 ˆ                                                                  *
          ‚
          ‚
          ‚
          ‚
       -3 ˆ
          ‚
          Šƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒ
            -2             0             2             4             6             8            10            12

                                                Predicted Value of PERCSMMORT

NOTE: 3 obs hidden.

The SAS System                                                                                                      2788

Obs    PERCSMMORT    predict    residual     student

  1       2.3256      8.8508    -2.10659    -0.63276
  2       0.0000      9.8922    -3.57643    -1.40109
  3       3.5714       .          .           .
  4       0.0000      2.1396     1.32195     0.44881
  5       4.8780      7.3520    -0.60199    -0.19301
  6       0.0000      8.7258    -0.72581    -0.21762
  7       0.0000      0.9937     1.57776     0.50429
  8       0.0000      9.4136     2.14888     0.65199
  9       0.0000      7.5192    -5.01922    -1.48935
 10       0.0000      4.3758    -2.37581    -0.74421
 11       0.0000      9.3778     8.62219     2.61414
 12       3.8462      8.1286     6.67913     1.98909
 13       0.0000      2.8512     1.37958     0.54045
 14       0.0000      8.0772    -2.86886    -0.85400
 15       0.0000     10.4148    -2.73626    -0.94752
 16       2.5641       .          .           .
 17      13.5135     27.6693     2.88623     1.11029
 18      11.3208     27.9003    -0.07010    -0.02710
 19       0.0000      9.1156    -2.99060    -0.88335
 20       2.1277      8.0220    -2.58723    -0.76841
 21       0.0000      3.7995     2.31158     0.78624
 22       0.0000      9.0310     0.29336     0.08666
 23       0.0000      6.6736    -1.43546    -0.46139
 24       9.5238      5.8051     1.82644     0.57454
 25       3.8462      6.4707     3.72934     1.19578
 26       0.0000      6.4223    -0.83406    -0.25757
 27       0.0000      6.9836    -1.52904    -0.49372
 28       4.4444      3.7698     2.27672     0.78604
 29       0.0000      9.7939    -4.19395    -1.24100
 30       1.8519      7.6341    -2.91184    -1.04529
 31       1.4085      3.4195     1.51009     0.51732

The SAS System                                                                                                      2789

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          29    Sum Weights                 29
Mean                        0    Sum Observations             0
Std Deviation      3.16032829    Variance            9.98767491
Skewness           0.82406202    Kurtosis            0.80973293
Uncorrected SS     279.654898    Corrected SS        279.654898
Coeff Variation             .    Std Error Mean      0.58685823

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            3.16033
Median   -0.60199     Variance                 9.98767
Mode       .          Range                   13.64140
                      Interquartile Range      4.41368

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -1.5    Pr >= |M|   0.7111
Signed Rank    S     -22.5    Pr >= |S|   0.6349

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.944284    Pr < W      0.1298
Kolmogorov-Smirnov    D     0.094325    Pr > D     >0.1500
Cramer-von Mises      W-Sq  0.065295    Pr > W-Sq  >0.2500
Anderson-Darling      A-Sq  0.486084    Pr > A-Sq   0.2171

The SAS System                                                                                                      2790

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       8.622187
99%            8.622187
95%            6.679131
90%            3.729336
75% Q3         1.826443
50% Median    -0.601987
25% Q1        -2.587234
10%           -3.576426
5%            -4.193945
1%            -5.019216
0% Min        -5.019216

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-5.01922        9         2.31158       21
-4.19395       29         2.88623       17
-3.57643        2         3.72934       25
-2.99060       19         6.67913       12
-2.91184       30         8.62219       11

               Missing Values

                       -----Percent Of-----
Missing                             Missing
  Value       Count     All Obs         Obs

      .           2        6.45      100.00

The SAS System                                                                                                      2791

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      8 6                        1     0           9+                                             *
      6 7                        1     |            |                                         *  +++++++
      4                                |            |                                      ++++++
      2 13397                    5     |            |                                +***+**
      0 334568                   6  +--+--+         |                         ++*****
     -0 548761                   6  *-----*         |                   +++*****
     -2 60997641                 8  +-----+         |            **+***+***
     -4 02                       2     |          -5+     * ++*+++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2792

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.3204    0.2953   35.9671    102.4683    101.8212      5.66020  microrelief1
       1     0.2625    0.2352   41.1681    104.8424    103.9644      5.89669  fiveyearmeanz
       1     0.2446    0.2166   42.7692    105.5358    104.5929      5.96761  fiveyearmeantemp
       1     0.1699    0.1391   49.4769    108.2728    107.0846      6.25597  A_K
       1     0.1214    0.0889   53.8229    109.9176    108.5901      6.43592  Defol_2006
------------------------------------------------------------------------------------------------------------------------
       2     0.5795    0.5471   14.7261     90.5489     91.0541      4.53733  microrelief1 fiveyearmeanz
       2     0.5177    0.4806   20.2696     94.5247     94.3285      4.85927  microrelief1 fiveyearmeantemp
       2     0.4997    0.4612   21.8886     95.5900     95.2157      4.94934  microrelief1 A_K
       2     0.4768    0.4365   23.9404     96.8861     96.3008      5.06119  Defol_2006 fiveyearmeanz
       2     0.3595    0.3102   34.4617    102.7511    101.2885      5.59975  fiveyearmeantemp A_K
       2     0.3518    0.3020   35.1522    103.0975    101.5870      5.63329  Defol_2006 microrelief1
       2     0.3340    0.2828   36.7479    103.8825    102.2651      5.71006  fiveyearmeantemp fiveyearmeanz
       2     0.3282    0.2765   37.2729    104.1362    102.4847      5.73509  Defol_2006 A_K
       2     0.3213    0.2691   37.8917    104.4324    102.7413      5.76445  Defol_2006 fiveyearmeantemp
       2     0.3082    0.2550   39.0652    104.9860    103.2219      5.81974  fiveyearmeanz A_K
------------------------------------------------------------------------------------------------------------------------
       3     0.6665    0.6265    8.9191     85.8250     87.5774      4.12069  Defol_2006 microrelief1 fiveyearmeanz
       3     0.6454    0.6028   10.8167     87.6084     88.8845      4.24936  microrelief1 fiveyearmeantemp A_K
       3     0.6314    0.5871   12.0736     88.7320     89.7163      4.33248  microrelief1 fiveyearmeanz A_K
       3     0.6235    0.5783   12.7789     89.3439     90.1720      4.37843  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       3     0.5510    0.4971   19.2820     94.4499     94.0524      4.78136  Defol_2006 microrelief1 A_K
       3     0.5323    0.4762   20.9585     95.6324     94.9709      4.87984  Defol_2006 microrelief1 fiveyearmeantemp
       3     0.5287    0.4721   21.2858     95.8578     95.1468      4.89884  Defol_2006 fiveyearmeanz A_K
       3     0.4941    0.4334   24.3882     97.9110     96.7617      5.07537  Defol_2006 fiveyearmeantemp fiveyearmeanz
       3     0.4670    0.4030   26.8204     99.4247     97.9664      5.20958  Defol_2006 fiveyearmeantemp A_K
       3     0.3903    0.3172   33.6964    103.3208    101.1209      5.57154  fiveyearmeantemp fiveyearmeanz A_K

The SAS System                                                                                                      2793

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.7216    0.6751    5.9811     82.5940     86.1511      3.84296  Defol_2006 microrelief1 fiveyearmeanz A_K
       4     0.6839    0.6312    9.3569     86.2698     88.4956      4.09439  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K
       4     0.6833    0.6305    9.4126     86.3268     88.5327      4.09841  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       4     0.6747    0.6205   10.1824     87.1020     89.0394      4.15356  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_K
       4     0.5512    0.4764   21.2664     96.4387     95.4841      4.87901  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_K
------------------------------------------------------------------------------------------------------------------------
       5     0.7436    0.6879    6.0000     82.1980     87.1923      3.76674  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K

The SAS System                                                                                                      2794

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     5      946.59169      189.31834      13.34    <.0001
Error                    23      326.33204       14.18835
Corrected Total          28     1272.92374

Root MSE              3.76674    R-Square     0.7436
Dependent Mean        8.29733    Adj R-Sq     0.6879
Coeff Var            45.39705

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       13.83027        6.05334       2.28      0.0319              0
Defol_2006          Defol_2006           1        3.84828        1.66269       2.31      0.0299        1.27658
microrelief1                             1        6.76285        1.62753       4.16      0.0004        1.12015
fiveyearmeantemp    fiveyearmeantemp     1       -1.21775        0.86519      -1.41      0.1727        1.52138
fiveyearmeanz       fiveyearmeanz        1       -9.19305        3.69728      -2.49      0.0206        1.82293
A_K                 A_K                  1      -16.36360        7.03357      -2.33      0.0292        1.23210

The SAS System                                                                                                      2795

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    19         17.30        0.5699

Durbin-Watson D                1.937
Number of Observations            29
1st Order Autocorrelation      0.015

The SAS System                                                                                                      2796

                                     Plot of residual*predict.  Symbol used is '*'.

       ‚
       ‚
  10.0 ˆ
       ‚
       ‚                                     *
       ‚
   7.5 ˆ
       ‚
       ‚
       ‚                   *                *
   5.0 ˆ
       ‚
R      ‚                                                                                                          *
e      ‚        *
s  2.5 ˆ              *            *         *
i      ‚
d      ‚                         *
u      ‚       *                      *
a  0.0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒ**ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒ
l      ‚                        *     *
       ‚                   *    *
       ‚              *             **    *
  -2.5 ˆ                                *
       ‚                                      *
       ‚
       ‚
  -5.0 ˆ                             *             *       *
       ‚                                              *
       ‚
       ‚
  -7.5 ˆ
       ‚
       Šˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒ
       0.0       2.5       5.0       7.5      10.0      12.5      15.0      17.5      20.0      22.5      25.0      27.5

                                                 Predicted Value of Dieback_08

NOTE: 2 obs had missing values.

The SAS System                                                                                                      2797

                                     Plot of student*predict.  Symbol used is '*'.

     ‚
     ‚
   3 ˆ
     ‚
     ‚
     ‚                                      *
     ‚
S    ‚
t  2 ˆ
u    ‚
d    ‚                    *                *
e    ‚
n    ‚                                                                                                           *
t    ‚
i  1 ˆ
z    ‚         *     *
e    ‚                            *         *
d    ‚                          *
     ‚        *
R    ‚                               *                                                                               *
e  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒ**ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
s    ‚                         *     *
i    ‚                    *
d    ‚               *         *   **    *
u    ‚                                 *
a    ‚
l -1 ˆ
     ‚                                       *
     ‚                              *
     ‚                                            *       *
     ‚                                               *
     ‚
  -2 ˆ
     ‚
     Šƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒ
      0.0       2.5       5.0       7.5      10.0      12.5      15.0      17.5      20.0      22.5      25.0      27.5

                                                Predicted Value of Dieback_08

NOTE: 2 obs had missing values.

The SAS System                                                                                                      2798

Obs    PERCSMMORT    predict    residual     student

  1       2.3256      8.4058    -1.66158    -0.46130
  2       0.0000      9.5371    -3.22135    -1.16545
  3       3.5714       .          .           .
  4       0.0000      4.7449    -1.28335    -0.37936
  5       4.8780      7.5005    -0.75054    -0.22542
  6       0.0000      7.6188     0.38121     0.10482
  7       0.0000      1.6557     0.91571     0.26962
  8       0.0000      9.2611     2.30144     0.65254
  9       0.0000      7.3407    -4.84073    -1.32924
 10       0.0000      3.6192    -1.61923    -0.46728
 11       0.0000      9.3190     8.68100     2.46595
 12       3.8462      8.9534     5.85429     1.64519
 13       0.0000      4.2788    -0.04806    -0.01686
 14       0.0000      7.8849    -2.67658    -0.73762
 15       0.0000     12.6410    -4.96246    -1.50892
 16       2.5641       .          .           .
 17      13.5135     26.6146     3.94092     1.38743
 18      11.3208     27.5401     0.29012     0.10370
 19       0.0000      6.0087     0.11627     0.03421
 20       2.1277      7.3482    -1.91343    -0.53533
 21       0.0000      5.8583     0.25278     0.07495
 22       0.0000      6.7871     2.53723     0.72215
 23       0.0000      6.9152    -1.67707    -0.50443
 24       9.5238      6.1799     1.45166     0.42960
 25       3.8462      4.8067     5.39329     1.59579
 26       0.0000     10.7034    -5.11513    -1.43242
 27       0.0000      6.0396    -0.58506    -0.17323
 28       4.4444      3.5085     2.53800     0.81116
 29       0.0000     11.4752    -5.87518    -1.67011
 30       1.8519      6.0221    -1.29983    -0.42602
 31       1.4085      2.0539     2.87567     0.90574

The SAS System                                                                                                      2799

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          29    Sum Weights                 29
Mean                        0    Sum Observations             0
Std Deviation      3.41390038    Variance            11.6547158
Skewness            0.4773667    Kurtosis            0.35059585
Uncorrected SS     326.332043    Corrected SS        326.332043
Coeff Variation             .    Std Error Mean      0.63394539

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            3.41390
Median   -0.04806     Variance                11.65472
Mode       .          Range                   14.55619
                      Interquartile Range      3.97852

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -0.5    Pr >= |M|   1.0000
Signed Rank    S      -9.5    Pr >= |S|   0.8414

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.971634    Pr < W      0.6048
Kolmogorov-Smirnov    D     0.110718    Pr > D     >0.1500
Cramer-von Mises      W-Sq  0.044026    Pr > W-Sq  >0.2500
Anderson-Darling      A-Sq  0.283815    Pr > A-Sq  >0.2500

The SAS System                                                                                                      2800

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile        Estimate

100% Max       8.6810048
99%            8.6810048
95%            5.8542884
90%            5.3932924
75% Q3         2.3014439
50% Median    -0.0480645
25% Q1        -1.6770746
10%           -4.9624553
5%            -5.1151295
1%            -5.8751848
0% Min        -5.8751848

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-5.87518       29         2.87567       31
-5.11513       26         3.94092       17
-4.96246       15         5.39329       25
-4.84073        9         5.85429       12
-3.22135        2         8.68100       11

               Missing Values

                       -----Percent Of-----
Missing                             Missing
  Value       Count     All Obs         Obs

      .           2        6.45      100.00

The SAS System                                                                                                      2801

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      8 7                        1     0           9+                                             *   ++
      6                                             |                                           ++++++
      4 49                       2     |            |                                     +*++*+
      2 35599                    5  +-----+         |                               *+***+*
      0 133495                   6  |  +  |         |                         +*****
     -0 977633860                9  *-----*         |                 * *******
     -2 27                       2     |            |              +**+++
     -4 9108                     4     |          -5+     *  +*++**
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2802

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.3204    0.2953   34.8963    102.4683    101.8729      5.66020  microrelief1
       1     0.2625    0.2352   40.0059    104.8424    104.0132      5.89669  fiveyearmeanz
       1     0.2446    0.2166   41.5790    105.5358    104.6409      5.96761  fiveyearmeantemp
       1     0.1699    0.1391   48.1689    108.2728    107.1294      6.25597  A_K
       1     0.1302    0.0980   51.6671    109.6272    108.3671      6.40378  BA_mha
       1     0.1214    0.0889   52.4385    109.9176    108.6330      6.43592  Defol_2006
------------------------------------------------------------------------------------------------------------------------
       2     0.5795    0.5471   14.0635     90.5489     91.1489      4.53733  microrelief1 fiveyearmeanz
       2     0.5177    0.4806   19.5097     94.5247     94.4159      4.85927  microrelief1 fiveyearmeantemp
       2     0.4997    0.4612   21.1002     95.5900     95.3010      4.94934  microrelief1 A_K
       2     0.4768    0.4365   23.1160     96.8861     96.3837      5.06119  Defol_2006 fiveyearmeanz
       2     0.3962    0.3497   30.2230    101.0427     99.8977      5.43722  microrelief1 BA_mha
       2     0.3595    0.3102   33.4525    102.7511    101.3603      5.59975  fiveyearmeantemp A_K
       2     0.3583    0.3089   33.5594    102.8060    101.4075      5.60505  fiveyearmeanz BA_mha
       2     0.3518    0.3020   34.1309    103.0975    101.6582      5.63329  Defol_2006 microrelief1
       2     0.3340    0.2828   35.6985    103.8825    102.3348      5.71006  fiveyearmeantemp fiveyearmeanz
       2     0.3282    0.2765   36.2143    104.1362    102.5540      5.73509  Defol_2006 A_K
       2     0.3213    0.2691   36.8222    104.4324    102.8101      5.76445  Defol_2006 fiveyearmeantemp
       2     0.3082    0.2550   37.9751    104.9860    103.2896      5.81974  fiveyearmeanz A_K
       2     0.2954    0.2412   39.1010    105.5166    103.7503      5.87322  fiveyearmeantemp BA_mha
       2     0.2582    0.2011   42.3866    107.0117    105.0534      6.02659  Defol_2006 BA_mha
       2     0.1989    0.1372   47.6119    109.2413    107.0109      6.26276  A_K BA_mha
------------------------------------------------------------------------------------------------------------------------
       3     0.6665    0.6265    8.3936     85.8250     87.7175      4.12069  Defol_2006 microrelief1 fiveyearmeanz
       3     0.6454    0.6028   10.2579     87.6084     89.0201      4.24936  microrelief1 fiveyearmeantemp A_K
       3     0.6314    0.5871   11.4927     88.7320     89.8489      4.33248  microrelief1 fiveyearmeanz A_K
       3     0.6295    0.5851   11.6550     88.8764     89.9560      4.34329  microrelief1 fiveyearmeanz BA_mha

The SAS System                                                                                                      2803

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.6235    0.5783   12.1856     89.3439     90.3030      4.37843  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       3     0.5739    0.5228   16.5561     92.9318     93.0054      4.65783  Defol_2006 fiveyearmeanz BA_mha
       3     0.5510    0.4971   18.5745     94.4499     94.1694      4.78136  Defol_2006 microrelief1 A_K
       3     0.5419    0.4869   19.3811     95.0350     94.6214      4.82984  microrelief1 fiveyearmeantemp BA_mha
       3     0.5323    0.4762   20.2216     95.6324     95.0847      4.87984  Defol_2006 microrelief1 fiveyearmeantemp
       3     0.5287    0.4721   20.5432     95.8578     95.2600      4.89884  Defol_2006 fiveyearmeanz A_K
       3     0.5031    0.4435   22.7985     97.3909     96.4596      5.03006  microrelief1 A_K BA_mha
       3     0.4941    0.4334   23.5911     97.9110     96.8693      5.07537  Defol_2006 fiveyearmeantemp fiveyearmeanz
       3     0.4670    0.4030   25.9805     99.4247     98.0700      5.20958  Defol_2006 fiveyearmeantemp A_K
       3     0.4362    0.3685   28.6967    101.0547     99.3761      5.35806  Defol_2006 microrelief1 BA_mha
       3     0.3935    0.3207   32.4553    103.1690    101.0905      5.55698  fiveyearmeantemp fiveyearmeanz BA_mha
       3     0.3903    0.3172   32.7357    103.3208    101.2144      5.57154  fiveyearmeantemp fiveyearmeanz A_K
       3     0.3821    0.3079   33.4646    103.7115    101.5339      5.60920  Defol_2006 fiveyearmeantemp BA_mha
       3     0.3634    0.2871   35.1066    104.5729    102.2410      5.69313  fiveyearmeantemp A_K BA_mha
       3     0.3616    0.2850   35.2647    104.6545    102.3082      5.70114  fiveyearmeanz A_K BA_mha
       3     0.3520    0.2743   36.1118    105.0878    102.6654      5.74390  Defol_2006 A_K BA_mha
------------------------------------------------------------------------------------------------------------------------
       4     0.7250    0.6791    5.2409     82.2357     86.1218      3.81929  Defol_2006 microrelief1 fiveyearmeanz
                                                                              BA_mha
       4     0.7216    0.6751    5.5423     82.5940     86.3444      3.84296  Defol_2006 microrelief1 fiveyearmeanz A_K
       4     0.6839    0.6312    8.8588     86.2698     88.6761      4.09439  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K
       4     0.6833    0.6305    8.9136     86.3268     88.7130      4.09841  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       4     0.6747    0.6205    9.6698     87.1020     89.2169      4.15356  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_K
       4     0.6535    0.5958   11.5390     88.9336     90.4246      4.28682  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz BA_mha
       4     0.6465    0.5876   12.1587     89.5162     90.8138      4.33010  microrelief1 fiveyearmeantemp A_K BA_mha
       4     0.6455    0.5864   12.2451     89.5965     90.8676      4.33609  microrelief1 fiveyearmeanz A_K BA_mha
       4     0.5792    0.5091   18.0872     94.5674     94.2917      4.72411  Defol_2006 fiveyearmeanz A_K BA_mha
       4     0.5755    0.5048   18.4126     94.8207     94.4710      4.74479  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              BA_mha

The SAS System                                                                                                      2804

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.5618    0.4887   19.6248     95.7454     95.1294      4.82104  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              BA_mha
       4     0.5551    0.4810   20.2134     96.1840     95.4438      4.85764  Defol_2006 microrelief1 A_K BA_mha
       4     0.5512    0.4764   20.5592     96.4387     95.6270      4.87901  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_K
       4     0.4710    0.3829   27.6225    101.2029     99.1374      5.29671  Defol_2006 fiveyearmeantemp A_K BA_mha
       4     0.4073    0.3085   33.2451    104.5050    101.6598      5.60701  fiveyearmeantemp fiveyearmeanz A_K BA_mha
------------------------------------------------------------------------------------------------------------------------
       5     0.7436    0.6879    5.5960     82.1980     87.4383      3.76674  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K
       5     0.7401    0.6836    5.9078     82.5954     87.6452      3.79264  Defol_2006 microrelief1 fiveyearmeanz A_K
                                                                              BA_mha
       5     0.7285    0.6695    6.9307     83.8622     88.3144      3.87639  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz BA_mha
       5     0.6852    0.6167   10.7508     88.1571     90.6933      4.17433  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K BA_mha
       5     0.6752    0.6047   11.6236     89.0552     91.2127      4.23947  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_K BA_mha
       5     0.5834    0.4929   19.7177     96.2770     95.6664      4.80162  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_K BA_mha
------------------------------------------------------------------------------------------------------------------------
       6     0.7504    0.6823    7.0000     83.4227     89.6748      3.80026  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K BA_mha

The SAS System                                                                                                      2805

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      955.19973      159.19996      11.02    <.0001
Error                    22      317.72400       14.44200
Corrected Total          28     1272.92374

Root MSE              3.80026    R-Square     0.7504
Dependent Mean        8.29733    Adj R-Sq     0.6823
Coeff Var            45.80104

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       15.51505        6.48539       2.39      0.0257              0
Defol_2006          Defol_2006           1        4.09522        1.70771       2.40      0.0254        1.32299
microrelief1                             1        6.46777        1.68591       3.84      0.0009        1.18084
fiveyearmeantemp    fiveyearmeantemp     1       -0.91285        0.95808      -0.95      0.3510        1.83282
fiveyearmeanz       fiveyearmeanz        1      -10.36646        4.02794      -2.57      0.0173        2.12557
A_K                 A_K                  1      -12.28857        8.84396      -1.39      0.1786        1.91378
BA_mha              BA_mha               1       -0.11440        0.14818      -0.77      0.4483        1.77798

The SAS System                                                                                                      2806

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    26         23.20        0.6215

Durbin-Watson D                1.925
Number of Observations            29
1st Order Autocorrelation      0.024

The SAS System                                                                                                      2807

                                     Plot of residual*predict.  Symbol used is '*'.

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   7.5 ˆ
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e      ‚        *
s  2.5 ˆ
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d      ‚     *            *
u      ‚                           * *
a  0.0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒ
l      ‚                         *  * *
       ‚                   *    *
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  -2.5 ˆ                 *             *    *
       ‚
       ‚
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  -5.0 ˆ                                                   *
       ‚                                 *            *
       ‚
       ‚
  -7.5 ˆ
       ‚
       Šˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒ
       0.0       2.5       5.0       7.5      10.0      12.5      15.0      17.5      20.0      22.5      25.0      27.5

                                                 Predicted Value of Dieback_08

NOTE: 2 obs had missing values.  1 obs hidden.

The SAS System                                                                                                      2808

                                     Plot of student*predict.  Symbol used is '*'.

     ‚
     ‚
   3 ˆ
     ‚
     ‚
     ‚
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S    ‚
t  2 ˆ
u    ‚
d    ‚                  *                  *
e    ‚
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t    ‚
i  1 ˆ
z    ‚         *
e    ‚                                       *
d    ‚      *           **           *
     ‚
R    ‚                            * *                                                                                *
e  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
s    ‚                             * *
i    ‚                    *     *
d    ‚                         *    *
u    ‚                  *           * *
a    ‚
l -1 ˆ                                     *
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      0.0       2.5       5.0       7.5      10.0      12.5      15.0      17.5      20.0      22.5      25.0      27.5

                                                Predicted Value of Dieback_08

NOTE: 2 obs had missing values.

The SAS System                                                                                                      2809

Obs    PERCSMMORT    predict    residual     student

  1       2.3256      7.0906    -0.34637    -0.10791
  2       0.0000      8.9971    -2.68126    -0.99325
  3       3.5714       .          .           .
  4       0.0000      4.7764    -1.31490    -0.38528
  5       4.8780      7.5211    -0.77106    -0.22955
  6       0.0000      7.3273     0.67274     0.18432
  7       0.0000      1.1595     1.41196     0.41951
  8       0.0000      9.3935     2.16901     0.61028
  9       0.0000      8.2218    -5.72179    -1.63836
 10       0.0000      4.2706    -2.27056    -0.66924
 11       0.0000      9.5487     8.45126     2.38791
 12       3.8462      8.8926     5.91512     1.64801
 13       0.0000      4.3871    -0.15633    -0.05441
 14       0.0000      7.7340    -2.52563    -0.69087
 15       0.0000     12.6711    -4.99253    -1.50478
 16       2.5641       .          .           .
 17      13.5135     27.0045     3.55108     1.25885
 18      11.3208     27.5492     0.28102     0.09957
 19       0.0000      6.3212    -0.19622    -0.05762
 20       2.1277      7.1293    -1.69451    -0.47136
 21       0.0000      4.5643     1.54680     0.52237
 22       0.0000      7.5453     1.77898     0.52232
 23       0.0000      7.2389    -2.00076    -0.60119
 24       9.5238      6.8116     0.81996     0.24776
 25       3.8462      4.3716     5.82838     1.73315
 26       0.0000      9.7828    -4.19455    -1.23380
 27       0.0000      6.3747    -0.92020    -0.27228
 28       4.4444      4.3694     1.67716     0.56791
 29       0.0000     11.4459    -5.84593    -1.64723
 30       1.8519      6.0678    -1.34559    -0.43721
 31       1.4085      2.0549     2.87472     0.89746

The SAS System                                                                                                      2810

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          29    Sum Weights                 29
Mean                        0    Sum Observations             0
Std Deviation      3.36857326    Variance            11.3472858
Skewness           0.45534863    Kurtosis            0.45776017
Uncorrected SS     317.724003    Corrected SS        317.724003
Coeff Variation             .    Std Error Mean      0.62552835

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            3.36857
Median   -0.19622     Variance                11.34729
Mode       .          Range                   14.29719
                      Interquartile Range      3.67792

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -1.5    Pr >= |M|   0.7111
Signed Rank    S      -8.5    Pr >= |S|   0.8579

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.971466    Pr < W      0.6001
Kolmogorov-Smirnov    D     0.091815    Pr > D     >0.1500
Cramer-von Mises      W-Sq  0.036536    Pr > W-Sq  >0.2500
Anderson-Darling      A-Sq  0.271994    Pr > A-Sq  >0.2500

The SAS System                                                                                                      2811

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       8.451262
99%            8.451262
95%            5.915117
90%            5.828382
75% Q3         1.677161
50% Median    -0.196222
25% Q1        -2.000761
10%           -4.992528
5%            -5.721795
1%            -5.845930
0% Min        -5.845930

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-5.84593       29         2.87472       31
-5.72179        9         3.55108       17
-4.99253       15         5.82838       25
-4.19455       26         5.91512       12
-2.68126        2         8.45126       11

               Missing Values

                       -----Percent Of-----
Missing                             Missing
  Value       Count     All Obs         Obs

      .           2        6.45      100.00

The SAS System                                                                                                      2812

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      8 5                        1     0           9+                                             *   ++
      6                                             |                                           ++++++
      4 89                       2     |            |                                     +*++*+
      2 296                      3     |            |                               +++**+*
      0 3784578                  7  +--+--+         |                         ++***** *
     -0 73398322                 8  *-----*         |                    *******
     -2 7530                     4  +-----+         |              +***+*
     -4 8702                     4     |          -5+     *  +*++**
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2813

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.3204    0.2953   43.2190    102.4683    101.5077      5.66020  microrelief1
       1     0.2625    0.2352   49.0386    104.8424    103.6690      5.89669  fiveyearmeanz
       1     0.2446    0.2166   50.8302    105.5358    104.3027      5.96761  fiveyearmeantemp
       1     0.1327    0.1006   62.0671    109.5430    107.9858      6.39449  A_Mg
       1     0.1302    0.0980   62.3201    109.6272    108.0635      6.40378  BA_mha
       1     0.1214    0.0889   63.1988    109.9176    108.3318      6.43592  Defol_2006
------------------------------------------------------------------------------------------------------------------------
       2     0.5795    0.5471   19.2136     90.5489     90.4748      4.53733  microrelief1 fiveyearmeanz
       2     0.5177    0.4806   25.4165     94.5247     93.7969      4.85927  microrelief1 fiveyearmeantemp
       2     0.4768    0.4365   29.5239     96.8861     95.7977      5.06119  Defol_2006 fiveyearmeanz
       2     0.4672    0.4262   30.4901     97.4147     96.2484      5.10753  microrelief1 A_Mg
       2     0.3962    0.3497   37.6184    101.0427     99.3690      5.43722  microrelief1 BA_mha
       2     0.3583    0.3089   41.4184    102.8060    100.9024      5.60505  fiveyearmeanz BA_mha
       2     0.3518    0.3020   42.0693    103.0975    101.1570      5.63329  Defol_2006 microrelief1
       2     0.3487    0.2986   42.3797    103.2355    101.2777      5.64672  fiveyearmeantemp A_Mg
       2     0.3374    0.2864   43.5217    103.7377    101.7171      5.69582  fiveyearmeanz A_Mg
       2     0.3340    0.2828   43.8548    103.8825    101.8440      5.71006  fiveyearmeantemp fiveyearmeanz
       2     0.3213    0.2691   45.1346    104.4324    102.3264      5.76445  Defol_2006 fiveyearmeantemp
       2     0.2954    0.2412   47.7301    105.5166    103.2805      5.87322  fiveyearmeantemp BA_mha
       2     0.2846    0.2296   48.8179    105.9592    103.6711      5.91822  Defol_2006 A_Mg
       2     0.2582    0.2011   51.4721    107.0117    104.6025      6.02659  Defol_2006 BA_mha
       2     0.1651    0.1009   60.8132    110.4385    107.6591      6.39338  A_Mg BA_mha
------------------------------------------------------------------------------------------------------------------------
       3     0.6665    0.6265   12.4779     85.8250     86.7192      4.12069  Defol_2006 microrelief1 fiveyearmeanz
       3     0.6655    0.6253   12.5810     85.9142     86.7856      4.12703  microrelief1 fiveyearmeanz A_Mg
       3     0.6363    0.5927   15.5067     88.3368     88.6072      4.30306  microrelief1 fiveyearmeantemp A_Mg
       3     0.6295    0.5851   16.1925     88.8764     89.0172      4.34329  microrelief1 fiveyearmeanz BA_mha

The SAS System                                                                                                      2814

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.6235    0.5783   16.7968     89.3439     89.3736      4.37843  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       3     0.5739    0.5228   21.7746     92.9318     92.1481      4.65783  Defol_2006 fiveyearmeanz BA_mha
       3     0.5715    0.5201   22.0185     93.0966     92.2773      4.67109  Defol_2006 fiveyearmeanz A_Mg
       3     0.5419    0.4869   24.9922     95.0350     93.8064      4.82984  microrelief1 fiveyearmeantemp BA_mha
       3     0.5323    0.4762   25.9494     95.6324     94.2816      4.87984  Defol_2006 microrelief1 fiveyearmeantemp
       3     0.5144    0.4562   27.7461     96.7215     95.1526      4.97234  Defol_2006 microrelief1 A_Mg
       3     0.4941    0.4334   29.7871     97.9110     96.1110      5.07537  Defol_2006 fiveyearmeantemp fiveyearmeanz
       3     0.4701    0.4065   32.1926     99.2530     97.2008      5.19417  microrelief1 A_Mg BA_mha
       3     0.4503    0.3843   34.1853    100.3195     98.0733      5.29057  Defol_2006 fiveyearmeantemp A_Mg
       3     0.4362    0.3685   35.6021    101.0547     98.6779      5.35806  Defol_2006 microrelief1 BA_mha
       3     0.4107    0.3400   38.1593    102.3361     99.7380      5.47775  fiveyearmeantemp fiveyearmeanz A_Mg
       3     0.3935    0.3207   39.8830    103.1690    100.4311      5.55698  fiveyearmeantemp fiveyearmeanz BA_mha
       3     0.3821    0.3079   41.0325    103.7115    100.8843      5.60920  Defol_2006 fiveyearmeantemp BA_mha
       3     0.3712    0.2958   42.1197    104.2153    101.3065      5.65814  fiveyearmeanz A_Mg BA_mha
       3     0.3505    0.2725   44.2066    105.1586    102.0999      5.75091  fiveyearmeantemp A_Mg BA_mha
       3     0.3107    0.2280   48.1926    106.8793    103.5574      5.92408  Defol_2006 A_Mg BA_mha
------------------------------------------------------------------------------------------------------------------------
       4     0.7644    0.7251    4.6546     77.7525     81.9102      3.53519  Defol_2006 microrelief1 fiveyearmeanz A_Mg
       4     0.7250    0.6791    8.6092     82.2357     84.7343      3.81929  Defol_2006 microrelief1 fiveyearmeanz
                                                                              BA_mha
       4     0.7105    0.6623   10.0589     83.7198     85.6995      3.91828  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg
       4     0.6833    0.6305   12.7922     86.3268     87.4331      4.09841  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       4     0.6691    0.6139   14.2226     87.6030     88.2997      4.18960  microrelief1 fiveyearmeanz A_Mg BA_mha
       4     0.6625    0.6062   14.8842     88.1749     88.6919      4.23111  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_Mg
       4     0.6535    0.5958   15.7824     88.9336     89.2159      4.28682  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz BA_mha
       4     0.6409    0.5811   17.0488     89.9707     89.9389      4.36416  microrelief1 fiveyearmeantemp A_Mg BA_mha
       4     0.5976    0.5306   21.3937     93.2709     92.2911      4.61968  Defol_2006 fiveyearmeanz A_Mg BA_mha
       4     0.5879    0.5193   22.3669     93.9613     92.7930      4.67500  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_Mg

The SAS System                                                                                                      2815

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.5755    0.5048   23.6111     94.8207     93.4224      4.74479  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              BA_mha
       4     0.5618    0.4887   24.9918     95.7454     94.1053      4.82104  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              BA_mha
       4     0.5180    0.4376   29.3886     98.5080     96.1801      5.05623  Defol_2006 microrelief1 A_Mg BA_mha
       4     0.4520    0.3607   36.0080    102.2262     99.0511      5.39099  Defol_2006 fiveyearmeantemp A_Mg BA_mha
       4     0.4194    0.3227   39.2832    103.9035    100.3743      5.54916  fiveyearmeantemp fiveyearmeanz A_Mg BA_mha
------------------------------------------------------------------------------------------------------------------------
       5     0.7803    0.7325    5.0547     77.7216     83.3022      3.48696  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg
       5     0.7690    0.7188    6.1868     79.1733     84.0561      3.57534  Defol_2006 microrelief1 fiveyearmeanz A_Mg
                                                                              BA_mha
       5     0.7285    0.6695   10.2559     83.8622     86.6219      3.87639  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz BA_mha
       5     0.7107    0.6479   12.0383     85.6992     87.6834      4.00113  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg BA_mha
       5     0.6657    0.5930   16.5615     89.8973     90.2294      4.30148  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_Mg BA_mha
       5     0.6032    0.5170   22.8301     94.8634     93.4527      4.68601  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_Mg BA_mha
------------------------------------------------------------------------------------------------------------------------
       6     0.7808    0.7211    7.0000     79.6496     85.9017      3.56091  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg BA_mha

The SAS System                                                                                                      2816

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     6      993.96194      165.66032      13.06    <.0001
Error                    22      278.96180       12.68008
Corrected Total          28     1272.92374

Root MSE              3.56091    R-Square     0.7808
Dependent Mean        8.29733    Adj R-Sq     0.7211
Coeff Var            42.91634

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       13.77565        6.15780       2.24      0.0357              0
Defol_2006          Defol_2006           1        4.22137        1.59118       2.65      0.0145        1.30820
microrelief1                             1        6.67598        1.58102       4.22      0.0004        1.18279
fiveyearmeantemp    fiveyearmeantemp     1       -0.95572        0.87727      -1.09      0.2878        1.75022
fiveyearmeanz       fiveyearmeanz        1      -11.35749        3.34022      -3.40      0.0026        1.66482
A_Mg                A_Mg                 1       -3.10828        1.35581      -2.29      0.0318        1.70573
BA_mha              BA_mha               1       -0.03333        0.14257      -0.23      0.8173        1.87456

The SAS System                                                                                                      2817

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    25         17.75        0.8528

Durbin-Watson D                1.660
Number of Observations            29
1st Order Autocorrelation      0.160

The SAS System                                                                                                      2818

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.3204    0.2953   41.3535    102.4683    101.5827      5.66020  microrelief1
       1     0.2625    0.2352   47.0140    104.8424    103.7396      5.89669  fiveyearmeanz
       1     0.1759    0.1453   55.4706    108.0623    106.6856      6.23331  annualmeantemp
       1     0.1327    0.1006   59.6861    109.5430    108.0480      6.39449  A_Mg
       1     0.1214    0.0889   60.7869    109.9176    108.3934      6.43592  Defol_2006
------------------------------------------------------------------------------------------------------------------------
       2     0.5795    0.5471   18.0592     90.5489     90.6141      4.53733  microrelief1 fiveyearmeanz
       2     0.4768    0.4365   28.0876     96.8861     95.9182      5.06119  Defol_2006 fiveyearmeanz
       2     0.4672    0.4262   29.0273     97.4147     96.3673      5.10753  microrelief1 A_Mg
       2     0.3922    0.3455   36.3424    101.2298     99.6391      5.45478  microrelief1 annualmeantemp
       2     0.3518    0.3020   40.2899    103.0975    101.2597      5.63329  Defol_2006 microrelief1
       2     0.3498    0.2998   40.4824    103.1856    101.3364      5.64185  annualmeantemp A_Mg
       2     0.3374    0.2864   41.7026    103.7377    101.8179      5.69582  fiveyearmeanz A_Mg
       2     0.3148    0.2620   43.9087    104.7100    102.6685      5.79211  annualmeantemp fiveyearmeanz
       2     0.2846    0.2296   46.8540    105.9592    103.7661      5.91822  Defol_2006 A_Mg
       2     0.2235    0.1637   52.8234    108.3372    105.8693      6.16590  Defol_2006 annualmeantemp
------------------------------------------------------------------------------------------------------------------------
       3     0.6665    0.6265   11.5624     85.8250     86.9259      4.12069  Defol_2006 microrelief1 fiveyearmeanz
       3     0.6655    0.6253   11.6627     85.9142     86.9920      4.12703  microrelief1 fiveyearmeanz A_Mg
       3     0.5826    0.5325   19.7601     92.3369     91.8622      4.61030  microrelief1 annualmeantemp fiveyearmeanz
       3     0.5715    0.5201   20.8421     93.0966     92.4529      4.67109  Defol_2006 fiveyearmeanz A_Mg
       3     0.5657    0.5135   21.4095     93.4872     92.7578      4.70266  microrelief1 annualmeantemp A_Mg
       3     0.5144    0.4562   26.4131     96.7215     95.3130      4.97234  Defol_2006 microrelief1 A_Mg
       3     0.4769    0.4141   30.0806     98.8822     97.0503      5.16107  Defol_2006 annualmeantemp fiveyearmeanz
       3     0.4247    0.3557   35.1705    101.6368     99.2991      5.41210  annualmeantemp fiveyearmeanz A_Mg
       3     0.4116    0.3410   36.4514    102.2907     99.8384      5.47346  Defol_2006 annualmeantemp A_Mg
       3     0.4038    0.3322   37.2164    102.6743    100.1557      5.50978  Defol_2006 microrelief1 annualmeantemp

The SAS System                                                                                                      2819

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.7644    0.7251    4.0077     77.7525     82.2213      3.53519  Defol_2006 microrelief1 fiveyearmeanz A_Mg
       4     0.6805    0.6272   12.1977     86.5834     87.8691      4.11659  microrelief1 annualmeantemp fiveyearmeanz
                                                                              A_Mg
       4     0.6721    0.6175   13.0138     87.3323     88.3732      4.17008  Defol_2006 microrelief1 annualmeantemp
                                                                              fiveyearmeanz
       4     0.5849    0.5157   21.5354     94.1765     93.1688      4.69238  Defol_2006 microrelief1 annualmeantemp
                                                                              A_Mg
       4     0.5771    0.5066   22.2954     94.7152     93.5605      4.73617  Defol_2006 annualmeantemp fiveyearmeanz
                                                                              A_Mg
------------------------------------------------------------------------------------------------------------------------
       5     0.7644    0.7132    6.0000     79.7428     84.7371      3.61062  Defol_2006 microrelief1 annualmeantemp
                                                                              fiveyearmeanz A_Mg

The SAS System                                                                                                      2820

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     5      973.08246      194.61649      14.93    <.0001
Error                    23      299.84128       13.03658
Corrected Total          28     1272.92374

Root MSE              3.61062    R-Square     0.7644
Dependent Mean        8.29733    Adj R-Sq     0.7132
Coeff Var            43.51545

                                           Parameter Estimates

                                            Parameter       Standard                              Variance
Variable          Label             DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept         Intercept          1        7.80940        6.00987       1.30      0.2067              0
Defol_2006        Defol_2006         1        4.80938        1.67974       2.86      0.0088        1.41800
microrelief1                         1        6.79666        1.58900       4.28      0.0003        1.16208
annualmeantemp    annualmeantemp     1        0.06306        0.71755       0.09      0.9307        1.69409
fiveyearmeanz     fiveyearmeanz      1      -13.63693        3.25655      -4.19      0.0004        1.53918
A_Mg              A_Mg               1       -3.29994        1.09914      -3.00      0.0064        1.09038

The SAS System                                                                                                      2821

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    19         17.98        0.5237

Durbin-Watson D                1.500
Number of Observations            29
1st Order Autocorrelation      0.242

The SAS System                                                                                                      2822

                                     Plot of residual*predict.  Symbol used is '*'.

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       ‚
  10.0 ˆ
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   7.5 ˆ
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   5.0 ˆ                     *
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R      ‚
e      ‚            *                                                                                                *
s  2.5 ˆ              *      *
i      ‚  *                                   *
d      ‚
u      ‚                *                  *
a  0.0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ**ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒ
l      ‚                     * *           *
       ‚
       ‚               *                  * *
  -2.5 ˆ                               *   **     *
       ‚                                 *
       ‚                                      *
       ‚
  -5.0 ˆ                               *
       ‚                                         *
       ‚
       ‚
  -7.5 ˆ
       ‚
       Šˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒ
       0.0       2.5       5.0       7.5      10.0      12.5      15.0      17.5      20.0      22.5      25.0      27.5

                                                 Predicted Value of Dieback_08

NOTE: 2 obs had missing values.

The SAS System                                                                                                      2823

                                     Plot of student*predict.  Symbol used is '*'.

     ‚
     ‚
   3 ˆ
     ‚
     ‚
     ‚                                       *
     ‚
S    ‚
t  2 ˆ
u    ‚                                  *
d    ‚
e    ‚                      *
n    ‚
t    ‚                                                                                                              *
i  1 ˆ             *
z    ‚               *
e    ‚   *                  *
d    ‚                                       *
     ‚
R    ‚                 *                  *                                                                          *
e  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒ**ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ
s    ‚                      * *           *
i    ‚
d    ‚                *                  *
u    ‚                                *    *
a    ‚                                  * *
l -1 ˆ                                     *     *
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  -2 ˆ
     ‚
     Šƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒˆƒƒ
      0.0       2.5       5.0       7.5      10.0      12.5      15.0      17.5      20.0      22.5      25.0      27.5

                                                Predicted Value of Dieback_08

NOTE: 2 obs had missing values.

The SAS System                                                                                                      2824

Obs    PERCSMMORT    predict    residual     student

  1       2.3256      8.9222    -2.17806    -0.65004
  2       0.0000      9.0048    -2.68902    -0.98259
  3       3.5714       .          .           .
  4       0.0000      3.4562     0.00533     0.00186
  5       4.8780      8.5503    -1.80033    -0.53451
  6       0.0000      8.7975    -0.79751    -0.23741
  7       0.0000      0.5048     2.06661     0.63926
  8       0.0000      9.5821     1.98036     0.58161
  9       0.0000      7.6667    -5.16673    -1.48064
 10       0.0000      3.8526    -1.85265    -0.58304
 11       0.0000      9.5849     8.41506     2.51574
 12       3.8462      8.3380     6.46969     1.90926
 13       0.0000      3.8861     0.34463     0.12441
 14       0.0000      8.2867    -3.07840    -0.90828
 15       0.0000     10.4789    -2.80036    -0.96664
 16       2.5641       .          .           .
 17      13.5135     27.3675     3.18809     1.18222
 18      11.3208     27.5980     0.23219     0.08655
 19       0.0000      8.8615    -2.73651    -0.78356
 20       2.1277      7.8611    -2.42627    -0.71210
 21       0.0000      3.5553     2.55580     0.83780
 22       0.0000      8.8016     0.52276     0.14896
 23       0.0000      5.4874    -0.24930    -0.07435
 24       9.5238      5.1618     2.46973     0.74515
 25       3.8462      5.2723     4.92774     1.46958
 26       0.0000      5.7779    -0.18963    -0.05626
 27       0.0000      5.7842    -0.32969    -0.09907
 28       4.4444      3.0822     2.96431     1.02627
 29       0.0000      9.5386    -3.93860    -1.13151
 30       1.8519     10.2081    -5.48592    -1.80928
 31       1.4085      5.3529    -0.42333    -0.13188

The SAS System                                                                                                      2825

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          29    Sum Weights                 29
Mean                        0    Sum Observations             0
Std Deviation      3.27240232    Variance             10.708617
Skewness           0.65757032    Kurtosis            0.45095452
Uncorrected SS     299.841275    Corrected SS        299.841275
Coeff Variation             .    Std Error Mean      0.60766986

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            3.27240
Median   -0.24930     Variance                10.70862
Mode       .          Range                   13.90098
                      Interquartile Range      4.49289

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -1.5    Pr >= |M|   0.7111
Signed Rank    S     -15.5    Pr >= |S|   0.7439

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W      0.96311    Pr < W      0.3911
Kolmogorov-Smirnov    D     0.126195    Pr > D     >0.1500
Cramer-von Mises      W-Sq  0.060072    Pr > W-Sq  >0.2500
Anderson-Darling      A-Sq  0.371449    Pr > A-Sq  >0.2500

The SAS System                                                                                                      2826

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       8.415061
99%            8.415061
95%            6.469687
90%            4.927736
75% Q3         2.066614
50% Median    -0.249296
25% Q1        -2.426272
10%           -3.938604
5%            -5.166727
1%            -5.485917
0% Min        -5.485917

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-5.48592       30         2.96431       28
-5.16673        9         3.18809       17
-3.93860       29         4.92774       25
-3.07840       14         6.46969       12
-2.80036       15         8.41506       11

               Missing Values

                       -----Percent Of-----
Missing                             Missing
  Value       Count     All Obs         Obs

      .           2        6.45      100.00

The SAS System                                                                                                      2827

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      8 4                        1     |           9+                                             *    +
      6 5                        1     |            |                                         *  ++++++
      4 9                        1     |            |                                      *+++++
      2 015602                   6  +-----+         |                               *+***+*
      0 0235                     4  |  +  |         |                         ++****+
     -0 9884322                  7  *-----*         |                   ++******
     -2 9187742                  7  +-----+         |            **+***+**
     -4 52                       2     |          -5+     * ++*+++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2

The SAS System                                                                                                      2828

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       1     0.3204    0.2953   40.5972    102.4683    101.6142      5.66020  microrelief1
       1     0.2625    0.2352   46.1931    104.8424    103.7693      5.89669  fiveyearmeanz
       1     0.2446    0.2166   47.9158    105.5358    104.4012      5.96761  fiveyearmeantemp
       1     0.1699    0.1391   55.1329    108.2728    106.9061      6.25597  A_K
       1     0.1327    0.1006   58.7208    109.5430    108.0742      6.39449  A_Mg
       1     0.1302    0.0980   58.9641    109.6272    108.1517      6.40378  BA_mha
       1     0.1214    0.0889   59.8090    109.9176    108.4193      6.43592  Defol_2006
------------------------------------------------------------------------------------------------------------------------
       2     0.5795    0.5471   17.5912     90.5489     90.6724      4.53733  microrelief1 fiveyearmeanz
       2     0.5177    0.4806   23.5557     94.5247     93.9778      4.85927  microrelief1 fiveyearmeantemp
       2     0.4997    0.4612   25.2976     95.5900     94.8733      4.94934  microrelief1 A_K
       2     0.4768    0.4365   27.5052     96.8861     95.9687      5.06119  Defol_2006 fiveyearmeanz
       2     0.4672    0.4262   28.4343     97.4147     96.4172      5.10753  microrelief1 A_Mg
       2     0.3962    0.3497   35.2887    101.0427     99.5229      5.43722  microrelief1 BA_mha
       2     0.3595    0.3102   38.8255    102.7511    101.0017      5.59975  fiveyearmeantemp A_K
       2     0.3583    0.3089   38.9426    102.8060    101.0493      5.60505  fiveyearmeanz BA_mha
       2     0.3518    0.3020   39.5685    103.0975    101.3028      5.63329  Defol_2006 microrelief1
       2     0.3487    0.2986   39.8670    103.2355    101.4229      5.64672  fiveyearmeantemp A_Mg
       2     0.3374    0.2864   40.9650    103.7377    101.8603      5.69582  fiveyearmeanz A_Mg
       2     0.3340    0.2828   41.2853    103.8825    101.9867      5.71006  fiveyearmeantemp fiveyearmeanz
       2     0.3282    0.2765   41.8501    104.1362    102.2081      5.73509  Defol_2006 A_K
       2     0.3213    0.2691   42.5159    104.4324    102.4670      5.76445  Defol_2006 fiveyearmeantemp
       2     0.3082    0.2550   43.7786    104.9860    102.9515      5.81974  fiveyearmeanz A_K
       2     0.2954    0.2412   45.0117    105.5166    103.4170      5.87322  fiveyearmeantemp BA_mha
       2     0.2846    0.2296   46.0577    105.9592    103.8059      5.91822  Defol_2006 A_Mg
       2     0.2582    0.2011   48.6099    107.0117    104.7334      6.02659  Defol_2006 BA_mha
       2     0.1989    0.1372   54.3326    109.2413    106.7100      6.26276  A_K BA_mha
       2     0.1827    0.1198   55.8979    109.8224    107.2278      6.32583  A_Mg A_K

The SAS System                                                                                                      2829

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       2     0.1651    0.1009   57.5919    110.4385    107.7779      6.39338  A_Mg BA_mha
------------------------------------------------------------------------------------------------------------------------
       3     0.6665    0.6265   11.1912     85.8250     87.0123      4.12069  Defol_2006 microrelief1 fiveyearmeanz
       3     0.6655    0.6253   11.2903     85.9142     87.0782      4.12703  microrelief1 fiveyearmeanz A_Mg
       3     0.6454    0.6028   13.2330     87.6084     88.3388      4.24936  microrelief1 fiveyearmeantemp A_K
       3     0.6363    0.5927   14.1037     88.3368     88.8853      4.30306  microrelief1 fiveyearmeantemp A_Mg
       3     0.6314    0.5871   14.5853     88.7320     89.1830      4.33248  microrelief1 fiveyearmeanz A_K
       3     0.6295    0.5851   14.7630     88.8764     89.2921      4.34329  microrelief1 fiveyearmeanz BA_mha
       3     0.6235    0.5783   15.3441     89.3439     89.6456      4.37843  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       3     0.5739    0.5228   20.1306     92.9318     92.3984      4.65783  Defol_2006 fiveyearmeanz BA_mha
       3     0.5715    0.5201   20.3652     93.0966     92.5265      4.67109  Defol_2006 fiveyearmeanz A_Mg
       3     0.5510    0.4971   22.3411     94.4499     93.5838      4.78136  Defol_2006 microrelief1 A_K
       3     0.5419    0.4869   23.2245     95.0350     94.0440      4.82984  microrelief1 fiveyearmeantemp BA_mha
       3     0.5323    0.4762   24.1449     95.6324     94.5156      4.87984  Defol_2006 microrelief1 fiveyearmeantemp
       3     0.5287    0.4721   24.4972     95.8578     94.6940      4.89884  Defol_2006 fiveyearmeanz A_K
       3     0.5161    0.4581   25.7060     96.6182     95.2980      4.96349  microrelief1 A_Mg A_K
       3     0.5144    0.4562   25.8726     96.7215     95.3803      4.97234  Defol_2006 microrelief1 A_Mg
       3     0.5031    0.4435   26.9672     97.3909     95.9148      5.03006  microrelief1 A_K BA_mha
       3     0.4941    0.4334   27.8352     97.9110     96.3317      5.07537  Defol_2006 fiveyearmeantemp fiveyearmeanz
       3     0.4701    0.4065   30.1482     99.2530     97.4138      5.19417  microrelief1 A_Mg BA_mha
       3     0.4670    0.4030   30.4520     99.4247     97.5530      5.20958  Defol_2006 fiveyearmeantemp A_K
       3     0.4503    0.3843   32.0643    100.3195     98.2803      5.29057  Defol_2006 fiveyearmeantemp A_Mg
       3     0.4362    0.3685   33.4267    101.0547     98.8808      5.35806  Defol_2006 microrelief1 BA_mha
       3     0.4107    0.3400   35.8856    102.3361     99.9339      5.47775  fiveyearmeantemp fiveyearmeanz A_Mg
       3     0.3935    0.3207   37.5430    103.1690    100.6226      5.55698  fiveyearmeantemp fiveyearmeanz BA_mha
       3     0.3903    0.3172   37.8502    103.3208    100.7484      5.57154  fiveyearmeantemp fiveyearmeanz A_K
       3     0.3821    0.3079   38.6484    103.7115    101.0729      5.60920  Defol_2006 fiveyearmeantemp BA_mha
       3     0.3752    0.3003   39.3069    104.0299    101.3379      5.64008  fiveyearmeantemp A_Mg A_K
       3     0.3712    0.2958   39.6938    104.2153    101.4924      5.65814  fiveyearmeanz A_Mg BA_mha
       3     0.3634    0.2871   40.4467    104.5729    101.7908      5.69313  fiveyearmeantemp A_K BA_mha
       3     0.3616    0.2850   40.6199    104.6545    101.8590      5.70114  fiveyearmeanz A_K BA_mha
       3     0.3520    0.2743   41.5475    105.0878    102.2216      5.74390  Defol_2006 A_K BA_mha
       3     0.3505    0.2725   41.7005    105.1586    102.2810      5.75091  fiveyearmeantemp A_Mg BA_mha

The SAS System                                                                                                      2830

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       3     0.3449    0.2663   42.2340    105.4043    102.4871      5.77533  Defol_2006 A_Mg A_K
       3     0.3388    0.2594   42.8261    105.6746    102.7141      5.80231  fiveyearmeanz A_Mg A_K
       3     0.3107    0.2280   45.5333    106.8793    103.7298      5.92408  Defol_2006 A_Mg BA_mha
       3     0.2017    0.1059   56.0636    111.1402    107.3728      6.37567  A_Mg A_K BA_mha
------------------------------------------------------------------------------------------------------------------------
       4     0.7644    0.7251    3.7455     77.7525     82.3511      3.53519  Defol_2006 microrelief1 fiveyearmeanz A_Mg
       4     0.7250    0.6791    7.5481     82.2357     85.1422      3.81929  Defol_2006 microrelief1 fiveyearmeanz
                                                                              BA_mha
       4     0.7216    0.6751    7.8782     82.5940     85.3710      3.84296  Defol_2006 microrelief1 fiveyearmeanz A_K
       4     0.7105    0.6623    8.9421     83.7198     86.0956      3.91828  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg
       4     0.6839    0.6312   11.5104     86.2698     87.7699      4.09439  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K
       4     0.6833    0.6305   11.5703     86.3268     87.8078      4.09841  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz
       4     0.6747    0.6205   12.3986     87.1020     88.3264      4.15356  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_K
       4     0.6691    0.6139   12.9457     87.6030     88.6639      4.18960  microrelief1 fiveyearmeanz A_Mg BA_mha
       4     0.6670    0.6115   13.1453     87.7836     88.7860      4.20266  microrelief1 fiveyearmeanz A_Mg A_K
       4     0.6645    0.6086   13.3875     88.0013     88.9335      4.21846  microrelief1 fiveyearmeantemp A_Mg A_K
       4     0.6625    0.6062   13.5819     88.1749     89.0513      4.23111  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_Mg
       4     0.6535    0.5958   14.4456     88.9336     89.5691      4.28682  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz BA_mha
       4     0.6465    0.5876   15.1243     89.5162     89.9694      4.33010  microrelief1 fiveyearmeantemp A_K BA_mha
       4     0.6455    0.5864   15.2189     89.5965     90.0248      4.33609  microrelief1 fiveyearmeanz A_K BA_mha
       4     0.6409    0.5811   15.6633     89.9707     90.2835      4.36416  microrelief1 fiveyearmeantemp A_Mg BA_mha
       4     0.5976    0.5306   19.8412     93.2709     92.6088      4.61968  Defol_2006 fiveyearmeanz A_Mg BA_mha
       4     0.5879    0.5193   20.7770     93.9613     93.1051      4.67500  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_Mg
       4     0.5792    0.5091   21.6171     94.5674     93.5436      4.72411  Defol_2006 fiveyearmeanz A_K BA_mha
       4     0.5755    0.5048   21.9734     94.8207     93.7277      4.74479  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              BA_mha
       4     0.5721    0.5008   22.3030     95.0531     93.8969      4.76383  Defol_2006 fiveyearmeanz A_Mg A_K

The SAS System                                                                                                      2831

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       4     0.5696    0.4978   22.5510     95.2266     94.0235      4.77811  Defol_2006 microrelief1 A_Mg A_K
       4     0.5618    0.4887   23.3010     95.7454     94.4033      4.82104  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              BA_mha
       4     0.5551    0.4810   23.9456     96.1840     94.7259      4.85764  Defol_2006 microrelief1 A_K BA_mha
       4     0.5512    0.4764   24.3244     96.4387     94.9137      4.87901  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_K
       4     0.5180    0.4376   27.5289     98.5080     96.4569      5.05623  Defol_2006 microrelief1 A_Mg BA_mha
       4     0.5162    0.4356   27.6979     98.6132     96.5361      5.06541  microrelief1 A_Mg A_K BA_mha
       4     0.4859    0.4002   30.6287    100.3784     97.8763      5.22194  Defol_2006 fiveyearmeantemp A_Mg A_K
       4     0.4710    0.3829   32.0600    101.2029     98.5092      5.29671  Defol_2006 fiveyearmeantemp A_K BA_mha
       4     0.4520    0.3607   33.8939    102.2262     99.3008      5.39099  Defol_2006 fiveyearmeantemp A_Mg BA_mha
       4     0.4194    0.3227   37.0432    103.9035    100.6124      5.54916  fiveyearmeantemp fiveyearmeanz A_Mg BA_mha
       4     0.4151    0.3176   37.4591    104.1179    100.7813      5.56971  fiveyearmeantemp fiveyearmeanz A_Mg A_K
       4     0.4073    0.3085   38.2177    104.5050    101.0869      5.60701  fiveyearmeantemp fiveyearmeanz A_K BA_mha
       4     0.3754    0.2714   41.2881    106.0208    102.2924      5.75548  fiveyearmeantemp A_Mg A_K BA_mha
       4     0.3713    0.2665   41.6925    106.2147    102.4475      5.77475  fiveyearmeanz A_Mg A_K BA_mha
       4     0.3579    0.2509   42.9823    106.8245    102.9370      5.83579  Defol_2006 A_Mg A_K BA_mha
------------------------------------------------------------------------------------------------------------------------
       5     0.7803    0.7325    4.2070     77.7216     83.8611      3.48696  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg
       5     0.7690    0.7188    5.2957     79.1733     84.6009      3.57534  Defol_2006 microrelief1 fiveyearmeanz A_Mg
                                                                              BA_mha
       5     0.7653    0.7142    5.6587     79.6417     84.8434      3.60433  Defol_2006 microrelief1 fiveyearmeanz A_Mg
                                                                              A_K
       5     0.7436    0.6879    7.7467     82.1980     86.2014      3.76674  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K
       5     0.7401    0.6836    8.0881     82.5954     86.4178      3.79264  Defol_2006 microrelief1 fiveyearmeanz A_K
                                                                              BA_mha
       5     0.7285    0.6695    9.2083     83.8622     87.1177      3.87639  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz BA_mha
       5     0.7143    0.6522   10.5798     85.3413     87.9540      3.97652  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg A_K
       5     0.7107    0.6479   10.9222     85.6992     88.1594      4.00113  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg BA_mha

The SAS System                                                                                                      2832

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       5     0.6953    0.6291   12.4092     87.2039     89.0365      4.10629  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_Mg A_K
       5     0.6852    0.6167   13.3920     88.1571     89.6033      4.17433  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K BA_mha
       5     0.6752    0.6047   14.3479     89.0552     90.1452      4.23947  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_K BA_mha
       5     0.6742    0.6034   14.4496     89.1491     90.2023      4.24634  microrelief1 fiveyearmeantemp A_Mg A_K
                                                                              BA_mha
       5     0.6697    0.5979   14.8824     89.5455     90.4443      4.27546  microrelief1 fiveyearmeanz A_Mg A_K BA_mha
       5     0.6657    0.5930   15.2716     89.8973     90.6603      4.30148  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_Mg BA_mha
       5     0.6032    0.5170   21.2993     94.8634     93.8318      4.68601  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_Mg BA_mha
       5     0.5978    0.5103   21.8289     95.2617     94.0959      4.71830  Defol_2006 fiveyearmeanz A_Mg A_K BA_mha
       5     0.5896    0.5004   22.6166     95.8441     94.4847      4.76591  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_Mg A_K
       5     0.5834    0.4929   23.2124     96.2770     94.7756      4.80162  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_K BA_mha
       5     0.5697    0.4761   24.5373     97.2171     95.4129      4.88008  Defol_2006 microrelief1 A_Mg A_K BA_mha
       5     0.4860    0.3742   32.6192    102.3728     99.0409      5.33374  Defol_2006 fiveyearmeantemp A_Mg A_K
                                                                              BA_mha
       5     0.4212    0.2953   38.8751    105.8164    101.5819      5.66000  fiveyearmeantemp fiveyearmeanz A_Mg A_K
                                                                              BA_mha
------------------------------------------------------------------------------------------------------------------------
       6     0.7823    0.7230    6.0102     79.4512     86.4859      3.54875  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg A_K
       6     0.7808    0.7211    6.1545     79.6496     86.5667      3.56091  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg BA_mha
       6     0.7692    0.7063    7.2754     81.1470     87.1910      3.65404  Defol_2006 microrelief1 fiveyearmeanz A_Mg
                                                                              A_K BA_mha
       6     0.7504    0.6823    9.0939     83.4227     88.1905      3.80026  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_K BA_mha
       6     0.7154    0.6378   12.4726     87.2284     90.0006      4.05798  microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg A_K BA_mha

The SAS System                                                                                                      2833

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08

R-Square Selection Method

Number in            Adjusted                                           Root
  Model    R-Square  R-Square      C(p)         AIC         BIC          MSE  Variables in Model

       6     0.7033    0.6223   13.6433     88.4386     90.6126      4.14354  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              A_Mg A_K BA_mha
       6     0.6033    0.4951   23.2966     96.8614     95.3450      4.79116  Defol_2006 fiveyearmeantemp fiveyearmeanz
                                                                              A_Mg A_K BA_mha
------------------------------------------------------------------------------------------------------------------------
       7     0.7824    0.7099    8.0000     81.4371     89.2421      3.63138  Defol_2006 microrelief1 fiveyearmeantemp
                                                                              fiveyearmeanz A_Mg A_K BA_mha

The SAS System                                                                                                      2834

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

Number of Observations Read                         31
Number of Observations Used                         29
Number of Observations with Missing Values           2

                             Analysis of Variance

                                    Sum of           Mean
Source                   DF        Squares         Square    F Value    Pr > F

Model                     7      995.99885      142.28555      10.79    <.0001
Error                    21      276.92489       13.18690
Corrected Total          28     1272.92374

Root MSE              3.63138    R-Square     0.7824
Dependent Mean        8.29733    Adj R-Sq     0.7099
Coeff Var            43.76562

                                             Parameter Estimates

                                                Parameter       Standard                              Variance
Variable            Label               DF       Estimate          Error    t Value    Pr > |t|      Inflation

Intercept           Intercept            1       13.68946        6.28348       2.18      0.0409              0
Defol_2006          Defol_2006           1        4.15238        1.63214       2.54      0.0189        1.32351
microrelief1                             1        6.72821        1.61778       4.16      0.0004        1.19082
fiveyearmeantemp    fiveyearmeantemp     1       -1.03698        0.91821      -1.13      0.2715        1.84371
fiveyearmeanz       fiveyearmeanz        1      -10.65035        3.85232      -2.76      0.0116        2.12931
A_Mg                A_Mg                 1       -2.79878        1.59117      -1.76      0.0931        2.25905
A_K                 A_K                  1       -3.82232        9.72551      -0.39      0.6983        2.53459
BA_mha              BA_mha               1       -0.01542        0.15237      -0.10      0.9204        2.05881

The SAS System                                                                                                      2835

The REG Procedure
Model: MODEL1
Dependent Variable: Dieback_08 Dieback_08

     Test of First and Second
       Moment Specification

    DF    Chi-Square    Pr > ChiSq

    30         20.92        0.8904

Durbin-Watson D                1.680
Number of Observations            29
1st Order Autocorrelation      0.147

The SAS System                                                                                                      2836

                                     Plot of residual*predict.  Symbol used is '*'.

       ‚
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  10.0 ˆ
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   7.5 ˆ
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   5.0 ˆ
R      ‚
e      ‚                       *
s      ‚
i      ‚                                                                                                    *
d  2.5 ˆ              *
u      ‚               *     *              *
a      ‚    *       *
l      ‚          *                     *
       ‚
   0.0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ
       ‚                                *
       ‚                            *
       ‚                          **
       ‚                             * **
  -2.5 ˆ                 *          *
       ‚                              *        *
       ‚                                    *
       ‚
       ‚                                      *
  -5.0 ˆ                            *
       ‚
       Šƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒ
        0.0      2.5      5.0      7.5     10.0     12.5     15.0     17.5     20.0     22.5     25.0     27.5     30.0

                                                 Predicted Value of Dieback_08

NOTE: 2 obs had missing values.  2 obs hidden.

The SAS System                                                                                                      2837

                                     Plot of student*predict.  Symbol used is '*'.

     ‚
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   3 ˆ
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     ‚                                     *
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S    ‚
t  2 ˆ
u    ‚                                *
d    ‚
e    ‚
n    ‚                        *
t    ‚                                                                                                     *
i  1 ˆ               *
z    ‚
e    ‚             *  *     *
d    ‚     *       *                       *
     ‚           *                     *
R    ‚
e  0 ˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ*ƒƒƒƒƒƒƒƒƒ
s    ‚                                 *
i    ‚                             *
d    ‚                           **
u    ‚                  *           * **
a    ‚                               *
l -1 ˆ                             *          *
     ‚
     ‚                                     * *
     ‚                             *
     ‚
     ‚
  -2 ˆ
     ‚
     Šƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒˆƒƒ
       0.0      2.5      5.0      7.5     10.0     12.5     15.0     17.5     20.0     22.5     25.0     27.5     30.0

                                                Predicted Value of Dieback_08

NOTE: 2 obs had missing values.  1 obs hidden.

The SAS System                                                                                                      2838

Obs    PERCSMMORT    predict    residual     student

  1       2.3256      8.7491    -2.00491    -0.68690
  2       0.0000      9.8136    -3.49779    -1.37850
  3       3.5714       .          .           .
  4       0.0000      2.4270     1.03453     0.34774
  5       4.8780      7.5743    -0.82429    -0.25682
  6       0.0000      8.5710    -0.57102    -0.16720
  7       0.0000      0.8427     1.72877     0.53837
  8       0.0000      9.6492     1.91334     0.56390
  9       0.0000      7.6333    -5.13331    -1.54600
 10       0.0000      4.3850    -2.38504    -0.73582
 11       0.0000      9.6474     8.35257     2.47012
 12       3.8462      8.4530     6.35465     1.85775
 13       0.0000      2.9492     1.28160     0.48897
 14       0.0000      8.1120    -2.90364    -0.83279
 15       0.0000     10.6235    -2.94494    -0.99866
 16       2.5641       .          .           .
 17      13.5135     27.5878     2.96780     1.10944
 18      11.3208     27.9792    -0.14901    -0.05548
 19       0.0000      8.3239    -2.19891    -0.72138
 20       2.1277      7.6844    -2.24957    -0.65764
 21       0.0000      3.5669     2.54424     0.91779
 22       0.0000      8.5203     0.80404     0.25071
 23       0.0000      6.9279    -1.68983    -0.53220
 24       9.5238      5.5999     2.03169     0.65825
 25       3.8462      6.0906     4.10936     1.34240
 26       0.0000      7.1216    -1.53335    -0.53338
 27       0.0000      6.9580    -1.50348    -0.46803
 28       4.4444      3.9565     2.09005     0.74321
 29       0.0000     10.3125    -4.71247    -1.41539
 30       1.8519      7.3795    -2.65724    -0.93407
 31       1.4085      3.1834     1.74617     0.58345

The SAS System                                                                                                      2839

The UNIVARIATE Procedure
Variable:  residual  (Residual)

                            Moments

N                          29    Sum Weights                 29
Mean                        0    Sum Observations             0
Std Deviation       3.1448648    Variance             9.8901746
Skewness           0.71822627    Kurtosis            0.55226058
Uncorrected SS     276.924889    Corrected SS        276.924889
Coeff Variation             .    Std Error Mean      0.58398673

              Basic Statistical Measures

    Location                    Variability

Mean      0.00000     Std Deviation            3.14486
Median   -0.57102     Variance                 9.89017
Mode       .          Range                   13.48588
                      Interquartile Range      4.16292

           Tests for Location: Mu0=0

Test           -Statistic-    -----p Value------

Student's t    t         0    Pr > |t|    1.0000
Sign           M      -1.5    Pr >= |M|   0.7111
Signed Rank    S     -17.5    Pr >= |S|   0.7121

                   Tests for Normality

Test                  --Statistic---    -----p Value------

Shapiro-Wilk          W     0.953607    Pr < W      0.2268
Kolmogorov-Smirnov    D     0.131977    Pr > D     >0.1500
Cramer-von Mises      W-Sq   0.07033    Pr > W-Sq  >0.2500
Anderson-Darling      A-Sq   0.45576    Pr > A-Sq  >0.2500

The SAS System                                                                                                      2840

The UNIVARIATE Procedure
Variable:  residual  (Residual)

Quantiles (Definition 5)

Quantile       Estimate

100% Max       8.352565
99%            8.352565
95%            6.354648
90%            4.109361
75% Q3         1.913345
50% Median    -0.571024
25% Q1        -2.249574
10%           -3.497795
5%            -4.712469
1%            -5.133312
0% Min        -5.133312

           Extreme Observations

------Lowest-----        -----Highest-----

   Value      Obs           Value      Obs

-5.13331        9         2.54424       21
-4.71247       29         2.96780       17
-3.49779        2         4.10936       25
-2.94494       15         6.35465       12
-2.90364       14         8.35257       11

               Missing Values

                       -----Percent Of-----
Missing                             Missing
  Value       Count     All Obs         Obs

      .           2        6.45      100.00

The SAS System                                                                                                      2841

The UNIVARIATE Procedure
Variable:  residual  (Residual)

   Stem Leaf                     #  Boxplot                        Normal Probability Plot
      8 4                        1     0           9+                                             *
      6 4                        1     |            |                                         *   ++++++
      4 1                        1     |            |                                      *++++++
      2 0150                     4     |            |                                +***+*
      0 803779                   6  +--+--+         |                         ++*****
     -0 755861                   6  *-----*         |                   +++*****
     -2 59974220                 8  +-----+         |            **+***+***
     -4 17                       2     |          -5+     *+++*+++
        ----+----+----+----+                         +----+----+----+----+----+----+----+----+----+----+
                                                         -2        -1         0        +1        +2