The SAS System 1 09:58 Tuesday, November 30, 2010 The REG Procedure Model: MODEL1 Dependent Variable: jantemp Number of Observations Read 16 Number of Observations Used 16 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 3 934.32342 311.44114 490.84 <.0001 Error 12 7.61408 0.63451 Corrected Total 15 941.93750 Root MSE 0.79656 R-Square 0.9919 Dependent Mean 49.43750 Adj R-Sq 0.9899 Coeff Var 1.61125 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 151.42747 25.09648 6.03 <.0001 lat 1 -1.99301 0.13666 -14.58 <.0001 long 1 -0.38616 0.22811 -1.69 0.1163 elev 1 -0.00953 0.00567 -1.68 0.1186 The SAS System 2 09:58 Tuesday, November 30, 2010 The REG Procedure Model: MODEL2 Dependent Variable: jantemp Number of Observations Read 16 Number of Observations Used 16 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 1 881.00300 881.00300 202.41 <.0001 Error 14 60.93450 4.35246 Corrected Total 15 941.93750 Root MSE 2.08626 R-Square 0.9353 Dependent Mean 49.43750 Adj R-Sq 0.9307 Coeff Var 4.21999 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 126.12969 5.41569 23.29 <.0001 lat 1 -2.47236 0.17378 -14.23 <.0001 The SAS System 3 09:58 Tuesday, November 30, 2010 The REG Procedure Model: MODEL3 Dependent Variable: jantemp Number of Observations Read 16 Number of Observations Used 16 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 2 932.50501 466.25251 642.60 <.0001 Error 13 9.43249 0.72558 Corrected Total 15 941.93750 Root MSE 0.85181 R-Square 0.9900 Dependent Mean 49.43750 Adj R-Sq 0.9884 Coeff Var 1.72300 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 109.20606 2.98737 36.56 <.0001 lat 1 -1.83063 0.10410 -17.59 <.0001 elev 1 -0.01847 0.00219 -8.43 <.0001 The SAS System 4 09:58 Tuesday, November 30, 2010 The REG Procedure Model: MODEL4 Dependent Variable: jantemp Number of Observations Read 16 Number of Observations Used 16 Analysis of Variance Sum of Mean Source DF Squares Square F Value Pr > F Model 3 932.53804 310.84601 396.85 <.0001 Error 12 9.39946 0.78329 Corrected Total 15 941.93750 Root MSE 0.88504 R-Square 0.9900 Dependent Mean 49.43750 Adj R-Sq 0.9875 Coeff Var 1.79021 Parameter Estimates Parameter Standard Variable DF Estimate Error t Value Pr > |t| Intercept 1 109.67841 3.86352 28.39 <.0001 lat 1 -1.84651 0.13296 -13.89 <.0001 elev 1 -0.02269 0.02068 -1.10 0.2941 lat_elev 1 0.00013186 0.00064221 0.21 0.8408