RPD -- Example 8.5 -- Salmon Pentachlorophenate Resistance X COL1 COL2 COL3 COL4 COL5 COL6 ROW1 1 0 0 -1 -1 -1 ROW2 1 0 0 -1 -1 1 ROW3 1 0 0 -1 1 -1 ROW4 1 0 0 -1 1 1 ROW5 1 0 0 1 -1 -1 ROW6 1 0 0 1 -1 1 ROW7 1 0 0 1 1 -1 ROW8 1 0 0 1 1 1 ROW9 1 0 0 0 0 0 ROW10 1 0 0 1.215 0 0 ROW11 1 0 0 -1.215 0 0 ROW12 1 0 0 0 1.215 0 ROW13 1 0 0 0 -1.215 0 ROW14 1 0 0 0 0 1.215 ROW15 1 0 0 0 0 -1.215 ROW16 0 1 0 -1 -1 -1 ROW17 0 1 0 -1 -1 1 ROW18 0 1 0 -1 1 -1 ROW19 0 1 0 -1 1 1 ROW20 0 1 0 1 -1 -1 ROW21 0 1 0 1 -1 1 ROW22 0 1 0 1 1 -1 ROW23 0 1 0 1 1 1 ROW24 0 1 0 0 0 0 ROW25 0 1 0 1.215 0 0 ROW26 0 1 0 -1.215 0 0 ROW27 0 1 0 0 1.215 0 ROW28 0 1 0 0 -1.215 0 ROW29 0 1 0 0 0 1.215 ROW30 0 1 0 0 0 -1.215 ROW31 0 0 1 -1.25 -1.8867 -0.635 ROW32 0 0 1 0.86 -2.22 -0.425 ROW33 0 0 1 1 -2.24 -0.31 ROW34 0 0 1 2.1165 -2.4167 -0.145 ROW35 0 0 1 2.5825 -2.49 -0.08 ROW36 0 0 1 3.2475 -2.6667 0.08 ROW37 0 0 1 1.176 -1.3333 0 ROW38 0 0 1 1.47 -1.6667 0 ROW39 0 0 1 1.764 -2 0 ROW40 0 0 1 2.058 -2.3333 0 X COL7 COL8 COL9 COL10 COL11 COL12 ROW1 1 1 1 1 1 1 ROW2 1 1 1 1 -1 -1 ROW3 1 1 1 -1 1 -1 ROW4 1 1 1 -1 -1 1 ROW5 1 1 1 -1 -1 1 ROW6 1 1 1 -1 1 -1 ROW7 1 1 1 1 -1 -1 ROW8 1 1 1 1 1 1 ROW9 0 0 0 0 0 0 ROW10 1.476225 0 0 0 0 0 ROW11 1.476225 0 0 0 0 0 ROW12 0 1.476225 0 0 0 0 ROW13 0 1.476225 0 0 0 0 ROW14 0 0 1.476225 0 0 0 ROW15 0 0 1.476225 0 0 0 ROW16 1 1 1 1 1 1 ROW17 1 1 1 1 -1 -1 ROW18 1 1 1 -1 1 -1 ROW19 1 1 1 -1 -1 1 ROW20 1 1 1 -1 -1 1 ROW21 1 1 1 -1 1 -1 ROW22 1 1 1 1 -1 -1 ROW23 1 1 1 1 1 1 ROW24 0 0 0 0 0 0 ROW25 1.476225 0 0 0 0 0 ROW26 1.476225 0 0 0 0 0 ROW27 0 1.476225 0 0 0 0 ROW28 0 1.476225 0 0 0 0 ROW29 0 0 1.476225 0 0 0 ROW30 0 0 1.476225 0 0 0 ROW31 1.5625 3.5596369 0.403225 2.358375 0.79375 1.1980545 ROW32 0.7396 4.9284 0.180625 -1.9092 -0.3655 0.9435 ROW33 1 5.0176 0.0961 -2.24 -0.31 0.6944 ROW34 4.4795723 5.8404389 0.021025 -5.114946 -0.306893 0.3504215 ROW35 6.6693063 6.2001 0.0064 -6.430425 -0.2066 0.1992 ROW36 10.546256 7.1112889 0.0064 -8.660108 0.2598 -0.213336 ROW37 1.382976 1.7776889 0 -1.567961 0 0 ROW38 2.1609 2.7778889 0 -2.450049 0 0 ROW39 3.111696 4 0 -3.528 0 0 ROW40 4.235364 5.4442889 0 -4.801931 0 0 BETAHAT SE_BETAHAT T_STATS S2 61.843987 3.4407719 17.97387 76.533772 56.510653 3.4407719 16.42383 70.407942 8.2278331 8.5572886 9.127166 1.7719733 5.1508485 -9.8516 1.8546687 -5.311784 0.2632813 1.8619286 0.1414025 -1.260194 1.46448 -0.860506 -6.497673 2.0145883 -3.225311 -2.984916 2.9523386 -1.011034 -0.933908 1.5105102 -0.618273 2.2419511 2.1504524 1.0425486 -0.139222 2.1378083 -0.065124 BETAHAT_R SE_BETAHAT_R S2_R 59.034845 2.4292006 69.086616 53.701512 2.4292006 70.560136 7.603604 9.2125512 1.4744335 -9.820102 1.7599827 -6.895506 1.5586739 RPD -- Example 8.5 -- Salmon Pentachlorophenate Resistance The RSREG Procedure Response Surface for Variable lethal_time Response Mean 56.775000 Root MSE 8.748358 R-Square 0.8087 Coefficient of Variation 15.4088 Type I Sum Regression DF of Squares R-Square F Value Pr > F Covariates 2 3766.741667 0.3362 24.61 <.0001 Linear 3 3737.988084 0.3337 16.28 <.0001 Quadratic 3 1451.974223 0.1296 6.32 0.0021 Crossproduct 3 103.325414 0.0092 0.45 0.7193 Total Model 11 9060.029389 0.8087 10.76 <.0001 Sum of Residual DF Squares Mean Square Total Error 28 2142.945611 76.533772 Standard Parameter DF Estimate Error t Value Pr > |t| Intercept 1 70.407942 8.227833 8.56 <.0001 salinity 1 9.127166 1.771973 5.15 <.0001 temperature 1 -9.851600 1.854669 -5.31 <.0001 oxygen 1 0.263281 1.861929 0.14 0.8886 salinity*salinity 1 -1.260194 1.464480 -0.86 0.3968 temperature*salinity 1 -0.933908 1.510510 -0.62 0.5414 temperature*temperature 1 -6.497673 2.014588 -3.23 0.0032 oxygen*salinity 1 2.241951 2.150452 1.04 0.3061 oxygen*temperature 1 -0.139222 2.137808 -0.07 0.9485 oxygen*oxygen 1 -2.984916 2.952339 -1.01 0.3207 rep1 1 -8.563955 7.908800 -1.08 0.2881 rep2 1 -13.897289 7.908800 -1.76 0.0898 rep3 0 0 . . . Sum of Factor DF Squares Mean Square F Value Pr > F salinity 4 2647.410731 661.852683 8.65 0.0001 temperature 4 2662.414712 665.603678 8.70 0.0001 oxygen 4 162.182839 40.545710 0.53 0.7148