Warning message: In trellis.par.postscript 2 postscript 2 Analysis of Variance Table Model 1: best ~ (comm.strat + migLoading required package: grid Loading required package: mvtnorm .cpu)^2 Res.Df RSS Df Sum of Sq F Pr(>F) 1 464 0.10917 2 467 0.10944 -3 -0.00027 0.3822 0.7659 Call: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^2, data = BestDF) Residuals: Min 1Q Median 3Q Max -0.0104569 -0.0031702 -0.0010883 0.0001419 0.1485256 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.0025078 0.0006987 3.589 0.000367 *** comm.strat1 0.0001893 0.0009881 0.192 0.848187 comm.strat2 -0.0006309 0.0005705 -1.106 0.269363 comm.strat3 -0.0008359 0.0004034 -2.072 0.038798 * migr.freq1 -0.0013722 0.0006987 -1.964 0.050140 . max.cpu1 -0.0013722 0.0006987 -1.964 0.050140 . comm.strat1:migr.freq1 -0.0009463 0.0009881 -0.958 0.338715 comm.strat2:migr.freq1 -0.0001262 0.0005705 -0.221 0.825058 comm.strat3:migr.freq1 0.0004574 0.0004034 1.134 0.257448 comm.strat1:max.cpu1 -0.0009463 0.0009881 -0.958 0.338715 comm.strat2:max.cpu1 -0.0001262 0.0005705 -0.221 0.825058 comm.strat3:max.cpu1 0.0004574 0.0004034 1.134 0.257448 migr.freq1:max.cpu1 0.0009936 0.0006987 1.422 0.155666 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.01531 on 467 degrees of freedom Multiple R-Squared: 0.04066, Adjusted R-squared: 0.01601 F-statistic: 1.649 on 12 and 467 DF, p-value: 0.07523 Df Sum Sq Mean Sq F value Pr(>F) comm.strat 3 0.001301 0.000434 1.8512 0.13706 migr.freq 1 0.000904 0.000904 3.8567 0.05014 . max.cpu 1 0.000904 0.000904 3.8567 0.05014 . comm.strat:migr.freq 3 0.000528 0.000176 0.7506 0.52243 comm.strat:max.cpu 3 0.000528 0.000176 0.7506 0.52243 migr.freq:max.cpu 1 0.000474 0.000474 2.0224 0.15567 Residuals 467 0.109436 0.000234 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Tables of means Grand mean 0.00250776 comm.strat comm.strat FC HC R RW 0.00379 0.00416 0.00208 0.00000 migr.freq migr.freq fixed increasing 0.00388 0.00114 max.cpu max.cpu 4 8 0.00388 0.00114 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC 0.00454 0.00303 HC 0.00681 0.00151 R 0.00416 0.00000 RW 0.00000 0.00000 comm.strat:max.cpu max.cpu comm.strat 4 8 FC 0.00454 0.00303 HC 0.00681 0.00151 R 0.00416 0.00000 RW 0.00000 0.00000 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 0.00625 0.00151 increasing 0.00151 0.00076 Standard errors for differences of means comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.00198 0.00140 0.00140 0.00279 0.00279 replic. 120 240 240 60 60 migr.freq:max.cpu 0.00198 replic. 120 Tables of effects comm.strat comm.strat FC HC R RW 0.001278 0.001656 -0.000426 -0.002508 migr.freq migr.freq fixed increasing 0.001372 -0.001372 max.cpu max.cpu 4 8 0.001372 -0.001372 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC -0.000615 0.000615 HC 0.001278 -0.001278 R 0.000710 -0.000710 RW -0.001372 0.001372 comm.strat:max.cpu max.cpu comm.strat 4 8 FC -0.000615 0.000615 HC 0.001278 -0.001278 R 0.000710 -0.000710 RW -0.001372 0.001372 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 0.000994 -0.000994 increasing -0.000994 0.000994 Standard errors of effects comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.001397 0.000988 0.000988 0.001976 0.001976 replic. 120 240 240 60 60 migr.freq:max.cpu 0.001397 replic. 120 postscript 2 postscript 2 Tukey multiple comparisons of means 95% family-wise confidence level Fit: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^2, data = BestDF) $comm.strat diff lwr upr p adj HC-FC 0.0003785298 -0.004716884 0.0054739433 0.9975068 R-FC -0.0017033841 -0.006798798 0.0033920294 0.8244573 RW-FC -0.0037852979 -0.008880711 0.0013101156 0.2229308 R-HC -0.0020819138 -0.007177327 0.0030134996 0.7179668 RW-HC -0.0041638277 -0.009259241 0.0009315858 0.1523679 RW-R -0.0020819138 -0.007177327 0.0030134996 0.7179668 $migr.freq diff lwr upr p adj increasing-fixed -0.002744341 -0.005490371 1.688948e-06 0.0501405 $max.cpu diff lwr upr p adj 8-4 -0.002744341 -0.005490371 1.688948e-06 0.0501405 $`comm.strat:migr.freq` diff lwr upr p adj HC:fixed-FC:fixed 2.271179e-03 -0.006238402 0.010780760 0.9923881 R:fixed-FC:fixed -3.785298e-04 -0.008888111 0.008131051 1.0000000 RW:fixed-FC:fixed -4.542357e-03 -0.013051938 0.003967223 0.7348477 FC:increasing-FC:fixed -1.514119e-03 -0.010023700 0.006995462 0.9994208 HC:increasing-FC:fixed -3.028238e-03 -0.011537819 0.005481343 0.9600564 R:increasing-FC:fixed -4.542357e-03 -0.013051938 0.003967223 0.7348477 RW:increasing-FC:fixed -4.542357e-03 -0.013051938 0.003967223 0.7348477 R:fixed-HC:fixed -2.649709e-03 -0.011159289 0.005859872 0.9810497 RW:fixed-HC:fixed -6.813536e-03 -0.015323117 0.001696045 0.2256279 FC:increasing-HC:fixed -3.785298e-03 -0.012294879 0.004724283 0.8771377 HC:increasing-HC:fixed -5.299417e-03 -0.013808998 0.003210164 0.5542651 R:increasing-HC:fixed -6.813536e-03 -0.015323117 0.001696045 0.2256279 RW:increasing-HC:fixed -6.813536e-03 -0.015323117 0.001696045 0.2256279 RW:fixed-R:fixed -4.163828e-03 -0.012673409 0.004345753 0.8127675 FC:increasing-R:fixed -1.135589e-03 -0.009645170 0.007373992 0.9999151 HC:increasing-R:fixed -2.649709e-03 -0.011159289 0.005859872 0.9810497 R:increasing-R:fixed -4.163828e-03 -0.012673409 0.004345753 0.8127675 RW:increasing-R:fixed -4.163828e-03 -0.012673409 0.004345753 0.8127675 FC:increasing-RW:fixed 3.028238e-03 -0.005481343 0.011537819 0.9600564 HC:increasing-RW:fixed 1.514119e-03 -0.006995462 0.010023700 0.9994208 R:increasing-RW:fixed 5.149960e-18 -0.008509581 0.008509581 1.0000000 RW:increasing-RW:fixed 2.385245e-18 -0.008509581 0.008509581 1.0000000 HC:increasing-FC:increasing -1.514119e-03 -0.010023700 0.006995462 0.9994208 R:increasing-FC:increasing -3.028238e-03 -0.011537819 0.005481343 0.9600564 RW:increasing-FC:increasing -3.028238e-03 -0.011537819 0.005481343 0.9600564 R:increasing-HC:increasing -1.514119e-03 -0.010023700 0.006995462 0.9994208 RW:increasing-HC:increasing -1.514119e-03 -0.010023700 0.006995462 0.9994208 RW:increasing-R:increasing -2.764716e-18 -0.008509581 0.008509581 1.0000000 $`comm.strat:max.cpu` diff lwr upr p adj HC:4-FC:4 2.271179e-03 -0.006238402 0.010780760 0.9923881 R:4-FC:4 -3.785298e-04 -0.008888111 0.008131051 1.0000000 RW:4-FC:4 -4.542357e-03 -0.013051938 0.003967223 0.7348477 FC:8-FC:4 -1.514119e-03 -0.010023700 0.006995462 0.9994208 HC:8-FC:4 -3.028238e-03 -0.011537819 0.005481343 0.9600564 R:8-FC:4 -4.542357e-03 -0.013051938 0.003967223 0.7348477 RW:8-FC:4 -4.542357e-03 -0.013051938 0.003967223 0.7348477 R:4-HC:4 -2.649709e-03 -0.011159289 0.005859872 0.9810497 RW:4-HC:4 -6.813536e-03 -0.015323117 0.001696045 0.2256279 FC:8-HC:4 -3.785298e-03 -0.012294879 0.004724283 0.8771377 HC:8-HC:4 -5.299417e-03 -0.013808998 0.003210164 0.5542651 R:8-HC:4 -6.813536e-03 -0.015323117 0.001696045 0.2256279 RW:8-HC:4 -6.813536e-03 -0.015323117 0.001696045 0.2256279 RW:4-R:4 -4.163828e-03 -0.012673409 0.004345753 0.8127675 FC:8-R:4 -1.135589e-03 -0.009645170 0.007373992 0.9999151 HC:8-R:4 -2.649709e-03 -0.011159289 0.005859872 0.9810497 R:8-R:4 -4.163828e-03 -0.012673409 0.004345753 0.8127675 RW:8-R:4 -4.163828e-03 -0.012673409 0.004345753 0.8127675 FC:8-RW:4 3.028238e-03 -0.005481343 0.011537819 0.9600564 HC:8-RW:4 1.514119e-03 -0.006995462 0.010023700 0.9994208 R:8-RW:4 7.860466e-18 -0.008509581 0.008509581 1.0000000 RW:8-RW:4 1.181780e-17 -0.008509581 0.008509581 1.0000000 HC:8-FC:8 -1.514119e-03 -0.010023700 0.006995462 0.9994208 R:8-FC:8 -3.028238e-03 -0.011537819 0.005481343 0.9600564 RW:8-FC:8 -3.028238e-03 -0.011537819 0.005481343 0.9600564 R:8-HC:8 -1.514119e-03 -0.010023700 0.006995462 0.9994208 RW:8-HC:8 -1.514119e-03 -0.010023700 0.006995462 0.9994208 RW:8-R:8 3.957338e-18 -0.008509581 0.008509581 1.0000000 $`migr.freq:max.cpu` diff lwr upr p adj increasing:4-fixed:4 -4.731622e-03 -0.009827036 0.0003637911 0.0795694 fixed:8-fixed:4 -4.731622e-03 -0.009827036 0.0003637911 0.0795694 increasing:8-fixed:4 -5.488682e-03 -0.010584095 -0.0003932685 0.0290349 fixed:8-increasing:4 8.890458e-18 -0.005095413 0.0050954135 1.0000000 increasing:8-increasing:4 -7.570596e-04 -0.005852473 0.0043383539 0.9808596 increasing:8-fixed:8 -7.570596e-04 -0.005852473 0.0043383539 0.9808596 postscript 2 Simultaneous Confidence Intervals for General Linear Hypotheses Multiple Comparisons of Means: Mean Contrasts Fit: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^2, data = BestDF) Estimated Quantile = 2.2435 Linear Hypotheses: Estimate lwr upr 4 == 0 0.003880 0.001663 0.006097 8 == 0 0.001136 -0.001081 0.003352 95% family-wise confidence level Simultaneous Confidence Intervals for General Linear Hypotheses Multiple Comparisons of Means: Mean Contrasts Fit: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^2, data = BestDF) Estimated Quantile = 2.2435 Linear Hypotheses: Estimate lwr upr fixed == 0 0.003880 0.001663 0.006097 increasing == 0 0.001136 -0.001081 0.003352 95% family-wise confidence level Simultaneous Confidence Intervals for General Linear Hypotheses Multiple Comparisons of Means: Mean Contrasts Fit: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^2, data = BestDF) Estimated Quantile = 2.5002 Linear Hypotheses: Estimate lwr upr FC == 0 3.785e-03 2.914e-04 7.279e-03 HC == 0 4.164e-03 6.700e-04 7.658e-03 R == 0 2.082e-03 -1.412e-03 5.576e-03 RW == 0 9.107e-18 -3.494e-03 3.494e-03 95% family-wise confidence level postscript 2 Test stat Pr(>|t|) comm.strat NA NA migr.freq NA NA max.cpu NA NA Tukey test 1.911379 0.05595589 postscript 2 postscript 2