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) 1 464 139.761 2 467 140.241 -3 -0.481 0.5319 0.6606 Call: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^2, data = BestDF) Residuals: Min 1Q Median 3Q Max -1.42173 -0.35953 -0.01294 0.35201 1.75792 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 4.472069 0.025013 178.793 < 2e-16 *** comm.strat1 -0.006955 0.035373 -0.197 0.84420 comm.strat2 0.032128 0.020423 1.573 0.11636 comm.strat3 0.108946 0.014441 7.544 2.4e-13 *** migr.freq1 0.229365 0.025013 9.170 < 2e-16 *** max.cpu1 -0.365825 0.025013 -14.626 < 2e-16 *** comm.strat1:migr.freq1 -0.028248 0.035373 -0.799 0.42495 comm.strat2:migr.freq1 0.035251 0.020423 1.726 0.08500 . comm.strat3:migr.freq1 0.014171 0.014441 0.981 0.32695 comm.strat1:max.cpu1 -0.039036 0.035373 -1.104 0.27036 comm.strat2:max.cpu1 0.003896 0.020423 0.191 0.84880 comm.strat3:max.cpu1 0.010938 0.014441 0.757 0.44918 migr.freq1:max.cpu1 0.067544 0.025013 2.700 0.00718 ** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.548 on 467 degrees of freedom Multiple R-Squared: 0.4428, Adjusted R-squared: 0.4285 F-statistic: 30.93 on 12 and 467 DF, p-value: < 2.2e-16 Df Sum Sq Mean Sq F value Pr(>F) comm.strat 3 17.846 5.949 19.8093 4.203e-12 *** migr.freq 1 25.252 25.252 84.0887 < 2.2e-16 *** max.cpu 1 64.238 64.238 213.9092 < 2.2e-16 *** comm.strat:migr.freq 3 1.375 0.458 1.5266 0.206784 comm.strat:max.cpu 3 0.549 0.183 0.6093 0.609236 migr.freq:max.cpu 1 2.190 2.190 7.2921 0.007177 ** Residuals 467 140.241 0.300 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Tables of means Grand mean 4.472069 comm.strat comm.strat FC HC R RW 4.34 4.32 4.43 4.80 migr.freq migr.freq fixed increasing 4.24 4.70 max.cpu max.cpu 4 8 4.84 4.11 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC 4.13 4.55 HC 4.17 4.48 R 4.14 4.71 RW 4.53 5.07 comm.strat:max.cpu max.cpu comm.strat 4 8 FC 4.68 4.00 HC 4.74 3.90 R 4.80 4.06 RW 5.13 4.47 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 4.68 3.81 increasing 5.00 4.40 Standard errors for differences of means comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.0707 0.0500 0.0500 0.1001 0.1001 replic. 120 240 240 60 60 migr.freq:max.cpu 0.0707 replic. 120 Tables of effects comm.strat comm.strat FC HC R RW -0.134 -0.148 -0.045 0.327 migr.freq migr.freq fixed increasing -0.2294 0.2294 max.cpu max.cpu 4 8 0.366 -0.366 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC 0.0212 -0.0212 HC 0.0777 -0.0777 R -0.0563 0.0563 RW -0.0425 0.0425 comm.strat:max.cpu max.cpu comm.strat 4 8 FC -0.0242 0.0242 HC 0.0539 -0.0539 R 0.0031 -0.0031 RW -0.0328 0.0328 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 0.0675 -0.0675 increasing -0.0675 0.0675 Standard errors of effects comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.0500 0.0354 0.0354 0.0707 0.0707 replic. 120 240 240 60 60 migr.freq:max.cpu 0.0500 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 -0.01391097 -0.19631663 0.1684947 0.9973045 R-FC 0.08942766 -0.09297800 0.2718333 0.5863289 RW-FC 0.46095465 0.27854899 0.6433603 0.0000000 R-HC 0.10333863 -0.07906703 0.2857443 0.4622398 RW-HC 0.47486562 0.29245996 0.6572713 0.0000000 RW-R 0.37152699 0.18912132 0.5539327 0.0000014 $migr.freq diff lwr upr p adj increasing-fixed 0.4587308 0.3604284 0.5570332 0 $max.cpu diff lwr upr p adj 8-4 -0.7316508 -0.8299532 -0.6333484 0 $`comm.strat:migr.freq` diff lwr upr p adj HC:fixed-FC:fixed 0.04258460 -0.262041464 0.3472107 0.9998839 R:fixed-FC:fixed 0.01192369 -0.292702377 0.3165498 1.0000000 RW:fixed-FC:fixed 0.39726701 0.092640950 0.7018931 0.0021040 FC:increasing-FC:fixed 0.41638277 0.111756704 0.7210088 0.0009759 HC:increasing-FC:fixed 0.34597623 0.041350163 0.6506023 0.0136989 R:increasing-FC:fixed 0.58331441 0.278688342 0.8879405 0.0000003 RW:increasing-FC:fixed 0.94102506 0.636398994 1.2456511 0.0000000 R:fixed-HC:fixed -0.03066091 -0.335286978 0.2739652 0.9999876 RW:fixed-HC:fixed 0.35468241 0.050056349 0.6593085 0.0101696 FC:increasing-HC:fixed 0.37379817 0.069172103 0.6784242 0.0051345 HC:increasing-HC:fixed 0.30339163 -0.001234438 0.6080177 0.0518054 R:increasing-HC:fixed 0.54072981 0.236103740 0.8453559 0.0000029 RW:increasing-HC:fixed 0.89844046 0.593814392 1.2030665 0.0000000 RW:fixed-R:fixed 0.38534333 0.080717262 0.6899694 0.0033343 FC:increasing-R:fixed 0.40445908 0.099833016 0.7090851 0.0015826 HC:increasing-R:fixed 0.33405254 0.029426475 0.6386786 0.0203151 R:increasing-R:fixed 0.57139072 0.266764653 0.8760168 0.0000006 RW:increasing-R:fixed 0.92910137 0.624475305 1.2337274 0.0000000 FC:increasing-RW:fixed 0.01911575 -0.285510311 0.3237418 0.9999995 HC:increasing-RW:fixed -0.05129079 -0.355916852 0.2533353 0.9995976 R:increasing-RW:fixed 0.18604739 -0.118578673 0.4906735 0.5795340 RW:increasing-RW:fixed 0.54375804 0.239131979 0.8483841 0.0000025 HC:increasing-FC:increasing -0.07040654 -0.375032606 0.2342195 0.9968742 R:increasing-FC:increasing 0.16693164 -0.137694427 0.4715577 0.7076887 RW:increasing-FC:increasing 0.52464229 0.220016224 0.8292684 0.0000066 R:increasing-HC:increasing 0.23733818 -0.067287886 0.5419642 0.2575743 RW:increasing-HC:increasing 0.59504883 0.290422765 0.8996749 0.0000001 RW:increasing-R:increasing 0.35771065 0.053084587 0.6623367 0.0091504 $`comm.strat:max.cpu` diff lwr upr p adj HC:4-FC:4 0.06416080 -0.24046527 0.36878686 0.9982674 R:4-FC:4 0.11677644 -0.18784962 0.42140251 0.9407976 RW:4-FC:4 0.45234310 0.14771703 0.75696916 0.0002089 FC:8-FC:4 -0.68324627 -0.98787234 -0.37862021 0.0000000 HC:8-FC:4 -0.77522901 -1.07985508 -0.47060295 0.0000000 R:8-FC:4 -0.62116739 -0.92579345 -0.31654132 0.0000000 RW:8-FC:4 -0.21368007 -0.51830613 0.09094600 0.3934605 R:4-HC:4 0.05261564 -0.25201042 0.35724171 0.9995237 RW:4-HC:4 0.38818230 0.08355623 0.69280836 0.0029921 FC:8-HC:4 -0.74740707 -1.05203314 -0.44278101 0.0000000 HC:8-HC:4 -0.83938981 -1.14401587 -0.53476375 0.0000000 R:8-HC:4 -0.68532819 -0.98995425 -0.38070212 0.0000000 RW:8-HC:4 -0.27784087 -0.58246693 0.02678520 0.1033263 RW:4-R:4 0.33556666 0.03094059 0.64019272 0.0193411 FC:8-R:4 -0.80002271 -1.10464878 -0.49539665 0.0000000 HC:8-R:4 -0.89200545 -1.19663152 -0.58737939 0.0000000 R:8-R:4 -0.73794383 -1.04256989 -0.43331776 0.0000000 RW:8-R:4 -0.33045651 -0.63508257 -0.02583044 0.0228050 FC:8-RW:4 -1.13558937 -1.44021544 -0.83096331 0.0000000 HC:8-RW:4 -1.22757211 -1.53219817 -0.92294604 0.0000000 R:8-RW:4 -1.07351049 -1.37813655 -0.76888442 0.0000000 RW:8-RW:4 -0.66602317 -0.97064923 -0.36139710 0.0000000 HC:8-FC:8 -0.09198274 -0.39660880 0.21264333 0.9841383 R:8-FC:8 0.06207889 -0.24254718 0.36670495 0.9985984 RW:8-FC:8 0.46956620 0.16494014 0.77419227 0.0000957 R:8-HC:8 0.15406162 -0.15056444 0.45868769 0.7854051 RW:8-HC:8 0.56154894 0.25692288 0.86617501 0.0000010 RW:8-R:8 0.40748732 0.10286125 0.71211338 0.0014017 $`migr.freq:max.cpu` diff lwr upr p adj increasing:4-fixed:4 0.3236430 0.1412373 0.50604864 3.62e-05 fixed:8-fixed:4 -0.8667386 -1.0491443 -0.68433292 0.00e+00 increasing:8-fixed:4 -0.2729200 -0.4553256 -0.09051431 7.51e-04 fixed:8-increasing:4 -1.1903816 -1.3727872 -1.00797589 0.00e+00 increasing:8-increasing:4 -0.5965629 -0.7789686 -0.41415728 0.00e+00 increasing:8-fixed:8 0.5938186 0.4114129 0.77622427 0.00e+00 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 4.8379 4.7585 4.9173 8 == 0 4.1062 4.0269 4.1856 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 4.2427 4.1633 4.3221 increasing == 0 4.7014 4.6221 4.7808 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 4.3380 4.2129 4.4630 HC == 0 4.3240 4.1990 4.4491 R == 0 4.4274 4.3023 4.5525 RW == 0 4.7989 4.6738 4.9240 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 -1.892364 0.05844256 postscript 2 postscript 2