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) 1 464 159.458 2 467 162.187 -3 -2.729 2.647 0.04851 * --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Call: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^3, data = BestDF) Residuals: Min 1Q Median 3Q Max -1.56746 -0.41965 -0.04912 0.38187 2.21520 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 3.025724 0.026757 113.080 < 2e-16 *** comm.strat1 -0.140384 0.037841 -3.710 0.000232 *** comm.strat2 -0.027390 0.021847 -1.254 0.210573 comm.strat3 0.070019 0.015448 4.532 7.43e-06 *** migr.freq1 0.008104 0.026757 0.303 0.762117 max.cpu1 -0.233775 0.026757 -8.737 < 2e-16 *** comm.strat1:migr.freq1 0.006110 0.037841 0.161 0.871792 comm.strat2:migr.freq1 0.026618 0.021847 1.218 0.223705 comm.strat3:migr.freq1 0.022030 0.015448 1.426 0.154524 comm.strat1:max.cpu1 0.029678 0.037841 0.784 0.433270 comm.strat2:max.cpu1 0.048280 0.021847 2.210 0.027602 * comm.strat3:max.cpu1 0.036458 0.015448 2.360 0.018689 * migr.freq1:max.cpu1 0.026736 0.026757 0.999 0.318221 comm.strat1:migr.freq1:max.cpu1 -0.039099 0.037841 -1.033 0.302021 comm.strat2:migr.freq1:max.cpu1 -0.025253 0.021847 -1.156 0.248314 comm.strat3:migr.freq1:max.cpu1 -0.036353 0.015448 -2.353 0.019031 * --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.5862 on 464 degrees of freedom Multiple R-Squared: 0.2265, Adjusted R-squared: 0.2015 F-statistic: 9.057 on 15 and 464 DF, p-value: < 2.2e-16 Df Sum Sq Mean Sq F value Pr(>F) comm.strat 3 12.330 4.110 11.9593 1.483e-07 *** migr.freq 1 0.032 0.032 0.0917 0.76212 max.cpu 1 26.232 26.232 76.3324 < 2.2e-16 *** comm.strat:migr.freq 3 1.218 0.406 1.1814 0.31632 comm.strat:max.cpu 3 3.804 1.268 3.6894 0.01200 * migr.freq:max.cpu 1 0.343 0.343 0.9984 0.31822 comm.strat:migr.freq:max.cpu 3 2.729 0.910 2.6470 0.04851 * Residuals 464 159.458 0.344 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Tables of means Grand mean 3.025724 comm.strat comm.strat FC HC R RW 3.12 2.84 2.90 3.24 migr.freq migr.freq fixed increasing 3.018 3.034 max.cpu max.cpu 4 8 3.26 2.79 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC 3.17 3.08 HC 2.88 2.81 R 2.86 2.94 RW 3.16 3.31 comm.strat:max.cpu max.cpu comm.strat 4 8 FC 3.47 2.78 HC 3.13 2.55 R 3.07 2.73 RW 3.36 3.11 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 3.28 2.76 increasing 3.24 2.83 comm.strat:migr.freq:max.cpu , , max.cpu = 4 migr.freq comm.strat fixed increasing FC 3.65 3.30 HC 3.22 3.05 R 3.05 3.10 RW 3.20 3.52 , , max.cpu = 8 migr.freq comm.strat fixed increasing FC 2.69 2.86 HC 2.54 2.57 R 2.68 2.78 RW 3.12 3.10 Standard errors for differences of means comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.0757 0.0535 0.0535 0.1070 0.1070 replic. 120 240 240 60 60 migr.freq:max.cpu comm.strat:migr.freq:max.cpu 0.0757 0.1514 replic. 120 30 Tables of effects comm.strat comm.strat FC HC R RW 0.0978 -0.1830 -0.1248 0.2101 migr.freq migr.freq fixed increasing -0.0081 0.0081 max.cpu max.cpu 4 8 0.2338 -0.2338 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC 0.0548 -0.0548 HC 0.0425 -0.0425 R -0.0312 0.0312 RW -0.0661 0.0661 comm.strat:max.cpu max.cpu comm.strat 4 8 FC 0.1144 -0.1144 HC 0.0551 -0.0551 R -0.0601 0.0601 RW -0.1094 0.1094 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 0.02674 -0.02674 increasing -0.02674 0.02674 comm.strat:migr.freq:max.cpu , , max.cpu = 4 migr.freq comm.strat fixed increasing FC 0.1007 -0.1007 HC 0.0225 -0.0225 R -0.0142 0.0142 RW -0.1091 0.1091 , , max.cpu = 8 migr.freq comm.strat fixed increasing FC -0.1007 0.1007 HC -0.0225 0.0225 R 0.0142 -0.0142 RW 0.1091 -0.1091 Standard errors of effects comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.0535 0.0378 0.0378 0.0757 0.0757 replic. 120 240 240 60 60 migr.freq:max.cpu comm.strat:migr.freq:max.cpu 0.0535 0.1070 replic. 120 30 postscript 2 postscript 2 Tukey multiple comparisons of means 95% family-wise confidence level Fit: aov(formula = best ~ (comm.strat + migr.freq + max.cpu)^3, data = BestDF) $comm.strat diff lwr upr p adj HC-FC -0.28076766 -0.47590157 -0.08563374 0.0013252 R-FC -0.22255532 -0.41768924 -0.02742140 0.0180147 RW-FC 0.11230104 -0.08283288 0.30743496 0.4480751 R-HC 0.05821233 -0.13692158 0.25334625 0.8683298 RW-HC 0.39306870 0.19793478 0.58820262 0.0000018 RW-R 0.33485637 0.13972245 0.52999028 0.0000710 $migr.freq diff lwr upr p adj increasing-fixed 0.01620855 -0.0889527 0.1213698 0.7621169 $max.cpu diff lwr upr p adj 8-4 -0.4675498 -0.572711 -0.3623885 0 $`comm.strat:migr.freq` diff lwr upr p adj HC:fixed-FC:fixed -0.292988032 -0.61887289 0.03289682 0.1141269 R:fixed-FC:fixed -0.308519348 -0.63440420 0.01736550 0.0784914 RW:fixed-FC:fixed -0.008548243 -0.33443310 0.31733661 1.0000000 FC:increasing-FC:fixed -0.093308291 -0.41919314 0.23257656 0.9883923 HC:increasing-FC:fixed -0.361855571 -0.68774042 -0.03597072 0.0177183 R:increasing-FC:fixed -0.229899588 -0.55578444 0.09598526 0.3857086 RW:increasing-FC:fixed 0.139842038 -0.18604281 0.46572689 0.8962127 R:fixed-HC:fixed -0.015531315 -0.34141617 0.31035354 0.9999999 RW:fixed-HC:fixed 0.284439789 -0.04144506 0.61032464 0.1385544 FC:increasing-HC:fixed 0.199679742 -0.12620511 0.52556459 0.5753176 HC:increasing-HC:fixed -0.068867538 -0.39475239 0.25701731 0.9982295 R:increasing-HC:fixed 0.063088444 -0.26279641 0.38897330 0.9989943 RW:increasing-HC:fixed 0.432830071 0.10694522 0.75871492 0.0015748 RW:fixed-R:fixed 0.299971105 -0.02591375 0.62585596 0.0967828 FC:increasing-R:fixed 0.215211057 -0.11067380 0.54109591 0.4756581 HC:increasing-R:fixed -0.053336223 -0.37922108 0.27254863 0.9996664 R:increasing-R:fixed 0.078619760 -0.24726509 0.40450461 0.9959103 RW:increasing-R:fixed 0.448361386 0.12247653 0.77424624 0.0008724 FC:increasing-RW:fixed -0.084760047 -0.41064490 0.24112481 0.9934942 HC:increasing-RW:fixed -0.353307327 -0.67919218 -0.02742247 0.0229503 R:increasing-RW:fixed -0.221351345 -0.54723620 0.10453351 0.4372817 RW:increasing-RW:fixed 0.148390281 -0.17749457 0.47427513 0.8632501 HC:increasing-FC:increasing -0.268547280 -0.59443213 0.05733757 0.1940994 R:increasing-FC:increasing -0.136591298 -0.46247615 0.18929356 0.9073204 RW:increasing-FC:increasing 0.233150329 -0.09273452 0.55903518 0.3667974 R:increasing-HC:increasing 0.131955983 -0.19392887 0.45784084 0.9218022 RW:increasing-HC:increasing 0.501697609 0.17581276 0.82758246 0.0000984 RW:increasing-R:increasing 0.369741626 0.04385677 0.69562648 0.0138652 $`comm.strat:max.cpu` diff lwr upr p adj HC:4-FC:4 -0.34012377 -0.66600862 -0.01423892 0.0337041 R:4-FC:4 -0.39707193 -0.72295678 -0.07118707 0.0056551 RW:4-FC:4 -0.11148836 -0.43737321 0.21439650 0.9677817 FC:8-FC:4 -0.69638084 -1.02226570 -0.37049599 0.0000000 HC:8-FC:4 -0.91779239 -1.24367724 -0.59190753 0.0000000 R:8-FC:4 -0.74441956 -1.07030441 -0.41853471 0.0000000 RW:8-FC:4 -0.36029040 -0.68617525 -0.03440555 0.0185882 R:4-HC:4 -0.05694816 -0.38283301 0.26893670 0.9994855 RW:4-HC:4 0.22863541 -0.09724944 0.55452026 0.3931748 FC:8-HC:4 -0.35625707 -0.68214193 -0.03037222 0.0210078 HC:8-HC:4 -0.57766862 -0.90355347 -0.25178376 0.0000030 R:8-HC:4 -0.40429579 -0.73018065 -0.07841094 0.0044091 RW:8-HC:4 -0.02016663 -0.34605148 0.30571822 0.9999996 RW:4-R:4 0.28558357 -0.04030128 0.61146842 0.1350732 FC:8-R:4 -0.29930892 -0.62519377 0.02657594 0.0983316 HC:8-R:4 -0.52072046 -0.84660531 -0.19483561 0.0000428 R:8-R:4 -0.34734764 -0.67323249 -0.02146278 0.0273657 RW:8-R:4 0.03678153 -0.28910333 0.36266638 0.9999728 FC:8-RW:4 -0.58489248 -0.91077734 -0.25900763 0.0000021 HC:8-RW:4 -0.80630403 -1.13218888 -0.48041918 0.0000000 R:8-RW:4 -0.63293120 -0.95881606 -0.30704635 0.0000002 RW:8-RW:4 -0.24880204 -0.57468689 0.07708281 0.2823943 HC:8-FC:8 -0.22141154 -0.54729640 0.10447331 0.4369103 R:8-FC:8 -0.04803872 -0.37392357 0.27784613 0.9998340 RW:8-FC:8 0.33609044 0.01020559 0.66197530 0.0377711 R:8-HC:8 0.17337282 -0.15251203 0.49925768 0.7381668 RW:8-HC:8 0.55750199 0.23161713 0.88338684 0.0000079 RW:8-R:8 0.38412916 0.05824431 0.71001402 0.0087252 $`migr.freq:max.cpu` diff lwr upr p adj increasing:4-fixed:4 -0.03726312 -0.2323970 0.1578708 0.9607770 fixed:8-fixed:4 -0.52102145 -0.7161554 -0.3258875 0.0000000 increasing:8-fixed:4 -0.45134123 -0.6464751 -0.2562073 0.0000000 fixed:8-increasing:4 -0.48375834 -0.6788923 -0.2886244 0.0000000 increasing:8-increasing:4 -0.41407811 -0.6092120 -0.2189442 0.0000004 increasing:8-fixed:8 0.06968022 -0.1254537 0.2648141 0.7937961 $`comm.strat:migr.freq:max.cpu` diff lwr upr HC:fixed:4-FC:fixed:4 -0.430542512 -0.95200219 0.0909171687 R:fixed:4-FC:fixed:4 -0.597895447 -1.11935513 -0.0764357654 RW:fixed:4-FC:fixed:4 -0.442100701 -0.96356038 0.0793589804 FC:increasing:4-FC:fixed:4 -0.348190421 -0.86965010 0.1732692600 HC:increasing:4-FC:fixed:4 -0.597895447 -1.11935513 -0.0764357654 R:increasing:4-FC:fixed:4 -0.544438826 -1.06589851 -0.0229791448 RW:increasing:4-FC:fixed:4 -0.129066436 -0.65052612 0.3923932456 FC:fixed:8-FC:fixed:4 -0.951262973 -1.47272265 -0.4298032917 HC:fixed:8-FC:fixed:4 -1.106696525 -1.62815621 -0.5852368442 R:fixed:8-FC:fixed:4 -0.970406222 -1.49186590 -0.4489465410 RW:fixed:8-FC:fixed:4 -0.526258759 -1.04771844 -0.0047990778 FC:increasing:8-FC:fixed:4 -0.789689133 -1.31114881 -0.2682294518 HC:increasing:8-FC:fixed:4 -1.077078668 -1.59853835 -0.5556189868 R:increasing:8-FC:fixed:4 -0.866623323 -1.38808300 -0.3451636423 RW:increasing:8-FC:fixed:4 -0.542512461 -1.06397214 -0.0210527800 R:fixed:4-HC:fixed:4 -0.167352934 -0.68881262 0.3541067470 RW:fixed:4-HC:fixed:4 -0.011558188 -0.53301787 0.5099014929 FC:increasing:4-HC:fixed:4 0.082352091 -0.43910759 0.6038117724 HC:increasing:4-HC:fixed:4 -0.167352934 -0.68881262 0.3541067470 R:increasing:4-HC:fixed:4 -0.113896313 -0.63535599 0.4075633677 RW:increasing:4-HC:fixed:4 0.301476077 -0.21998360 0.8229357581 FC:fixed:8-HC:fixed:4 -0.520720460 -1.04218014 0.0007392207 HC:fixed:8-HC:fixed:4 -0.676154013 -1.19761369 -0.1546943317 R:fixed:8-HC:fixed:4 -0.539863710 -1.06132339 -0.0184040286 RW:fixed:8-HC:fixed:4 -0.095716246 -0.61717593 0.4257434346 FC:increasing:8-HC:fixed:4 -0.359146620 -0.88060630 0.1623130607 HC:increasing:8-HC:fixed:4 -0.646536155 -1.16799584 -0.1250764743 R:increasing:8-HC:fixed:4 -0.436080811 -0.95754049 0.0853788701 RW:increasing:8-HC:fixed:4 -0.111969949 -0.63342963 0.4094897324 RW:fixed:4-R:fixed:4 0.155794746 -0.36566494 0.6772544270 FC:increasing:4-R:fixed:4 0.249705025 -0.27175466 0.7711647065 HC:increasing:4-R:fixed:4 0.000000000 -0.52145968 0.5214596811 R:increasing:4-R:fixed:4 0.053456621 -0.46800306 0.5749163018 RW:increasing:4-R:fixed:4 0.468829011 -0.05263067 0.9902886922 FC:fixed:8-R:fixed:4 -0.353367526 -0.87482721 0.1680921548 HC:fixed:8-R:fixed:4 -0.508801079 -1.03026076 0.0126586024 R:fixed:8-R:fixed:4 -0.372510776 -0.89397046 0.1489489055 RW:fixed:8-R:fixed:4 0.071636688 -0.44982299 0.5930963687 FC:increasing:8-R:fixed:4 -0.191793686 -0.71325337 0.3296659948 HC:increasing:8-R:fixed:4 -0.479183221 -1.00064290 0.0422764598 R:increasing:8-R:fixed:4 -0.268727877 -0.79018756 0.2527318042 RW:increasing:8-R:fixed:4 0.055382985 -0.46607670 0.5768426665 FC:increasing:4-RW:fixed:4 0.093910280 -0.42754940 0.6153699607 HC:increasing:4-RW:fixed:4 -0.155794746 -0.67725443 0.3656649353 R:increasing:4-RW:fixed:4 -0.102338125 -0.62379781 0.4191215560 RW:increasing:4-RW:fixed:4 0.313034265 -0.20842542 0.8344939463 FC:fixed:8-RW:fixed:4 -0.509162272 -1.03062195 0.0122974090 HC:fixed:8-RW:fixed:4 -0.664595825 -1.18605551 -0.1431361435 R:fixed:8-RW:fixed:4 -0.528305521 -1.04976520 -0.0068458403 RW:fixed:8-RW:fixed:4 -0.084158058 -0.60561774 0.4373016229 FC:increasing:8-RW:fixed:4 -0.347588432 -0.86904811 0.1738712489 HC:increasing:8-RW:fixed:4 -0.634977967 -1.15643765 -0.1135182861 R:increasing:8-RW:fixed:4 -0.424522623 -0.94598230 0.0969370584 RW:increasing:8-RW:fixed:4 -0.100411760 -0.62187144 0.4210479207 HC:increasing:4-FC:increasing:4 -0.249705025 -0.77116471 0.2717546557 R:increasing:4-FC:increasing:4 -0.196248405 -0.71770809 0.3252112764 RW:increasing:4-FC:increasing:4 0.219123986 -0.30233570 0.7405836668 FC:fixed:8-FC:increasing:4 -0.603072552 -1.12453223 -0.0816128706 HC:fixed:8-FC:increasing:4 -0.758506104 -1.27996579 -0.2370464230 R:fixed:8-FC:increasing:4 -0.622215801 -1.14367548 -0.1007561199 RW:fixed:8-FC:increasing:4 -0.178068338 -0.69952802 0.3433913433 FC:increasing:8-FC:increasing:4 -0.441498712 -0.96295839 0.0799609694 HC:increasing:8-FC:increasing:4 -0.728888247 -1.25034793 -0.2074285656 R:increasing:8-FC:increasing:4 -0.518432902 -1.03989258 0.0030267788 RW:increasing:8-FC:increasing:4 -0.194322040 -0.71578172 0.3271376411 R:increasing:4-HC:increasing:4 0.053456621 -0.46800306 0.5749163018 RW:increasing:4-HC:increasing:4 0.468829011 -0.05263067 0.9902886922 FC:fixed:8-HC:increasing:4 -0.353367526 -0.87482721 0.1680921548 HC:fixed:8-HC:increasing:4 -0.508801079 -1.03026076 0.0126586024 R:fixed:8-HC:increasing:4 -0.372510776 -0.89397046 0.1489489055 RW:fixed:8-HC:increasing:4 0.071636688 -0.44982299 0.5930963687 FC:increasing:8-HC:increasing:4 -0.191793686 -0.71325337 0.3296659948 HC:increasing:8-HC:increasing:4 -0.479183221 -1.00064290 0.0422764598 R:increasing:8-HC:increasing:4 -0.268727877 -0.79018756 0.2527318042 RW:increasing:8-HC:increasing:4 0.055382985 -0.46607670 0.5768426665 RW:increasing:4-R:increasing:4 0.415372390 -0.10608729 0.9368320715 FC:fixed:8-R:increasing:4 -0.406824147 -0.92828383 0.1146355341 HC:fixed:8-R:increasing:4 -0.562257699 -1.08371738 -0.0407980183 R:fixed:8-R:increasing:4 -0.425967396 -0.94742708 0.0954922848 RW:fixed:8-R:increasing:4 0.018180067 -0.50327961 0.5396397481 FC:increasing:8-R:increasing:4 -0.245250307 -0.76670999 0.2762093741 HC:increasing:8-R:increasing:4 -0.532639842 -1.05409952 -0.0111801609 R:increasing:8-R:increasing:4 -0.322184498 -0.84364418 0.1992751835 RW:increasing:8-R:increasing:4 0.001926365 -0.51953332 0.5233860458 FC:fixed:8-RW:increasing:4 -0.822196537 -1.34365622 -0.3007368562 HC:fixed:8-RW:increasing:4 -0.977630090 -1.49908977 -0.4561704087 R:fixed:8-RW:increasing:4 -0.841339787 -1.36279947 -0.3198801055 RW:fixed:8-RW:increasing:4 -0.397192323 -0.91865200 0.1242673577 FC:increasing:8-RW:increasing:4 -0.660622697 -1.18208238 -0.1391630163 HC:increasing:8-RW:increasing:4 -0.948012232 -1.46947191 -0.4265525513 R:increasing:8-RW:increasing:4 -0.737556888 -1.25901657 -0.2160972068 RW:increasing:8-RW:increasing:4 -0.413446026 -0.93490571 0.1080136555 HC:fixed:8-FC:fixed:8 -0.155433552 -0.67689323 0.3660261287 R:fixed:8-FC:fixed:8 -0.019143249 -0.54060293 0.5023164318 RW:fixed:8-FC:fixed:8 0.425004214 -0.09645547 0.9464638950 FC:increasing:8-FC:fixed:8 0.161573840 -0.35988584 0.6830335211 HC:increasing:8-FC:fixed:8 -0.125815695 -0.64727538 0.3956439861 R:increasing:8-FC:fixed:8 0.084639649 -0.43682003 0.6060993305 RW:increasing:8-FC:fixed:8 0.408750512 -0.11270917 0.9302101928 R:fixed:8-HC:fixed:8 0.136290303 -0.38516938 0.6577499843 RW:fixed:8-HC:fixed:8 0.580437766 0.05897809 1.1018974475 FC:increasing:8-HC:fixed:8 0.317007392 -0.20445229 0.8384670736 HC:increasing:8-HC:fixed:8 0.029617857 -0.49184182 0.5510775385 R:increasing:8-HC:fixed:8 0.240073202 -0.28138648 0.7615328830 RW:increasing:8-HC:fixed:8 0.564184064 0.04272438 1.0856437453 RW:fixed:8-R:fixed:8 0.444147463 -0.07731222 0.9656071443 FC:increasing:8-R:fixed:8 0.180717089 -0.34074259 0.7021767704 HC:increasing:8-R:fixed:8 -0.106672446 -0.62813213 0.4147872354 R:increasing:8-R:fixed:8 0.103782899 -0.41767678 0.6252425798 RW:increasing:8-R:fixed:8 0.427893761 -0.09356592 0.9493534421 FC:increasing:8-RW:fixed:8 -0.263430374 -0.78489006 0.2580293072 HC:increasing:8-RW:fixed:8 -0.550819909 -1.07227959 -0.0293602279 R:increasing:8-RW:fixed:8 -0.340364565 -0.86182425 0.1810951166 RW:increasing:8-RW:fixed:8 -0.016253702 -0.53771338 0.5052059789 HC:increasing:8-FC:increasing:8 -0.287389535 -0.80884922 0.2340701461 R:increasing:8-FC:increasing:8 -0.076934191 -0.59839387 0.4445254906 RW:increasing:8-FC:increasing:8 0.247176672 -0.27428301 0.7686363529 R:increasing:8-HC:increasing:8 0.210455344 -0.31100434 0.7319150256 RW:increasing:8-HC:increasing:8 0.534566207 0.01310653 1.0560258879 RW:increasing:8-R:increasing:8 0.324110862 -0.19734882 0.8455705434 p adj HC:fixed:4-FC:fixed:4 0.2479357 R:fixed:4-FC:fixed:4 0.0087656 RW:fixed:4-FC:fixed:4 0.2088297 FC:increasing:4-FC:fixed:4 0.6236857 HC:increasing:4-FC:fixed:4 0.0087656 R:increasing:4-FC:fixed:4 0.0306687 RW:increasing:4-FC:fixed:4 0.9999728 FC:fixed:8-FC:fixed:4 0.0000001 HC:fixed:8-FC:fixed:4 0.0000000 R:fixed:8-FC:fixed:4 0.0000000 RW:fixed:8-FC:fixed:4 0.0452653 FC:increasing:8-FC:fixed:4 0.0000318 HC:increasing:8-FC:fixed:4 0.0000000 R:increasing:8-FC:fixed:4 0.0000022 RW:increasing:8-FC:fixed:4 0.0319896 R:fixed:4-HC:fixed:4 0.9993159 RW:fixed:4-HC:fixed:4 1.0000000 FC:increasing:4-HC:fixed:4 0.9999999 HC:increasing:4-HC:fixed:4 0.9993159 R:increasing:4-HC:fixed:4 0.9999948 RW:increasing:4-HC:fixed:4 0.8288668 FC:fixed:8-HC:fixed:4 0.0507658 HC:fixed:8-HC:fixed:4 0.0010782 R:fixed:8-HC:fixed:4 0.0338873 RW:fixed:8-HC:fixed:4 0.9999995 FC:increasing:8-HC:fixed:4 0.5692030 HC:increasing:8-HC:fixed:4 0.0024662 R:increasing:8-HC:fixed:4 0.2286415 RW:increasing:8-HC:fixed:4 0.9999959 RW:fixed:4-R:fixed:4 0.9997092 FC:increasing:4-R:fixed:4 0.9581057 HC:increasing:4-R:fixed:4 1.0000000 R:increasing:4-R:fixed:4 1.0000000 RW:increasing:4-R:fixed:4 0.1353083 FC:fixed:8-R:fixed:4 0.5980404 HC:fixed:8-R:fixed:4 0.0645648 R:fixed:8-R:fixed:4 0.5025058 RW:fixed:8-R:fixed:4 1.0000000 FC:increasing:8-R:fixed:4 0.9968008 HC:increasing:8-R:fixed:4 0.1128491 R:increasing:8-R:fixed:4 0.9239527 RW:increasing:8-R:fixed:4 1.0000000 FC:increasing:4-RW:fixed:4 0.9999996 HC:increasing:4-RW:fixed:4 0.9997092 R:increasing:4-RW:fixed:4 0.9999988 RW:increasing:4-RW:fixed:4 0.7844222 FC:fixed:8-RW:fixed:4 0.0641043 HC:fixed:8-RW:fixed:4 0.0014962 R:fixed:8-RW:fixed:4 0.0433666 RW:fixed:8-RW:fixed:4 0.9999999 FC:increasing:8-RW:fixed:4 0.6266507 HC:increasing:8-RW:fixed:4 0.0033686 R:increasing:8-RW:fixed:4 0.2700537 RW:increasing:8-RW:fixed:4 0.9999991 HC:increasing:4-FC:increasing:4 0.9581057 R:increasing:4-FC:increasing:4 0.9959038 RW:increasing:4-FC:increasing:4 0.9873374 FC:fixed:8-FC:increasing:4 0.0077019 HC:fixed:8-FC:increasing:4 0.0000883 R:fixed:8-FC:increasing:4 0.0047176 RW:fixed:8-FC:increasing:4 0.9985981 FC:increasing:8-FC:increasing:4 0.2107563 HC:increasing:8-FC:increasing:4 0.0002244 R:increasing:8-FC:increasing:4 0.0531994 RW:increasing:8-FC:increasing:4 0.9963147 R:increasing:4-HC:increasing:4 1.0000000 RW:increasing:4-HC:increasing:4 0.1353083 FC:fixed:8-HC:increasing:4 0.5980404 HC:fixed:8-HC:increasing:4 0.0645648 R:fixed:8-HC:increasing:4 0.5025058 RW:fixed:8-HC:increasing:4 1.0000000 FC:increasing:8-HC:increasing:4 0.9968008 HC:increasing:8-HC:increasing:4 0.1128491 R:increasing:8-HC:increasing:4 0.9239527 RW:increasing:8-HC:increasing:4 1.0000000 RW:increasing:4-R:increasing:4 0.3058927 FC:fixed:8-R:increasing:4 0.3416616 HC:fixed:8-R:increasing:4 0.0205564 R:fixed:8-R:increasing:4 0.2646378 RW:fixed:8-R:increasing:4 1.0000000 FC:increasing:8-R:increasing:4 0.9641177 HC:increasing:8-R:increasing:4 0.0395720 R:increasing:8-R:increasing:4 0.7457710 RW:increasing:8-R:increasing:4 1.0000000 FC:fixed:8-RW:increasing:4 0.0000106 HC:fixed:8-RW:increasing:4 0.0000000 R:fixed:8-RW:increasing:4 0.0000054 RW:fixed:8-RW:increasing:4 0.3843593 FC:increasing:8-RW:increasing:4 0.0016723 HC:increasing:8-RW:increasing:4 0.0000001 R:increasing:8-RW:increasing:4 0.0001714 RW:increasing:8-RW:increasing:4 0.3137667 HC:fixed:8-FC:fixed:8 0.9997173 R:fixed:8-FC:fixed:8 1.0000000 RW:fixed:8-FC:fixed:8 0.2682409 FC:increasing:8-FC:fixed:8 0.9995489 HC:increasing:8-FC:fixed:8 0.9999805 R:increasing:8-FC:fixed:8 0.9999999 RW:increasing:8-FC:fixed:8 0.3334176 R:fixed:8-HC:fixed:8 0.9999452 RW:fixed:8-HC:fixed:8 0.0134213 FC:increasing:8-HC:fixed:8 0.7679873 HC:increasing:8-HC:fixed:8 1.0000000 R:increasing:8-HC:fixed:8 0.9702636 RW:increasing:8-HC:fixed:8 0.0196652 RW:fixed:8-R:fixed:8 0.2023699 FC:increasing:8-R:fixed:8 0.9983431 HC:increasing:8-R:fixed:8 0.9999979 R:increasing:8-R:fixed:8 0.9999985 RW:increasing:8-R:fixed:8 0.2575219 FC:increasing:8-RW:fixed:8 0.9349300 HC:increasing:8-RW:fixed:8 0.0266301 R:increasing:8-RW:fixed:8 0.6618526 RW:increasing:8-RW:fixed:8 1.0000000 HC:increasing:8-FC:increasing:8 0.8755571 R:increasing:8-FC:increasing:8 1.0000000 RW:increasing:8-FC:increasing:8 0.9616029 R:increasing:8-HC:increasing:8 0.9915247 RW:increasing:8-HC:increasing:8 0.0379802 RW:increasing:8-R:increasing:8 0.7372886 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)^3, data = BestDF) Estimated Quantile = 2.2435 Linear Hypotheses: Estimate lwr upr 4 == 0 3.2595 3.1746 3.3444 8 == 0 2.7919 2.7071 2.8768 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)^3, data = BestDF) Estimated Quantile = 2.2435 Linear Hypotheses: Estimate lwr upr fixed == 0 3.0176 2.9327 3.1025 increasing == 0 3.0338 2.9489 3.1187 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)^3, data = BestDF) Estimated Quantile = 2.5003 Linear Hypotheses: Estimate lwr upr FC == 0 3.1235 2.9897 3.2573 HC == 0 2.8427 2.7089 2.9765 R == 0 2.9009 2.7671 3.0347 RW == 0 3.2358 3.1020 3.3696 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 -0.8489773 0.3958939 postscript 2 postscript 2