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 2.15267 2 467 2.22180 -3 -0.06913 4.9673 0.002108 ** --- 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 -0.18248 -0.04243 -0.01128 0.03607 0.23916 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 6.555e-02 3.109e-03 21.085 < 2e-16 *** comm.strat1 -2.144e-03 4.397e-03 -0.488 0.626070 comm.strat2 -4.328e-03 2.538e-03 -1.705 0.088839 . comm.strat3 -1.527e-02 1.795e-03 -8.505 2.51e-16 *** migr.freq1 -2.400e-02 3.109e-03 -7.719 7.28e-14 *** max.cpu1 -1.865e-02 3.109e-03 -5.997 4.04e-09 *** comm.strat1:migr.freq1 -3.637e-05 4.397e-03 -0.008 0.993403 comm.strat2:migr.freq1 -6.565e-03 2.538e-03 -2.586 0.010005 * comm.strat3:migr.freq1 8.092e-03 1.795e-03 4.508 8.28e-06 *** comm.strat1:max.cpu1 3.193e-03 4.397e-03 0.726 0.468053 comm.strat2:max.cpu1 -7.819e-03 2.538e-03 -3.080 0.002190 ** comm.strat3:max.cpu1 3.678e-03 1.795e-03 2.049 0.041022 * migr.freq1:max.cpu1 6.398e-03 3.109e-03 2.058 0.040162 * comm.strat1:migr.freq1:max.cpu1 6.095e-04 4.397e-03 0.139 0.889802 comm.strat2:migr.freq1:max.cpu1 9.401e-03 2.538e-03 3.704 0.000238 *** comm.strat3:migr.freq1:max.cpu1 -1.938e-03 1.795e-03 -1.080 0.280871 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.06811 on 464 degrees of freedom Multiple R-Squared: 0.3328, Adjusted R-squared: 0.3112 F-statistic: 15.43 on 15 and 464 DF, p-value: < 2.2e-16 Df Sum Sq Mean Sq F value Pr(>F) comm.strat 3 0.35019 0.11673 25.1604 4.247e-15 *** migr.freq 1 0.27640 0.27640 59.5770 7.279e-14 *** max.cpu 1 0.16687 0.16687 35.9686 4.038e-09 *** comm.strat:migr.freq 3 0.12533 0.04178 9.0047 8.313e-06 *** comm.strat:max.cpu 3 0.06595 0.02198 4.7383 0.002883 ** migr.freq:max.cpu 1 0.01965 0.01965 4.2348 0.040162 * comm.strat:migr.freq:max.cpu 3 0.06913 0.02304 4.9673 0.002108 ** Residuals 464 2.15267 0.00464 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Tables of means Grand mean 0.06555166 comm.strat comm.strat FC HC R RW 0.0873 0.0830 0.0722 0.0198 migr.freq migr.freq fixed increasing 0.0895 0.0416 max.cpu max.cpu 4 8 0.0842 0.0469 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC 0.1128 0.0618 HC 0.1086 0.0574 R 0.1174 0.0269 RW 0.0195 0.0200 comm.strat:max.cpu max.cpu comm.strat 4 8 FC 0.1050 0.0696 HC 0.0943 0.0717 R 0.1101 0.0342 RW 0.0274 0.0121 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 0.1146 0.0645 increasing 0.0538 0.0293 comm.strat:migr.freq:max.cpu , , max.cpu = 4 migr.freq comm.strat fixed increasing FC 0.1288 0.0812 HC 0.1194 0.0692 R 0.1825 0.0378 RW 0.0277 0.0271 , , max.cpu = 8 migr.freq comm.strat fixed increasing FC 0.0968 0.0424 HC 0.0977 0.0457 R 0.0523 0.0161 RW 0.0113 0.0130 Standard errors for differences of means comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.00879 0.00622 0.00622 0.01244 0.01244 replic. 120 240 240 60 60 migr.freq:max.cpu comm.strat:migr.freq:max.cpu 0.00879 0.01759 replic. 120 30 Tables of effects comm.strat comm.strat FC HC R RW 0.0217 0.0175 0.0066 -0.0458 migr.freq migr.freq fixed increasing 0.024 -0.024 max.cpu max.cpu 4 8 0.01865 -0.01865 comm.strat:migr.freq migr.freq comm.strat fixed increasing FC 0.00149 -0.00149 HC 0.00156 -0.00156 R 0.02122 -0.02122 RW -0.02428 0.02428 comm.strat:max.cpu max.cpu comm.strat 4 8 FC -0.00095 0.00095 HC -0.00733 0.00733 R 0.01932 -0.01932 RW -0.01103 0.01103 migr.freq:max.cpu max.cpu migr.freq 4 8 fixed 0.0064 -0.0064 increasing -0.0064 0.0064 comm.strat:migr.freq:max.cpu , , max.cpu = 4 migr.freq comm.strat fixed increasing FC -0.00807 0.00807 HC -0.00685 0.00685 R 0.02074 -0.02074 RW -0.00581 0.00581 , , max.cpu = 8 migr.freq comm.strat fixed increasing FC 0.00807 -0.00807 HC 0.00685 -0.00685 R -0.02074 0.02074 RW 0.00581 -0.00581 Standard errors of effects comm.strat migr.freq max.cpu comm.strat:migr.freq comm.strat:max.cpu 0.00622 0.00440 0.00440 0.00879 0.00879 replic. 120 240 240 60 60 migr.freq:max.cpu comm.strat:migr.freq:max.cpu 0.00622 0.01244 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 -0.004287556 -0.02696001 0.018384897 0.9618418 R-FC -0.015128790 -0.03780124 0.007543663 0.3141416 RW-FC -0.067536170 -0.09020862 -0.044863717 0.0000000 R-HC -0.010841234 -0.03351369 0.011831219 0.6062246 RW-HC -0.063248614 -0.08592107 -0.040576161 0.0000000 RW-R -0.052407380 -0.07507983 -0.029734927 0.0000000 $migr.freq diff lwr upr p adj increasing-fixed -0.04799307 -0.06021167 -0.03577447 0 $max.cpu diff lwr upr p adj 8-4 -0.03729071 -0.04950932 -0.02507211 0 $`comm.strat:migr.freq` diff lwr upr p adj HC:fixed-FC:fixed -0.0042148107 -0.0420791093 0.0336494879 0.9999752 R:fixed-FC:fixed 0.0046027849 -0.0332615137 0.0424670836 0.9999549 RW:fixed-FC:fixed -0.0933033888 -0.1311676874 -0.0554390902 0.0000000 FC:increasing-FC:fixed -0.0509745207 -0.0888388193 -0.0131102221 0.0012619 HC:increasing-FC:fixed -0.0553348217 -0.0931991203 -0.0174705231 0.0002870 R:increasing-FC:fixed -0.0858348852 -0.1236991838 -0.0479705866 0.0000000 RW:increasing-FC:fixed -0.0927434715 -0.1306077701 -0.0548791729 0.0000000 R:fixed-HC:fixed 0.0088175957 -0.0290467029 0.0466818943 0.9967216 RW:fixed-HC:fixed -0.0890885780 -0.1269528766 -0.0512242794 0.0000000 FC:increasing-HC:fixed -0.0467597099 -0.0846240085 -0.0088954113 0.0047017 HC:increasing-HC:fixed -0.0511200110 -0.0889843096 -0.0132557124 0.0012034 R:increasing-HC:fixed -0.0816200745 -0.1194843731 -0.0437557759 0.0000000 RW:increasing-HC:fixed -0.0885286607 -0.1263929593 -0.0506643621 0.0000000 RW:fixed-R:fixed -0.0979061737 -0.1357704723 -0.0600418751 0.0000000 FC:increasing-R:fixed -0.0555773056 -0.0934416042 -0.0177130070 0.0002634 HC:increasing-R:fixed -0.0599376067 -0.0978019053 -0.0220733081 0.0000531 R:increasing-R:fixed -0.0904376702 -0.1283019688 -0.0525733716 0.0000000 RW:increasing-R:fixed -0.0973462564 -0.1352105550 -0.0594819578 0.0000000 FC:increasing-RW:fixed 0.0423288681 0.0044645695 0.0801931667 0.0164274 HC:increasing-RW:fixed 0.0379685670 0.0001042684 0.0758328656 0.0488040 R:increasing-RW:fixed 0.0074685035 -0.0303957951 0.0453328021 0.9988646 RW:increasing-RW:fixed 0.0005599173 -0.0373043813 0.0384242159 1.0000000 HC:increasing-FC:increasing -0.0043603011 -0.0422245997 0.0335039975 0.9999688 R:increasing-FC:increasing -0.0348603646 -0.0727246632 0.0030039340 0.0966436 RW:increasing-FC:increasing -0.0417689508 -0.0796332494 -0.0039046522 0.0190471 R:increasing-HC:increasing -0.0305000635 -0.0683643621 0.0073642351 0.2188480 RW:increasing-HC:increasing -0.0374086497 -0.0752729483 0.0004556489 0.0555226 RW:increasing-R:increasing -0.0069085862 -0.0447728848 0.0309557124 0.9993168 $`comm.strat:max.cpu` diff lwr upr p adj HC:4-FC:4 -0.010673700 -0.048537998 0.0271905990 0.9894206 R:4-FC:4 0.005136249 -0.032728049 0.0430005481 0.9999052 RW:4-FC:4 -0.077621295 -0.115485593 -0.0397569962 0.0000000 FC:8-FC:4 -0.035393829 -0.073258128 0.0024704695 0.0864467 HC:8-FC:4 -0.033295241 -0.071159540 0.0045690573 0.1321526 R:8-FC:4 -0.070787658 -0.108651957 -0.0329233596 0.0000006 RW:8-FC:4 -0.092844874 -0.130709172 -0.0549805752 0.0000000 R:4-HC:4 0.015809949 -0.022054350 0.0536742477 0.9090260 RW:4-HC:4 -0.066947595 -0.104811894 -0.0290832967 0.0000032 FC:8-HC:4 -0.024720130 -0.062584428 0.0131441691 0.4912238 HC:8-HC:4 -0.022621542 -0.060485840 0.0152427569 0.6073633 R:8-HC:4 -0.060113959 -0.097978257 -0.0222496600 0.0000496 RW:8-HC:4 -0.082171174 -0.120035473 -0.0443068756 0.0000000 RW:4-R:4 -0.082757544 -0.120621843 -0.0448932457 0.0000000 FC:8-R:4 -0.040530079 -0.078394377 -0.0026657800 0.0262042 HC:8-R:4 -0.038431491 -0.076295789 -0.0005671922 0.0437838 R:8-R:4 -0.075923908 -0.113788206 -0.0380596091 0.0000001 RW:8-R:4 -0.097981123 -0.135845422 -0.0601168247 0.0000000 FC:8-RW:4 0.042227466 0.004363167 0.0800917644 0.0168765 HC:8-RW:4 0.044326054 0.006461755 0.0821903521 0.0095105 R:8-RW:4 0.006833637 -0.031030662 0.0446979353 0.9993639 RW:8-RW:4 -0.015223579 -0.053087878 0.0226407196 0.9245230 HC:8-FC:8 0.002098588 -0.035765711 0.0399628864 0.9999998 R:8-FC:8 -0.035393829 -0.073258128 0.0024704695 0.0864467 RW:8-FC:8 -0.057451045 -0.095315343 -0.0195867461 0.0001341 R:8-HC:8 -0.037492417 -0.075356715 0.0003718817 0.0544703 RW:8-HC:8 -0.059549632 -0.097413931 -0.0216853339 0.0000615 RW:8-R:8 -0.022057216 -0.059921514 0.0158070830 0.6382800 $`migr.freq:max.cpu` diff lwr upr p adj increasing:4-fixed:4 -0.06078850 -0.08346096 -0.038116052 0.0000000 fixed:8-fixed:4 -0.05008615 -0.07275860 -0.027413695 0.0000001 increasing:8-fixed:4 -0.08528379 -0.10795624 -0.062611333 0.0000000 fixed:8-increasing:4 0.01070236 -0.01197010 0.033374810 0.6162823 increasing:8-increasing:4 -0.02449528 -0.04716773 -0.001822828 0.0283594 increasing:8-fixed:8 -0.03519764 -0.05787009 -0.012525185 0.0004225 $`comm.strat:migr.freq:max.cpu` diff lwr upr HC:fixed:4-FC:fixed:4 -0.0093819218 -0.0699699022 0.0512060586 R:fixed:4-FC:fixed:4 0.0536815226 -0.0069064579 0.1142695030 RW:fixed:4-FC:fixed:4 -0.1011290050 -0.1617169854 -0.0405410245 FC:increasing:4-FC:fixed:4 -0.0476238343 -0.1082118147 0.0129641461 HC:increasing:4-FC:fixed:4 -0.0595893117 -0.1201772921 0.0009986688 R:increasing:4-FC:fixed:4 -0.0910328579 -0.1516208383 -0.0304448775 RW:increasing:4-FC:fixed:4 -0.1017374191 -0.1623253995 -0.0411494386 FC:fixed:8-FC:fixed:4 -0.0320431427 -0.0926311231 0.0285448377 HC:fixed:8-FC:fixed:4 -0.0310908424 -0.0916788228 0.0294971380 R:fixed:8-FC:fixed:4 -0.0765190954 -0.1371070758 -0.0159311150 RW:fixed:8-FC:fixed:4 -0.1175209153 -0.1781088958 -0.0569329349 FC:increasing:8-FC:fixed:4 -0.0863683498 -0.1469563302 -0.0257803694 HC:increasing:8-FC:fixed:4 -0.0831234746 -0.1437114550 -0.0225354941 R:increasing:8-FC:fixed:4 -0.1126800553 -0.1732680357 -0.0520920749 RW:increasing:8-FC:fixed:4 -0.1157926666 -0.1763806470 -0.0552046862 R:fixed:4-HC:fixed:4 0.0630634444 0.0024754639 0.1236514248 RW:fixed:4-HC:fixed:4 -0.0917470831 -0.1523350636 -0.0311591027 FC:increasing:4-HC:fixed:4 -0.0382419125 -0.0988298929 0.0223460679 HC:increasing:4-HC:fixed:4 -0.0502073899 -0.1107953703 0.0103805906 R:increasing:4-HC:fixed:4 -0.0816509361 -0.1422389165 -0.0210629557 RW:increasing:4-HC:fixed:4 -0.0923554972 -0.1529434777 -0.0317675168 FC:fixed:8-HC:fixed:4 -0.0226612209 -0.0832492013 0.0379267595 HC:fixed:8-HC:fixed:4 -0.0217089206 -0.0822969010 0.0388790598 R:fixed:8-HC:fixed:4 -0.0671371736 -0.1277251540 -0.0065491932 RW:fixed:8-HC:fixed:4 -0.1081389935 -0.1687269739 -0.0475510131 FC:increasing:8-HC:fixed:4 -0.0769864280 -0.1375744084 -0.0163984475 HC:increasing:8-HC:fixed:4 -0.0737415527 -0.1343295332 -0.0131535723 R:increasing:8-HC:fixed:4 -0.1032981335 -0.1638861139 -0.0427101531 RW:increasing:8-HC:fixed:4 -0.1064107448 -0.1669987252 -0.0458227644 RW:fixed:4-R:fixed:4 -0.1548105275 -0.2153985079 -0.0942225471 FC:increasing:4-R:fixed:4 -0.1013053569 -0.1618933373 -0.0407173765 HC:increasing:4-R:fixed:4 -0.1132708342 -0.1738588146 -0.0526828538 R:increasing:4-R:fixed:4 -0.1447143804 -0.2053023609 -0.0841264000 RW:increasing:4-R:fixed:4 -0.1554189416 -0.2160069220 -0.0948309612 FC:fixed:8-R:fixed:4 -0.0857246653 -0.1463126457 -0.0251366849 HC:fixed:8-R:fixed:4 -0.0847723649 -0.1453603454 -0.0241843845 R:fixed:8-R:fixed:4 -0.1302006179 -0.1907885984 -0.0696126375 RW:fixed:8-R:fixed:4 -0.1712024379 -0.2317904183 -0.1106144575 FC:increasing:8-R:fixed:4 -0.1400498723 -0.2006378527 -0.0794618919 HC:increasing:8-R:fixed:4 -0.1368049971 -0.1973929775 -0.0762170167 R:increasing:8-R:fixed:4 -0.1663615779 -0.2269495583 -0.1057735974 RW:increasing:8-R:fixed:4 -0.1694741891 -0.2300621695 -0.1088862087 FC:increasing:4-RW:fixed:4 0.0535051706 -0.0070828098 0.1140931511 HC:increasing:4-RW:fixed:4 0.0415396933 -0.0190482871 0.1021276737 R:increasing:4-RW:fixed:4 0.0100961471 -0.0504918334 0.0706841275 RW:increasing:4-RW:fixed:4 -0.0006084141 -0.0611963945 0.0599795663 FC:fixed:8-RW:fixed:4 0.0690858622 0.0084978818 0.1296738426 HC:fixed:8-RW:fixed:4 0.0700381626 0.0094501821 0.1306261430 R:fixed:8-RW:fixed:4 0.0246099096 -0.0359780708 0.0851978900 RW:fixed:8-RW:fixed:4 -0.0163919104 -0.0769798908 0.0441960700 FC:increasing:8-RW:fixed:4 0.0147606552 -0.0458273252 0.0753486356 HC:increasing:8-RW:fixed:4 0.0180055304 -0.0425824500 0.0785935108 R:increasing:8-RW:fixed:4 -0.0115510504 -0.0721390308 0.0490369301 RW:increasing:8-RW:fixed:4 -0.0146636616 -0.0752516420 0.0459243188 HC:increasing:4-FC:increasing:4 -0.0119654773 -0.0725534578 0.0486225031 R:increasing:4-FC:increasing:4 -0.0434090236 -0.1039970040 0.0171789568 RW:increasing:4-FC:increasing:4 -0.0541135847 -0.1147015652 0.0064743957 FC:fixed:8-FC:increasing:4 0.0155806916 -0.0450072888 0.0761686720 HC:fixed:8-FC:increasing:4 0.0165329919 -0.0440549885 0.0771209723 R:fixed:8-FC:increasing:4 -0.0288952611 -0.0894832415 0.0316927193 RW:fixed:8-FC:increasing:4 -0.0698970810 -0.1304850614 -0.0093091006 FC:increasing:8-FC:increasing:4 -0.0387445155 -0.0993324959 0.0218434650 HC:increasing:8-FC:increasing:4 -0.0354996402 -0.0960876207 0.0250883402 R:increasing:8-FC:increasing:4 -0.0650562210 -0.1256442014 -0.0044682406 RW:increasing:8-FC:increasing:4 -0.0681688323 -0.1287568127 -0.0075808519 R:increasing:4-HC:increasing:4 -0.0314435462 -0.0920315266 0.0291444342 RW:increasing:4-HC:increasing:4 -0.0421481074 -0.1027360878 0.0184398730 FC:fixed:8-HC:increasing:4 0.0275461689 -0.0330418115 0.0881341493 HC:fixed:8-HC:increasing:4 0.0284984693 -0.0320895111 0.0890864497 R:fixed:8-HC:increasing:4 -0.0169297837 -0.0775177641 0.0436581967 RW:fixed:8-HC:increasing:4 -0.0579316037 -0.1185195841 0.0026563767 FC:increasing:8-HC:increasing:4 -0.0267790381 -0.0873670185 0.0338089423 HC:increasing:8-HC:increasing:4 -0.0235341629 -0.0841221433 0.0370538175 R:increasing:8-HC:increasing:4 -0.0530907436 -0.1136787241 0.0074972368 RW:increasing:8-HC:increasing:4 -0.0562033549 -0.1167913353 0.0043846255 RW:increasing:4-R:increasing:4 -0.0107045612 -0.0712925416 0.0498834192 FC:fixed:8-R:increasing:4 0.0589897152 -0.0015982653 0.1195776956 HC:fixed:8-R:increasing:4 0.0599420155 -0.0006459649 0.1205299959 R:fixed:8-R:increasing:4 0.0145137625 -0.0460742179 0.0751017429 RW:fixed:8-R:increasing:4 -0.0264880574 -0.0870760379 0.0340999230 FC:increasing:8-R:increasing:4 0.0046645081 -0.0559234723 0.0652524885 HC:increasing:8-R:increasing:4 0.0079093833 -0.0526785971 0.0684973637 R:increasing:8-R:increasing:4 -0.0216471974 -0.0822351778 0.0389407830 RW:increasing:8-R:increasing:4 -0.0247598087 -0.0853477891 0.0358281717 FC:fixed:8-RW:increasing:4 0.0696942763 0.0091062959 0.1302822567 HC:fixed:8-RW:increasing:4 0.0706465767 0.0100585962 0.1312345571 R:fixed:8-RW:increasing:4 0.0252183237 -0.0353696567 0.0858063041 RW:fixed:8-RW:increasing:4 -0.0157834963 -0.0763714767 0.0448044841 FC:increasing:8-RW:increasing:4 0.0153690693 -0.0452189111 0.0759570497 HC:increasing:8-RW:increasing:4 0.0186139445 -0.0419740359 0.0792019249 R:increasing:8-RW:increasing:4 -0.0109426362 -0.0715306167 0.0496453442 RW:increasing:8-RW:increasing:4 -0.0140552475 -0.0746432279 0.0465327329 HC:fixed:8-FC:fixed:8 0.0009523003 -0.0596356801 0.0615402807 R:fixed:8-FC:fixed:8 -0.0444759527 -0.1050639331 0.0161120278 RW:fixed:8-FC:fixed:8 -0.0854777726 -0.1460657530 -0.0248897922 FC:increasing:8-FC:fixed:8 -0.0543252070 -0.1149131875 0.0062627734 HC:increasing:8-FC:fixed:8 -0.0510803318 -0.1116683122 0.0095076486 R:increasing:8-FC:fixed:8 -0.0806369126 -0.1412248930 -0.0200489322 RW:increasing:8-FC:fixed:8 -0.0837495238 -0.1443375043 -0.0231615434 R:fixed:8-HC:fixed:8 -0.0454282530 -0.1060162334 0.0151597274 RW:fixed:8-HC:fixed:8 -0.0864300729 -0.1470180534 -0.0258420925 FC:increasing:8-HC:fixed:8 -0.0552775074 -0.1158654878 0.0053104730 HC:increasing:8-HC:fixed:8 -0.0520326322 -0.1126206126 0.0085553483 R:increasing:8-HC:fixed:8 -0.0815892129 -0.1421771933 -0.0210012325 RW:increasing:8-HC:fixed:8 -0.0847018242 -0.1452898046 -0.0241138438 RW:fixed:8-R:fixed:8 -0.0410018200 -0.1015898004 0.0195861605 FC:increasing:8-R:fixed:8 -0.0098492544 -0.0704372348 0.0507387260 HC:increasing:8-R:fixed:8 -0.0066043792 -0.0671923596 0.0539836012 R:increasing:8-R:fixed:8 -0.0361609599 -0.0967489403 0.0244270205 RW:increasing:8-R:fixed:8 -0.0392735712 -0.0998615516 0.0213144092 FC:increasing:8-RW:fixed:8 0.0311525656 -0.0294354148 0.0917405460 HC:increasing:8-RW:fixed:8 0.0343974408 -0.0261905396 0.0949854212 R:increasing:8-RW:fixed:8 0.0048408600 -0.0557471204 0.0654288404 RW:increasing:8-RW:fixed:8 0.0017282488 -0.0588597317 0.0623162292 HC:increasing:8-FC:increasing:8 0.0032448752 -0.0573431052 0.0638328556 R:increasing:8-FC:increasing:8 -0.0263117055 -0.0868996859 0.0342762749 RW:increasing:8-FC:increasing:8 -0.0294243168 -0.0900122972 0.0311636636 R:increasing:8-HC:increasing:8 -0.0295565807 -0.0901445612 0.0310313997 RW:increasing:8-HC:increasing:8 -0.0326691920 -0.0932571724 0.0279187884 RW:increasing:8-R:increasing:8 -0.0031126113 -0.0637005917 0.0574753691 p adj HC:fixed:4-FC:fixed:4 1.0000000 R:fixed:4-FC:fixed:4 0.1518558 RW:fixed:4-FC:fixed:4 0.0000019 FC:increasing:4-FC:fixed:4 0.3286249 HC:increasing:4-FC:fixed:4 0.0595423 R:increasing:4-FC:fixed:4 0.0000391 RW:increasing:4-FC:fixed:4 0.0000016 FC:fixed:8-FC:fixed:4 0.9074607 HC:fixed:8-FC:fixed:4 0.9264147 R:fixed:8-FC:fixed:4 0.0017705 RW:fixed:8-FC:fixed:4 0.0000000 FC:increasing:8-FC:fixed:4 0.0001430 HC:increasing:8-FC:fixed:4 0.0003389 R:increasing:8-FC:fixed:4 0.0000000 RW:increasing:8-FC:fixed:4 0.0000000 R:fixed:4-HC:fixed:4 0.0318135 RW:fixed:4-HC:fixed:4 0.0000319 FC:increasing:4-HC:fixed:4 0.7146624 HC:increasing:4-HC:fixed:4 0.2423451 R:increasing:4-HC:fixed:4 0.0004960 RW:increasing:4-HC:fixed:4 0.0000268 FC:fixed:8-HC:fixed:4 0.9961664 HC:fixed:8-HC:fixed:4 0.9975973 R:fixed:8-HC:fixed:4 0.0142846 RW:fixed:8-HC:fixed:4 0.0000002 FC:increasing:8-HC:fixed:4 0.0015826 HC:increasing:8-HC:fixed:4 0.0033966 R:increasing:8-HC:fixed:4 0.0000010 RW:increasing:8-HC:fixed:4 0.0000004 RW:fixed:4-R:fixed:4 0.0000000 FC:increasing:4-R:fixed:4 0.0000018 HC:increasing:4-R:fixed:4 0.0000000 R:increasing:4-R:fixed:4 0.0000000 RW:increasing:4-R:fixed:4 0.0000000 FC:fixed:8-R:fixed:4 0.0001701 HC:fixed:8-R:fixed:4 0.0002195 R:fixed:8-R:fixed:4 0.0000000 RW:fixed:8-R:fixed:4 0.0000000 FC:increasing:8-R:fixed:4 0.0000000 HC:increasing:8-R:fixed:4 0.0000000 R:increasing:8-R:fixed:4 0.0000000 RW:increasing:8-R:fixed:4 0.0000000 FC:increasing:4-RW:fixed:4 0.1557422 HC:increasing:4-RW:fixed:4 0.5773450 R:increasing:4-RW:fixed:4 0.9999999 RW:increasing:4-RW:fixed:4 1.0000000 FC:fixed:8-RW:fixed:4 0.0095117 HC:fixed:8-RW:fixed:4 0.0077559 R:fixed:8-RW:fixed:4 0.9909582 RW:fixed:8-RW:fixed:4 0.9999150 FC:increasing:8-RW:fixed:4 0.9999779 HC:increasing:8-RW:fixed:4 0.9997274 R:increasing:8-RW:fixed:4 0.9999992 RW:increasing:8-RW:fixed:4 0.9999797 HC:increasing:4-FC:increasing:4 0.9999987 R:increasing:4-FC:increasing:4 0.4970790 RW:increasing:4-FC:increasing:4 0.1426419 FC:fixed:8-FC:increasing:4 0.9999555 HC:fixed:8-FC:increasing:4 0.9999053 R:fixed:8-FC:increasing:4 0.9595349 RW:fixed:8-FC:increasing:4 0.0079957 FC:increasing:8-FC:increasing:4 0.6946509 HC:increasing:8-FC:increasing:4 0.8138646 R:increasing:8-FC:increasing:4 0.0216880 RW:increasing:8-FC:increasing:4 0.0115390 R:increasing:4-HC:increasing:4 0.9197343 RW:increasing:4-HC:increasing:4 0.5511566 FC:fixed:8-HC:increasing:4 0.9734299 HC:fixed:8-HC:increasing:4 0.9640845 R:fixed:8-HC:increasing:4 0.9998725 RW:fixed:8-HC:increasing:4 0.0787633 FC:increasing:8-HC:increasing:4 0.9794943 HC:increasing:8-HC:increasing:4 0.9942816 R:increasing:8-HC:increasing:4 0.1651660 RW:increasing:8-HC:increasing:4 0.1039794 RW:increasing:4-R:increasing:4 0.9999997 FC:fixed:8-R:increasing:4 0.0659803 HC:fixed:8-R:increasing:4 0.0560093 R:fixed:8-R:increasing:4 0.9999823 RW:fixed:8-R:increasing:4 0.9814876 FC:increasing:8-R:increasing:4 1.0000000 HC:increasing:8-R:increasing:4 1.0000000 R:increasing:8-R:increasing:4 0.9976717 RW:increasing:8-R:increasing:4 0.9903898 FC:fixed:8-RW:increasing:4 0.0083523 HC:fixed:8-RW:increasing:4 0.0067956 R:fixed:8-RW:increasing:4 0.9884681 RW:fixed:8-RW:increasing:4 0.9999475 FC:increasing:8-RW:increasing:4 0.9999627 HC:increasing:8-RW:increasing:4 0.9995927 R:increasing:8-RW:increasing:4 0.9999996 RW:increasing:8-RW:increasing:4 0.9999884 HC:fixed:8-FC:fixed:8 1.0000000 R:fixed:8-FC:fixed:8 0.4521133 RW:fixed:8-FC:fixed:8 0.0001818 FC:increasing:8-FC:fixed:8 0.1382866 HC:increasing:8-FC:fixed:8 0.2168121 R:increasing:8-FC:fixed:8 0.0006422 RW:increasing:8-FC:fixed:8 0.0002877 R:fixed:8-HC:fixed:8 0.4130533 RW:fixed:8-HC:fixed:8 0.0001406 FC:increasing:8-HC:fixed:8 0.1199369 HC:increasing:8-HC:fixed:8 0.1911094 R:increasing:8-HC:fixed:8 0.0005039 RW:increasing:8-HC:fixed:8 0.0002236 RW:fixed:8-R:fixed:8 0.6004231 FC:increasing:8-R:fixed:8 0.9999999 HC:increasing:8-R:fixed:8 1.0000000 R:increasing:8-R:fixed:8 0.7917193 RW:increasing:8-R:fixed:8 0.6731258 FC:increasing:8-RW:fixed:8 0.9252741 HC:increasing:8-RW:fixed:8 0.8478755 R:increasing:8-RW:fixed:8 1.0000000 RW:increasing:8-RW:fixed:8 1.0000000 HC:increasing:8-FC:increasing:8 1.0000000 R:increasing:8-FC:increasing:8 0.9826192 RW:increasing:8-FC:increasing:8 0.9528215 R:increasing:8-HC:increasing:8 0.9510231 RW:increasing:8-HC:increasing:8 0.8933932 RW:increasing:8-R:increasing:8 1.0000000 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 0.08420 0.07433 0.09406 8 == 0 0.04691 0.03704 0.05677 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 0.08955 0.07968 0.09941 increasing == 0 0.04156 0.03169 0.05142 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 = 2.5002 Linear Hypotheses: Estimate lwr upr FC == 0 0.087290 0.071744 0.102836 HC == 0 0.083002 0.067456 0.098548 R == 0 0.072161 0.056615 0.087707 RW == 0 0.019754 0.004208 0.035300 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 4.328190 1.503401e-05 postscript 2 postscript 2