Computer and Biometric Services Unit International Center for Agricultural Research in the Dry Areas (ICARDA) P.O. Box 5466, Aleppo, Syria Online BioComputing Service ......... Date(D/M/Y) : 4 / 7 / 2004 Time : 9 hr 49 min Summary of the analysis of similar Line x Tester experiments conducted in Randomised Complete Block Designs ........................................................................................................... ********** Notations ************************************ ********Sources of variation******************************** ParCrs.....................Parents vs. Crosses ParCrs.LineTest............Line-parents vs. Tester-parents ParCrs.LineCrs.............Lines in the crosses ParCrs.TestCrs.............Testers in the crosses ParCrs.LineTest.LinePar....Lines in the parents ParCrs.LineTest.TestPar....Testers in the parents ParCrs.LineCrs.TestCrs.....Line x Tester interaction (crosses) ******** Percentage contribution *********** ContrL%....................Percent crosses variability exlained by the lines ContrT%....................Percent crosses variability exlained by the testers ContrLT%...................Percent crosses variability exlained by the line x tester interactions *********** Covariances ************** CovHSL....................Covariance half-sibs (lines) CovHST....................Covariance half-sibs (testers) CovHSAv...................Covariance half-sibs (average) CovFS.....................Covariance ful-sibs ************** Genetic variance components ******* Coeff_F...................Inbreeding coefficient Sg2gca....................Variance component due to the gca (general combining abilities) effects Sg2sca....................Variance component due to the sca (specific combining abilities) effects Sg2A......................Additive variance component estimate Sg2D......................Dominance variance component estimate ....................................................................................................... 1. Experiments and parameters of the designs ................................................... No. of similar experiments = 2 No. of replications = 2 No. of lines = 4 No. of testers = 9 No. of plots in each experiments = 98 Variables analyzed : BS, PLHT, GY .................................................................................... 2. Experiment-wise summary ............................................................... Experiment number is = 1 .................................................................................................... 907..................................................................................................................... ***** Analysis of variance ***** Variate: BS Source of variation d.f. s.s. m.s. v.r. F pr. Rep stratum 1 14.735 14.735 1.95 Rep.Line.Tester stratum ParCrs 1 1452.873 1452.873 191.98 <.001 ParCrs.LineTest 1 1656.010 1656.010 218.82 <.001 ParCrs.LineCrs 3 123.375 41.125 5.43 0.003 ParCrs.TestCrs 8 1086.000 135.750 17.94 <.001 ParCrs.LineTest.LinePar 3 184.375 61.458 8.12 <.001 ParCrs.LineTest.TestPar 8 862.000 107.750 14.24 <.001 ParCrs.LineCrs.TestCrs 24 391.000 16.292 2.15 0.012 Residual 48 363.265 7.568 Total 97 6133.633 ***** Tables of effects ***** Variate: BS ***** Rep.Line.Tester stratum ***** ParCrs response 8.72 s.e. 0.629 rep. unequal ParCrs.LineTest effects e.s.e. 0.324 - 0.973 ParCrs LineTest LinePar TestPar Cross Parent 11.97 -5.32 rep. 8 18 Cross 0.00 rep. 72 ParCrs.LineCrs effects e.s.e. 0.540 - 0.648 ParCrs LineCrs 1 2 3 4 5 Parent 0.00 rep. 26 Cross -0.43 -0.76 2.24 -1.04 rep. 18 18 18 18 ParCrs.TestCrs effects e.s.e. 0.540 - 0.973 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 0.00 rep. 26 Cross -2.12 0.00 -2.88 -3.75 5.13 -6.50 3.12 5.25 1.75 rep. 8 8 8 8 8 8 8 8 8 ParCrs.LineTest.LinePar effects e.s.e. 0.324 - 1.945 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar -1.13 -1.63 7.88 -5.13 rep. 2 2 2 2 TestPar 0.00 rep. 18 Cross Cross 0.00 rep. 72 ParCrs.LineTest.TestPar effects e.s.e. 0.324 - 1.945 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 0.00 rep. 8 TestPar -8.33 4.17 -6.33 -3.33 -5.33 -5.83 4.67 11.17 9.17 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 0.00 rep. 72 ParCrs.LineCrs.TestCrs effects e.s.e. 0.540 - 1.945 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 0.00 rep. 26 Cross 1 -1.82 -1.94 -0.07 0.31 2.43 1.56 -0.07 1.81 -2.19 rep. 2 2 2 2 2 2 2 2 2 2 0.51 0.89 0.26 -4.86 3.26 1.89 -1.74 -0.86 0.64 rep. 2 2 2 2 2 2 2 2 2 3 -0.49 1.39 -0.24 4.14 -5.74 -2.61 -2.74 2.64 3.64 rep. 2 2 2 2 2 2 2 2 2 4 1.79 -0.33 0.04 0.42 0.04 -0.83 4.54 -3.58 -2.08 rep. 2 2 2 2 2 2 2 2 2 ***** Tables of means ***** Variate: BS Grand mean 79.06 ParCrs Parent Cross 72.65 81.38 rep. 26 72 ParCrs LineTest LinePar TestPar Cross Parent 84.62 67.33 rep. 8 18 Cross 81.38 rep. 72 ParCrs LineCrs 1 2 3 4 5 Parent 72.65 rep. 26 Cross 80.94 80.61 83.61 80.33 rep. 18 18 18 18 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 72.65 rep. 26 Cross 79.25 81.38 78.50 77.62 86.50 74.88 84.50 86.62 83.12 rep. 8 8 8 8 8 8 8 8 8 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 83.50 83.00 92.50 79.50 rep. 2 2 2 2 TestPar 67.33 rep. 18 Cross Cross 81.38 rep. 72 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 84.62 rep. 8 TestPar 59.00 71.50 61.00 64.00 62.00 61.50 72.00 78.50 76.50 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 81.38 rep. 72 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 72.65 rep. 26 Cross 1 77.00 79.00 78.00 77.50 88.50 76.00 84.00 88.00 80.50 rep. 2 2 2 2 2 2 2 2 2 2 79.00 81.50 78.00 72.00 89.00 76.00 82.00 85.00 83.00 rep. 2 2 2 2 2 2 2 2 2 3 81.00 85.00 80.50 84.00 83.00 74.50 84.00 91.50 89.00 rep. 2 2 2 2 2 2 2 2 2 4 80.00 80.00 77.50 77.00 85.50 73.00 88.00 82.00 80.00 rep. 2 2 2 2 2 2 2 2 2 *** Standard errors of means *** Table ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs LineTest LineCrs TestCrs LineTest LineTest LineCrs LinePar TestPar TestCrs rep. unequal unequal unequal unequal unequal unequal unequal d.f. 48 48 48 48 48 48 48 e.s.e. 0.540 0.973 0.648 0.973 1.945 1.945 1.945 min.rep 0.324 0.324 0.540 0.540 0.324 0.324 0.540 max.rep ***** Stratum standard errors and coefficients of variation ***** Variate: BS Stratum d.f. s.e. cv% Rep 1 0.548 0.7 Rep.Line.Tester 48 2.751 3.5 ................................................................................................... ******** Percentage contribution *********** ContrL% ContrT% ContrLT% 7.709 67.86 24.43 *********** Covariances ************** CovHSL CovHST CovHSAv CovFS 1.380 14.93 0.7937 26.56 ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 0 0.7937 4.362 3.175 17.45 .................................................................................................. ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 1.000 0.7937 4.362 1.587 4.362 .................................................................................................. .................................................................................................... 907..................................................................................................................... ***** Analysis of variance ***** Variate: PLHT Source of variation d.f. s.s. m.s. v.r. F pr. Rep stratum 1 104.1 104.1 0.87 Rep.Line.Tester stratum ParCrs 1 8495.3 8495.3 70.88 <.001 ParCrs.LineTest 1 4000.2 4000.2 33.37 <.001 ParCrs.LineCrs 3 968.5 322.8 2.69 0.056 ParCrs.TestCrs 8 70680.0 8835.0 73.71 <.001 ParCrs.LineTest.LinePar 3 311.4 103.8 0.87 0.465 ParCrs.LineTest.TestPar 8 25258.0 3157.2 26.34 <.001 ParCrs.LineCrs.TestCrs 24 10466.6 436.1 3.64 <.001 Residual 48 5753.4 119.9 Total 97 126037.6 ***** Tables of effects ***** Variate: PLHT ***** Rep.Line.Tester stratum ***** ParCrs response 21.1 s.e. 2.50 rep. unequal ParCrs.LineTest effects e.s.e. 1.29 - 3.87 ParCrs LineTest LinePar TestPar Cross Parent -18.6 8.3 rep. 8 18 Cross 0.0 rep. 72 ParCrs.LineCrs effects e.s.e. 2.15 - 2.58 ParCrs LineCrs 1 2 3 4 5 Parent 0.0 rep. 26 Cross -1.9 -2.2 6.3 -2.3 rep. 18 18 18 18 ParCrs.TestCrs effects e.s.e. 2.15 - 3.87 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 0.0 rep. 26 Cross -56.4 -21.7 13.9 27.3 59.3 13.2 -19.2 -12.9 -3.4 rep. 8 8 8 8 8 8 8 8 8 ParCrs.LineTest.LinePar effects e.s.e. 1.29 - 7.74 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar -0.6 -5.1 10.4 -4.6 rep. 2 2 2 2 TestPar 0.0 rep. 18 Cross Cross 0.0 rep. 72 ParCrs.LineTest.TestPar effects e.s.e. 1.29 - 7.74 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 0.0 rep. 8 TestPar -73.5 -28.0 1.5 25.5 68.0 11.0 -25.0 0.0 20.5 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 0.0 rep. 72 ParCrs.LineCrs.TestCrs effects e.s.e. 2.15 - 7.74 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 0.0 rep. 26 Cross 1 -1.0 -7.2 5.6 16.2 6.2 -6.1 -4.7 -17.0 8.0 rep. 2 2 2 2 2 2 2 2 2 2 7.8 -0.4 -1.5 -13.4 25.6 -1.8 -8.9 0.3 -7.7 rep. 2 2 2 2 2 2 2 2 2 3 -10.7 -3.0 12.4 -12.0 -31.5 27.2 2.0 8.3 7.3 rep. 2 2 2 2 2 2 2 2 2 4 3.9 10.6 -16.5 9.1 -0.4 -19.2 11.6 8.4 -7.6 rep. 2 2 2 2 2 2 2 2 2 ***** Tables of means ***** Variate: PLHT Grand mean 161.7 ParCrs Parent Cross 146.2 167.3 rep. 26 72 ParCrs LineTest LinePar TestPar Cross Parent 127.6 154.5 rep. 8 18 Cross 167.3 rep. 72 ParCrs LineCrs 1 2 3 4 5 Parent 146.2 rep. 26 Cross 165.4 165.1 173.7 165.1 rep. 18 18 18 18 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 146.2 rep. 26 Cross 110.9 145.6 181.2 194.6 226.6 180.5 148.1 154.4 163.9 rep. 8 8 8 8 8 8 8 8 8 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 127.0 122.5 138.0 123.0 rep. 2 2 2 2 TestPar 154.5 rep. 18 Cross Cross 167.3 rep. 72 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 127.6 rep. 8 TestPar 81.0 126.5 156.0 180.0 222.5 165.5 129.5 154.5 175.0 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 167.3 rep. 72 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 146.2 rep. 26 Cross 1 108.0 136.5 185.0 209.0 231.0 172.5 141.5 135.5 170.0 rep. 2 2 2 2 2 2 2 2 2 2 116.5 143.0 177.5 179.0 250.0 176.5 137.0 152.5 154.0 rep. 2 2 2 2 2 2 2 2 2 3 106.5 149.0 200.0 189.0 201.5 214.0 156.5 169.0 177.5 rep. 2 2 2 2 2 2 2 2 2 4 112.5 154.0 162.5 201.5 224.0 159.0 157.5 160.5 154.0 rep. 2 2 2 2 2 2 2 2 2 *** Standard errors of means *** Table ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs LineTest LineCrs TestCrs LineTest LineTest LineCrs LinePar TestPar TestCrs rep. unequal unequal unequal unequal unequal unequal unequal d.f. 48 48 48 48 48 48 48 e.s.e. 2.15 3.87 2.58 3.87 7.74 7.74 7.74 min.rep 1.29 1.29 2.15 2.15 1.29 1.29 2.15 max.rep ***** Stratum standard errors and coefficients of variation ***** Variate: PLHT Stratum d.f. s.e. cv% Rep 1 1.46 0.9 Rep.Line.Tester 48 10.95 6.8 ................................................................................................... ******** Percentage contribution *********** ContrL% ContrT% ContrLT% 1.179 86.07 12.75 *********** Covariances ************** CovHSL CovHST CovHSAv CovFS -6.293 1050 51.50 1419 ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 0 51.50 158.1 206.0 632.5 .................................................................................................. ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 1.000 51.50 158.1 103.0 158.1 .................................................................................................. .................................................................................................... 907..................................................................................................................... ***** Analysis of variance ***** Variate: GY Source of variation d.f. s.s. m.s. v.r. F pr. Rep stratum 1 0.0034 0.0034 0.00 Rep.Line.Tester stratum ParCrs 1 4.1817 4.1817 4.50 0.039 ParCrs.LineTest 1 5.8315 5.8315 6.27 0.016 ParCrs.LineCrs 3 2.1647 0.7216 0.78 0.513 ParCrs.TestCrs 8 21.4307 2.6788 2.88 0.011 ParCrs.LineTest.LinePar 3 10.6693 3.5564 3.83 0.015 ParCrs.LineTest.TestPar 8 23.5258 2.9407 3.16 0.006 ParCrs.LineCrs.TestCrs 24 21.0375 0.8766 0.94 0.550 Residual 48 44.6190 0.9296 Total 97 133.4635 ***** Tables of effects ***** Variate: GY ***** Rep.Line.Tester stratum ***** ParCrs response -0.468 s.e. 0.2206 rep. unequal ParCrs.LineTest effects e.s.e. 0.1136 - 0.3409 ParCrs LineTest LinePar TestPar Cross Parent -0.710 0.316 rep. 8 18 Cross 0.000 rep. 72 ParCrs.LineCrs effects e.s.e. 0.1891 - 0.2272 ParCrs LineCrs 1 2 3 4 5 Parent 0.000 rep. 26 Cross 0.129 -0.230 -0.101 0.202 rep. 18 18 18 18 ParCrs.TestCrs effects e.s.e. 0.1891 - 0.3409 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 0.000 rep. 26 Cross -1.191 -0.381 0.480 0.524 0.769 0.003 -0.103 -0.010 -0.090 rep. 8 8 8 8 8 8 8 8 8 ParCrs.LineTest.LinePar effects e.s.e. 0.1136 - 0.6817 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 1.490 -0.890 0.735 -1.335 rep. 2 2 2 2 TestPar 0.000 rep. 18 Cross Cross 0.000 rep. 72 ParCrs.LineTest.TestPar effects e.s.e. 0.1136 - 0.6817 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 0.000 rep. 8 TestPar -1.816 -0.056 -1.436 -0.246 2.369 0.609 -0.151 0.549 0.179 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 0.000 rep. 72 ParCrs.LineCrs.TestCrs effects e.s.e. 0.1891 - 0.6817 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 0.000 rep. 26 Cross 1 0.065 0.620 -0.091 0.595 -0.470 -0.069 0.371 -0.706 -0.316 rep. 2 2 2 2 2 2 2 2 2 2 0.128 -0.107 -0.453 -0.002 -0.047 0.290 -1.065 0.517 0.737 rep. 2 2 2 2 2 2 2 2 2 3 0.095 -0.455 0.238 -1.465 -0.295 0.066 0.796 0.388 0.633 rep. 2 2 2 2 2 2 2 2 2 4 -0.288 -0.058 0.306 0.872 0.812 -0.287 -0.102 -0.199 -1.054 rep. 2 2 2 2 2 2 2 2 2 ***** Tables of means ***** Variate: GY Grand mean 4.872 ParCrs Parent Cross 5.215 4.747 rep. 26 72 ParCrs LineTest LinePar TestPar Cross Parent 4.505 5.531 rep. 8 18 Cross 4.747 rep. 72 ParCrs LineCrs 1 2 3 4 5 Parent 5.215 rep. 26 Cross 4.876 4.518 4.647 4.949 rep. 18 18 18 18 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5.215 rep. 26 Cross 3.556 4.366 5.227 5.271 5.516 4.750 4.645 4.737 4.657 rep. 8 8 8 8 8 8 8 8 8 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 5.995 3.615 5.240 3.170 rep. 2 2 2 2 TestPar 5.531 rep. 18 Cross Cross 4.747 rep. 72 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 4.505 rep. 8 TestPar 3.715 5.475 4.095 5.285 7.900 6.140 5.380 6.080 5.710 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 4.747 rep. 72 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 5.215 rep. 26 Cross 1 3.750 5.115 5.265 5.995 5.175 4.810 5.145 4.160 4.470 rep. 2 2 2 2 2 2 2 2 2 2 3.455 4.030 4.545 5.040 5.240 4.810 3.350 5.025 5.165 rep. 2 2 2 2 2 2 2 2 2 3 3.550 3.810 5.365 3.705 5.120 4.715 5.340 5.025 5.190 rep. 2 2 2 2 2 2 2 2 2 4 3.470 4.510 5.735 6.345 6.530 4.665 4.745 4.740 3.805 rep. 2 2 2 2 2 2 2 2 2 *** Standard errors of means *** Table ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs LineTest LineCrs TestCrs LineTest LineTest LineCrs LinePar TestPar TestCrs rep. unequal unequal unequal unequal unequal unequal unequal d.f. 48 48 48 48 48 48 48 e.s.e. 0.1891 0.3409 0.2272 0.3409 0.6817 0.6817 0.6817 min.rep 0.1136 0.1136 0.1891 0.1891 0.1136 0.1136 0.1891 max.rep ***** Stratum standard errors and coefficients of variation ***** Variate: GY Stratum d.f. s.e. cv% Rep 1 0.0084 0.2 Rep.Line.Tester 48 0.9641 19.8 ................................................................................................... ******** Percentage contribution *********** ContrL% ContrT% ContrLT% 4.850 48.02 47.13 *********** Covariances ************** CovHSL CovHST CovHSAv CovFS -0.008611 0.2253 0.01075 0.2230 ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 0 0.01075 -0.02650 0.04300 -0.1060 .................................................................................................. ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 1.000 0.01075 -0.02650 0.02150 -0.02650 .................................................................................................. Experiment number is = 2 .................................................................................................... 907..................................................................................................................... ***** Analysis of variance ***** Variate: BS Source of variation d.f. s.s. m.s. v.r. F pr. Rep stratum 1 2.95 2.95 0.28 Rep.Line.Tester stratum ParCrs 1 267.09 267.09 25.16 <.001 ParCrs.LineTest 1 580.31 580.31 54.67 <.001 ParCrs.LineCrs 3 180.78 60.26 5.68 0.002 ParCrs.TestCrs 8 2036.19 254.52 23.98 <.001 ParCrs.LineTest.LinePar 3 123.38 41.12 3.87 0.015 ParCrs.LineTest.TestPar 8 1452.78 181.60 17.11 <.001 ParCrs.LineCrs.TestCrs 24 369.47 15.39 1.45 0.135 Residual 48 509.55 10.62 Total 97 5522.50 ***** Tables of effects ***** Variate: BS ***** Rep.Line.Tester stratum ***** ParCrs response 3.74 s.e. 0.745 rep. unequal ParCrs.LineTest effects e.s.e. 0.384 - 1.152 ParCrs LineTest LinePar TestPar Cross Parent 7.09 -3.15 rep. 8 18 Cross 0.00 rep. 72 ParCrs.LineCrs effects e.s.e. 0.639 - 0.768 ParCrs LineCrs 1 2 3 4 5 Parent 0.00 rep. 26 Cross -0.33 2.28 0.22 -2.17 rep. 18 18 18 18 ParCrs.TestCrs effects e.s.e. 0.639 - 1.152 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 0.00 rep. 26 Cross -5.90 -0.53 -4.28 -2.03 10.10 -7.65 2.60 3.60 4.10 rep. 8 8 8 8 8 8 8 8 8 ParCrs.LineTest.LinePar effects e.s.e. 0.384 - 2.304 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 2.87 -1.63 4.37 -5.63 rep. 2 2 2 2 TestPar 0.00 rep. 18 Cross Cross 0.00 rep. 72 ParCrs.LineTest.TestPar effects e.s.e. 0.384 - 2.304 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 0.00 rep. 8 TestPar -8.39 1.61 -11.39 -4.89 18.11 -9.39 1.61 6.61 6.11 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 0.00 rep. 72 ParCrs.LineCrs.TestCrs effects e.s.e. 0.639 - 2.304 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 0.00 rep. 26 Cross 1 0.96 -1.92 -1.17 5.08 -2.04 -0.29 0.96 -3.54 1.96 rep. 2 2 2 2 2 2 2 2 2 2 -0.15 -3.53 -0.28 -3.03 2.35 3.10 -0.65 -0.65 2.85 rep. 2 2 2 2 2 2 2 2 2 3 -2.60 1.53 3.28 -1.47 1.90 -1.85 0.90 0.40 -2.10 rep. 2 2 2 2 2 2 2 2 2 4 1.79 3.92 -1.83 -0.58 -2.21 -0.96 -1.21 3.79 -2.71 rep. 2 2 2 2 2 2 2 2 2 ***** Tables of means ***** Variate: BS Grand mean 66.79 ParCrs Parent Cross 64.04 67.78 rep. 26 72 ParCrs LineTest LinePar TestPar Cross Parent 71.13 60.89 rep. 8 18 Cross 67.78 rep. 72 ParCrs LineCrs 1 2 3 4 5 Parent 64.04 rep. 26 Cross 67.44 70.06 68.00 65.61 rep. 18 18 18 18 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 64.04 rep. 26 Cross 61.88 67.25 63.50 65.75 77.88 60.13 70.38 71.38 71.88 rep. 8 8 8 8 8 8 8 8 8 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 74.00 69.50 75.50 65.50 rep. 2 2 2 2 TestPar 60.89 rep. 18 Cross Cross 67.78 rep. 72 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 71.13 rep. 8 TestPar 52.50 62.50 49.50 56.00 79.00 51.50 62.50 67.50 67.00 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 67.78 rep. 72 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 64.04 rep. 26 Cross 1 62.50 65.00 62.00 70.50 75.50 59.50 71.00 67.50 73.50 rep. 2 2 2 2 2 2 2 2 2 2 64.00 66.00 65.50 65.00 82.50 65.50 72.00 73.00 77.00 rep. 2 2 2 2 2 2 2 2 2 3 59.50 69.00 67.00 64.50 80.00 58.50 71.50 72.00 70.00 rep. 2 2 2 2 2 2 2 2 2 4 61.50 69.00 59.50 63.00 73.50 57.00 67.00 73.00 67.00 rep. 2 2 2 2 2 2 2 2 2 *** Standard errors of means *** Table ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs LineTest LineCrs TestCrs LineTest LineTest LineCrs LinePar TestPar TestCrs rep. unequal unequal unequal unequal unequal unequal unequal d.f. 48 48 48 48 48 48 48 e.s.e. 0.639 1.152 0.768 1.152 2.304 2.304 2.304 min.rep 0.384 0.384 0.639 0.639 0.384 0.384 0.639 max.rep ***** Stratum standard errors and coefficients of variation ***** Variate: BS Stratum d.f. s.e. cv% Rep 1 0.245 0.4 Rep.Line.Tester 48 3.258 4.9 ................................................................................................... ******** Percentage contribution *********** ContrL% ContrT% ContrLT% 6.989 78.73 14.28 *********** Covariances ************** CovHSL CovHST CovHSAv CovFS 2.492 29.89 1.578 46.04 ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 0 1.578 2.390 6.310 9.558 .................................................................................................. ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 1.000 1.578 2.390 3.155 2.390 .................................................................................................. .................................................................................................... 907..................................................................................................................... ***** Analysis of variance ***** Variate: PLHT Source of variation d.f. s.s. m.s. v.r. F pr. Rep stratum 1 51.4 51.4 0.34 Rep.Line.Tester stratum ParCrs 1 3254.8 3254.8 21.33 <.001 ParCrs.LineTest 1 21924.0 21924.0 143.70 <.001 ParCrs.LineCrs 3 2333.5 777.8 5.10 0.004 ParCrs.TestCrs 8 101996.4 12749.5 83.57 <.001 ParCrs.LineTest.LinePar 3 773.5 257.8 1.69 0.182 ParCrs.LineTest.TestPar 8 106413.0 13301.6 87.19 <.001 ParCrs.LineCrs.TestCrs 24 12933.7 538.9 3.53 <.001 Residual 48 7323.1 152.6 Total 97 257003.5 ***** Tables of effects ***** Variate: PLHT ***** Rep.Line.Tester stratum ***** ParCrs response 13.1 s.e. 2.83 rep. unequal ParCrs.LineTest effects e.s.e. 1.46 - 4.37 ParCrs LineTest LinePar TestPar Cross Parent -43.6 19.4 rep. 8 18 Cross 0.0 rep. 72 ParCrs.LineCrs effects e.s.e. 2.42 - 2.91 ParCrs LineCrs 1 2 3 4 5 Parent 0.0 rep. 26 Cross 1.1 -9.5 5.5 2.9 rep. 18 18 18 18 ParCrs.TestCrs effects e.s.e. 2.42 - 4.37 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 0.0 rep. 26 Cross -63.1 -24.0 7.4 50.0 70.0 -2.0 -7.5 -5.5 -25.4 rep. 8 8 8 8 8 8 8 8 8 ParCrs.LineTest.LinePar effects e.s.e. 1.46 - 8.73 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar -16.8 3.3 8.3 5.3 rep. 2 2 2 2 TestPar 0.0 rep. 18 Cross Cross 0.0 rep. 72 ParCrs.LineTest.TestPar effects e.s.e. 1.46 - 8.73 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 0.0 rep. 8 TestPar -105.7 -78.2 -33.2 86.8 155.3 40.8 -20.7 -18.2 -27.2 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 0.0 rep. 72 ParCrs.LineCrs.TestCrs effects e.s.e. 2.42 - 8.73 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 0.0 rep. 26 Cross 1 5.7 -21.5 -4.8 -26.5 16.5 4.5 13.5 1.5 10.9 rep. 2 2 2 2 2 2 2 2 2 2 14.2 10.1 17.7 2.6 -4.4 3.6 -20.9 -4.9 -18.0 rep. 2 2 2 2 2 2 2 2 2 3 -8.3 15.1 -9.3 30.1 -9.9 -27.9 15.1 -0.9 -4.0 rep. 2 2 2 2 2 2 2 2 2 4 -11.6 -3.7 -3.6 -6.2 -2.2 19.8 -7.7 4.3 11.1 rep. 2 2 2 2 2 2 2 2 2 ***** Tables of means ***** Variate: PLHT Grand mean 188.4 ParCrs Parent Cross 178.8 191.9 rep. 26 72 ParCrs LineTest LinePar TestPar Cross Parent 135.2 198.2 rep. 8 18 Cross 191.9 rep. 72 ParCrs LineCrs 1 2 3 4 5 Parent 178.8 rep. 26 Cross 192.9 182.4 197.4 194.7 rep. 18 18 18 18 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 178.8 rep. 26 Cross 128.8 167.9 199.2 241.9 261.9 189.9 184.4 186.4 166.5 rep. 8 8 8 8 8 8 8 8 8 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 118.5 138.5 143.5 140.5 rep. 2 2 2 2 TestPar 198.2 rep. 18 Cross Cross 191.9 rep. 72 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 135.2 rep. 8 TestPar 92.5 120.0 165.0 285.0 353.5 239.0 177.5 180.0 171.0 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 191.9 rep. 72 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 178.8 rep. 26 Cross 1 135.5 147.5 195.5 216.5 279.5 195.5 199.0 189.0 178.5 rep. 2 2 2 2 2 2 2 2 2 2 133.5 168.5 207.5 235.0 248.0 184.0 154.0 172.0 139.0 rep. 2 2 2 2 2 2 2 2 2 3 126.0 188.5 195.5 277.5 257.5 167.5 205.0 191.0 168.0 rep. 2 2 2 2 2 2 2 2 2 4 120.0 167.0 198.5 238.5 262.5 212.5 179.5 193.5 180.5 rep. 2 2 2 2 2 2 2 2 2 *** Standard errors of means *** Table ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs LineTest LineCrs TestCrs LineTest LineTest LineCrs LinePar TestPar TestCrs rep. unequal unequal unequal unequal unequal unequal unequal d.f. 48 48 48 48 48 48 48 e.s.e. 2.42 4.37 2.91 4.37 8.73 8.73 8.73 min.rep 1.46 1.46 2.42 2.42 1.46 1.46 2.42 max.rep ***** Stratum standard errors and coefficients of variation ***** Variate: PLHT Stratum d.f. s.e. cv% Rep 1 1.02 0.5 Rep.Line.Tester 48 12.35 6.6 ................................................................................................... ******** Percentage contribution *********** ContrL% ContrT% ContrLT% 1.990 86.98 11.03 *********** Covariances ************** CovHSL CovHST CovHSAv CovFS 13.27 1526 75.81 2091 ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 0 75.81 193.2 303.2 772.7 .................................................................................................. ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 1.000 75.81 193.2 151.6 193.2 .................................................................................................. .................................................................................................... 907..................................................................................................................... ***** Analysis of variance ***** Variate: GY Source of variation d.f. s.s. m.s. v.r. F pr. Rep stratum 1 4.5645 4.5645 4.74 Rep.Line.Tester stratum ParCrs 1 4.0683 4.0683 4.23 0.045 ParCrs.LineTest 1 21.3852 21.3852 22.21 <.001 ParCrs.LineCrs 3 4.7253 1.5751 1.64 0.193 ParCrs.TestCrs 8 9.8686 1.2336 1.28 0.276 ParCrs.LineTest.LinePar 3 3.7612 1.2537 1.30 0.285 ParCrs.LineTest.TestPar 8 14.6761 1.8345 1.91 0.081 ParCrs.LineCrs.TestCrs 24 19.7886 0.8245 0.86 0.652 Residual 48 46.2157 0.9628 Total 97 129.0537 ***** Tables of effects ***** Variate: GY ***** Rep.Line.Tester stratum ***** ParCrs response -0.461 s.e. 0.2245 rep. unequal ParCrs.LineTest effects e.s.e. 0.1156 - 0.3469 ParCrs LineTest LinePar TestPar Cross Parent -1.360 0.605 rep. 8 18 Cross 0.000 rep. 72 ParCrs.LineCrs effects e.s.e. 0.1924 - 0.2313 ParCrs LineCrs 1 2 3 4 5 Parent 0.000 rep. 26 Cross 0.319 -0.200 0.178 -0.298 rep. 18 18 18 18 ParCrs.TestCrs effects e.s.e. 0.1924 - 0.3469 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 0.000 rep. 26 Cross -0.060 -0.508 0.409 0.202 0.314 -0.288 0.457 0.080 -0.606 rep. 8 8 8 8 8 8 8 8 8 ParCrs.LineTest.LinePar effects e.s.e. 0.1156 - 0.6938 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar -1.120 0.670 0.420 0.030 rep. 2 2 2 2 TestPar 0.000 rep. 18 Cross Cross 0.000 rep. 72 ParCrs.LineTest.TestPar effects e.s.e. 0.1156 - 0.6938 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 0.000 rep. 8 TestPar -0.160 -0.725 -0.870 2.035 -0.095 -1.200 0.085 0.465 0.465 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 0.000 rep. 72 ParCrs.LineCrs.TestCrs effects e.s.e. 0.1924 - 0.6938 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 0.000 rep. 26 Cross 1 -0.483 -0.816 -0.472 -0.891 0.013 0.409 0.849 0.542 0.848 rep. 2 2 2 2 2 2 2 2 2 2 0.431 0.964 -0.388 0.874 0.017 -0.526 -0.866 -0.239 -0.267 rep. 2 2 2 2 2 2 2 2 2 3 0.128 -0.185 0.304 -0.815 0.049 0.125 0.500 0.263 -0.371 rep. 2 2 2 2 2 2 2 2 2 4 -0.076 0.037 0.555 0.832 -0.080 -0.008 -0.483 -0.566 -0.210 rep. 2 2 2 2 2 2 2 2 2 ***** Tables of means ***** Variate: GY Grand mean 4.351 ParCrs Parent Cross 4.690 4.229 rep. 26 72 ParCrs LineTest LinePar TestPar Cross Parent 3.330 5.295 rep. 8 18 Cross 4.229 rep. 72 ParCrs LineCrs 1 2 3 4 5 Parent 4.690 rep. 26 Cross 4.548 4.029 4.407 3.931 rep. 18 18 18 18 ParCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 4.690 rep. 26 Cross 4.169 3.721 4.638 4.431 4.543 3.941 4.686 4.309 3.623 rep. 8 8 8 8 8 8 8 8 8 ParCrs LineTest LinePar 1 2 3 4 5 Parent LinePar 2.210 4.000 3.750 3.360 rep. 2 2 2 2 TestPar 5.295 rep. 18 Cross Cross 4.229 rep. 72 ParCrs LineTest TestPar 1 2 3 4 5 6 7 8 9 10 Parent LinePar 3.330 rep. 8 TestPar 5.135 4.570 4.425 7.330 5.200 4.095 5.380 5.760 5.760 rep. 2 2 2 2 2 2 2 2 2 Cross Cross 4.229 rep. 72 ParCrs LineCrs TestCrs 1 2 3 4 5 6 7 8 9 10 Parent 5 4.690 rep. 26 Cross 1 4.005 3.225 4.485 3.860 4.875 4.670 5.855 5.170 4.790 rep. 2 2 2 2 2 2 2 2 2 2 4.400 4.485 4.050 5.105 4.360 3.215 3.620 3.870 3.155 rep. 2 2 2 2 2 2 2 2 2 3 4.475 3.715 5.120 3.795 4.770 4.245 5.365 4.750 3.430 rep. 2 2 2 2 2 2 2 2 2 4 3.795 3.460 4.895 4.965 4.165 3.635 3.905 3.445 3.115 rep. 2 2 2 2 2 2 2 2 2 *** Standard errors of means *** Table ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs ParCrs LineTest LineCrs TestCrs LineTest LineTest LineCrs LinePar TestPar TestCrs rep. unequal unequal unequal unequal unequal unequal unequal d.f. 48 48 48 48 48 48 48 e.s.e. 0.1924 0.3469 0.2313 0.3469 0.6938 0.6938 0.6938 min.rep 0.1156 0.1156 0.1924 0.1924 0.1156 0.1156 0.1924 max.rep ***** Stratum standard errors and coefficients of variation ***** Variate: GY Stratum d.f. s.e. cv% Rep 1 0.3052 7.0 Rep.Line.Tester 48 0.9812 22.6 ................................................................................................... ******** Percentage contribution *********** ContrL% ContrT% ContrLT% 13.74 28.70 57.55 *********** Covariances ************** CovHSL CovHST CovHSAv CovFS 0.04170 0.05113 0.004256 0.1142 ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 0 0.004256 -0.06915 0.01702 -0.2766 .................................................................................................. ************** Genetic variance components ******* Coeff_F Sg2gca Sg2sca Sg2A Sg2D 1.000 0.004256 -0.06915 0.008512 -0.06915 ..................................................................................................