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) : 2 / 12 / 2016 Time : 11 hr 36 min (Program codes updated: 15 June 2015, Amman, Jordan) Summary of the analysis of the data from similar trials conducted in Randomised Complete Block Designs ................................................................................................. ......................................... 1. Trials and parameters of the designs ................................................... No. of similar trials.........= 12 No. of replications...........= 4 No. of treatments.............= 11 No. of plots in each trial....= 44 Variables analyzed............: GYld, DFLR, HSW Notations: SE: Standard error. SE mean = SE of mean. SE difference=SE of difference LSD: Least significant difference Exp. error CV% = Coefficient of variation (%) obtained as (experimental error standard deviation/grand mean) *100 DF = Degrees of freedom F- value = Treatment mean square /error mean square Prob >= F-value = p-value for Treatments,i.e., Probability[F random variable with (Treatment DF, Residual DF) DF exceeding F-value under equality of treatment effects] MS = Mean square BLUP: Best linear unbiased predictor estimate, i.e. where the genotype effects were assumed random. The block effects were assumed fixed as in ANOVA model. SE(BLUP): Average standard error of the BLUPs SED(BLUPs): Average standard error of pair-wise differences between BLUPs. h2(bs-plot): Broad-sense heritability on plot basis h2(bs-mean): Broad-sense heritability on mean basis SE x : Standard error of x, where x = h2(bs-plot) and h2(bs-mean). References: B. R. Cullis et al. (2006). J. Agric. Biol. Environ. Stat. 11: 381-393. M. Singh et al. (1993). Theoretical and Applied Genetics 86: 437-441 O. Kempthorne (1983). The Design and Analysis of Experiments. R.E. Krieger Publishing Co., Malabar, FL. .................................................................................... 2. Trial-wise summary ............................................................... Trial = 1 ************************ Means ********************* Treatment GYld DFLR HSW 1 1454.750 96.750 1.525 2 1704.000 94.000 1.375 3 1521.500 95.000 1.375 4 1045.000 93.000 1.475 5 1550.000 95.250 1.375 6 1715.500 92.750 1.400 7 1255.250 93.000 1.500 8 1759.250 93.500 1.450 9 1948.750 93.250 1.400 10 1389.000 96.250 1.475 11 1536.500 94.000 1.400 SE mean = 109.655 1.004 0.041 SE difference = 155.075 1.420 0.058 LSD at 5% = 316.706 2.901 0.118 Grand mean = 1534.500 94.250 1.432 Exp. error CV% = 14.292 2.131 5.696 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 5.232 1.871 1.811 Prob >= F-value = 0.000195 0.090163 0.101725 Residual MS = 48096.573 4.035 0.007 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 1469.992 95.414 1.474 2 1671.605 94.134 1.406 3 1523.985 94.599 1.406 4 1138.553 93.668 1.451 5 1547.038 94.716 1.406 6 1680.907 93.552 1.418 7 1308.620 93.668 1.462 8 1716.296 93.901 1.440 9 1869.579 93.784 1.418 10 1416.808 95.181 1.451 11 1536.118 94.134 1.418 SE(BLUP) 99.674 0.720 0.029 SED(BLUPs) 139.471 0.969 0.039 Heritability: GYld DFLR HSW h2(bs-plot) = 0.514 0.179 0.169 SE h2(bs-plot) = 0.159 0.163 0.162 h2(bs-mean) = 0.809 0.466 0.448 SE h2(bs-mean) = 0.099 0.276 0.285 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 27.273 1.400 3.540 10 23.204 1.191 3.012 20 18.508 0.950 2.402 ............................................................... Trial = 2 ************************ Means ********************* Treatment GYld DFLR HSW 1 924.750 95.000 1.325 2 1534.000 91.500 1.475 3 1255.250 92.250 1.250 4 1272.250 92.500 1.400 5 1045.250 91.000 1.225 6 1560.000 91.750 1.650 7 1094.500 93.750 1.475 8 1500.000 91.500 1.275 9 1820.750 91.750 1.550 10 1549.750 94.750 1.400 11 1393.250 95.000 1.400 SE mean = 98.055 1.151 0.049 SE difference = 138.671 1.627 0.070 LSD at 5% = 283.204 3.323 0.142 Grand mean = 1359.068 92.795 1.402 Exp. error CV% = 14.430 2.480 7.017 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 7.457 1.783 7.047 Prob >= F-value = 0.000008 0.107599 0.000014 Residual MS = 38459.194 5.295 0.010 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 982.996 93.763 1.336 2 1510.540 92.227 1.465 3 1269.173 92.556 1.272 4 1283.893 92.666 1.400 5 1087.336 92.007 1.250 6 1533.053 92.336 1.615 7 1129.981 93.215 1.465 8 1481.100 92.227 1.293 9 1758.834 92.336 1.529 10 1524.178 93.654 1.400 11 1388.666 93.763 1.400 SE(BLUP) 91.884 0.805 0.046 SED(BLUPs) 129.038 1.078 0.064 Heritability: GYld DFLR HSW h2(bs-plot) = 0.617 0.164 0.602 SE h2(bs-plot) = 0.141 0.161 0.144 h2(bs-mean) = 0.866 0.439 0.858 SE h2(bs-mean) = 0.069 0.290 0.073 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 35.189 1.500 16.485 10 29.939 1.276 14.026 20 23.880 1.018 11.187 ............................................................... Trial = 3 ************************ Means ********************* Treatment GYld DFLR HSW 1 602.750 87.250 1.725 2 914.500 86.750 1.600 3 600.000 86.500 1.700 4 647.500 87.250 1.850 5 801.000 86.500 1.725 6 717.750 88.750 1.650 7 790.250 88.000 1.675 8 632.750 85.000 1.625 9 726.000 87.000 1.600 10 726.250 86.750 1.600 11 802.500 87.000 1.675 SE mean = 47.464 1.003 0.054 SE difference = 67.125 1.419 0.076 LSD at 5% = 137.087 2.897 0.155 Grand mean = 723.750 86.977 1.675 Exp. error CV% = 13.116 2.307 6.411 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 4.309 0.875 1.951 Prob >= F-value = 0.000886 0.565601 0.076760 Residual MS = 9011.495 4.026 0.012 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 630.831 86.977 1.699 2 870.231 86.977 1.638 3 628.720 86.977 1.687 4 665.196 86.977 1.760 5 783.072 86.977 1.699 6 719.142 86.977 1.663 7 774.817 86.977 1.675 8 653.869 86.977 1.651 9 725.478 86.977 1.638 10 725.670 86.977 1.638 11 784.224 86.977 1.675 SE(BLUP) 42.161 0.298 0.039 SED(BLUPs) 58.822 0.001 0.053 Heritability: GYld DFLR HSW h2(bs-plot) = 0.453 0.000 0.192 SE h2(bs-plot) = 0.167 0.000 0.164 h2(bs-mean) = 0.768 0.000 0.488 SE h2(bs-mean) = 0.120 0.000 0.265 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 21.564 0.000 4.503 10 18.347 0.000 3.831 20 14.634 0.000 3.056 ............................................................... Trial = 4 ************************ Means ********************* Treatment GYld DFLR HSW 1 1146.250 103.000 1.500 2 1143.750 103.500 1.500 3 1323.250 103.000 1.475 4 1330.250 103.500 1.500 5 1488.250 102.000 1.550 6 1224.250 102.500 1.450 7 1158.500 104.250 1.375 8 1053.500 104.250 1.500 9 1142.250 102.000 1.450 10 1069.000 103.750 1.425 11 1461.500 104.750 1.450 SE mean = 78.512 0.853 0.055 SE difference = 111.032 1.207 0.078 LSD at 5% = 226.758 2.464 0.159 Grand mean = 1230.977 103.318 1.470 Exp. error CV% = 12.756 1.652 7.506 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 3.624 1.152 0.731 Prob >= F-value = 0.002979 0.359462 0.689566 Residual MS = 24656.352 2.912 0.012 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 1169.629 103.276 1.470 2 1167.819 103.342 1.470 3 1297.789 103.276 1.470 4 1302.858 103.342 1.470 5 1417.260 103.144 1.470 6 1226.106 103.210 1.470 7 1178.499 103.441 1.470 8 1102.472 103.441 1.470 9 1166.733 103.144 1.470 10 1113.695 103.375 1.470 11 1397.892 103.507 1.470 SE(BLUP) 67.955 0.392 0.016 SED(BLUPs) 94.480 0.438 0.000 Heritability: GYld DFLR HSW h2(bs-plot) = 0.396 0.037 0.000 SE h2(bs-plot) = 0.171 0.138 0.000 h2(bs-mean) = 0.724 0.132 0.000 SE h2(bs-mean) = 0.142 0.448 0.000 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 18.134 0.241 0.000 10 15.429 0.205 0.000 20 12.306 0.164 0.000 ............................................................... Trial = 5 ************************ Means ********************* Treatment GYld DFLR HSW 1 883.000 99.250 1.600 2 862.500 96.500 1.525 3 737.000 97.000 1.600 4 791.500 101.000 1.925 5 833.000 97.750 1.575 6 806.500 100.750 1.475 7 785.000 95.250 1.750 8 784.750 100.500 1.625 9 820.750 95.000 1.475 10 829.000 103.250 1.475 11 784.500 98.000 1.675 SE mean = 48.166 0.653 0.102 SE difference = 68.117 0.923 0.144 LSD at 5% = 139.114 1.885 0.295 Grand mean = 810.682 98.568 1.609 Exp. error CV% = 11.883 1.325 12.686 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 0.719 16.019 1.791 Prob >= F-value = 0.700267 0.000000 0.105801 Residual MS = 9279.889 1.705 0.042 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 810.682 99.207 1.605 2 810.682 96.629 1.572 3 810.682 97.098 1.605 4 810.682 100.848 1.749 5 810.682 97.801 1.594 6 810.682 100.614 1.550 7 810.682 95.457 1.671 8 810.682 100.379 1.616 9 810.682 95.223 1.550 10 810.682 102.958 1.550 11 810.682 98.035 1.638 SE(BLUP) 14.003 0.634 0.072 SED(BLUPs) 0.021 0.894 0.096 Heritability: GYld DFLR HSW h2(bs-plot) = 0.000 0.790 0.165 SE h2(bs-plot) = 0.000 0.091 0.161 h2(bs-mean) = 0.000 0.938 0.442 SE h2(bs-mean) = 0.000 0.032 0.288 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 0.000 5.126 7.735 10 0.000 4.361 6.581 20 0.000 3.479 5.249 ............................................................... Trial = 6 ************************ Means ********************* Treatment GYld DFLR HSW 1 796.750 90.000 1.550 2 1269.500 84.500 1.675 3 1050.000 86.500 1.500 4 1076.500 88.500 1.600 5 889.250 85.750 1.450 6 1366.750 87.000 1.825 7 899.750 88.750 1.675 8 1309.500 87.000 1.550 9 1537.250 86.000 1.725 10 1314.250 89.500 1.575 11 1213.500 88.750 1.575 SE mean = 99.433 1.120 0.047 SE difference = 140.619 1.584 0.067 LSD at 5% = 287.183 3.235 0.136 Grand mean = 1156.636 87.477 1.609 Exp. error CV% = 17.193 2.561 5.851 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 5.441 2.406 5.205 Prob >= F-value = 0.000140 0.030837 0.000203 Residual MS = 39547.532 5.018 0.009 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 862.888 88.951 1.561 2 1248.759 85.738 1.662 3 1069.597 86.906 1.521 4 1091.227 88.075 1.602 5 938.389 86.468 1.481 6 1328.137 87.198 1.784 7 946.959 88.221 1.662 8 1281.408 87.198 1.561 9 1467.303 86.614 1.703 10 1285.285 88.659 1.582 11 1203.050 88.221 1.582 SE(BLUP) 90.748 0.883 0.043 SED(BLUPs) 127.043 1.211 0.060 Heritability: GYld DFLR HSW h2(bs-plot) = 0.526 0.260 0.512 SE h2(bs-plot) = 0.158 0.170 0.160 h2(bs-mean) = 0.816 0.584 0.808 SE h2(bs-mean) = 0.095 0.215 0.099 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 33.763 2.394 11.122 10 28.726 2.037 9.463 20 22.912 1.624 7.548 ............................................................... Trial = 7 ************************ Means ********************* Treatment GYld DFLR HSW 1 1276.250 80.250 1.600 2 1159.500 81.500 1.525 3 1163.250 81.250 1.650 4 1320.250 83.000 1.750 5 1317.750 83.250 1.625 6 1262.250 82.500 1.600 7 1357.500 80.500 1.650 8 1161.500 82.250 1.575 9 1120.250 83.500 1.575 10 1332.500 85.250 1.575 11 1429.750 80.750 1.600 SE mean = 89.131 1.788 0.042 SE difference = 126.051 2.529 0.059 LSD at 5% = 257.430 5.165 0.121 Grand mean = 1263.705 82.182 1.611 Exp. error CV% = 14.106 4.352 5.198 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 1.251 0.720 1.950 Prob >= F-value = 0.301037 0.699857 0.076923 Residual MS = 31777.603 12.792 0.007 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 1266.219 82.182 1.606 2 1242.823 82.182 1.569 3 1243.574 82.182 1.630 4 1275.036 82.182 1.679 5 1274.535 82.182 1.618 6 1263.413 82.182 1.606 7 1282.501 82.182 1.630 8 1243.223 82.182 1.594 9 1234.957 82.182 1.594 10 1277.491 82.182 1.594 11 1296.979 82.182 1.606 SE(BLUP) 46.578 0.520 0.031 SED(BLUPs) 56.427 0.001 0.041 Heritability: GYld DFLR HSW h2(bs-plot) = 0.059 0.000 0.192 SE h2(bs-plot) = 0.143 0.000 0.164 h2(bs-mean) = 0.200 0.000 0.487 SE h2(bs-mean) = 0.413 0.000 0.265 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 3.260 0.000 3.648 10 2.774 0.000 3.104 20 2.213 0.000 2.476 ............................................................... Trial = 8 ************************ Means ********************* Treatment GYld DFLR HSW 1 1524.750 94.250 1.950 2 1939.500 93.250 1.750 3 1879.750 92.750 1.900 4 1509.750 94.000 1.825 5 1573.500 92.500 1.850 6 1642.500 92.500 1.875 7 1658.250 98.000 1.850 8 1542.500 92.250 1.775 9 2060.250 98.250 1.725 10 1764.750 94.000 1.675 11 1700.750 92.000 1.750 SE mean = 119.471 1.796 0.047 SE difference = 168.957 2.540 0.066 LSD at 5% = 345.057 5.186 0.135 Grand mean = 1708.750 93.977 1.811 Exp. error CV% = 13.983 3.822 5.153 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 2.351 1.483 3.177 Prob >= F-value = 0.034404 0.194390 0.006844 Residual MS = 57093.239 12.898 0.009 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 1603.014 94.066 1.906 2 1841.351 93.741 1.769 3 1807.015 93.578 1.872 4 1594.395 93.985 1.821 5 1631.028 93.496 1.838 6 1670.679 93.496 1.855 7 1679.730 95.287 1.838 8 1613.214 93.415 1.786 9 1910.740 95.368 1.752 10 1740.930 93.985 1.718 11 1704.153 93.334 1.769 SE(BLUP) 93.563 1.117 0.039 SED(BLUPs) 128.079 1.449 0.055 Heritability: GYld DFLR HSW h2(bs-plot) = 0.252 0.108 0.352 SE h2(bs-plot) = 0.170 0.152 0.172 h2(bs-mean) = 0.575 0.325 0.685 SE h2(bs-mean) = 0.220 0.348 0.163 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 12.707 1.562 6.492 10 10.812 1.329 5.523 20 8.624 1.060 4.406 ............................................................... Trial = 9 ************************ Means ********************* Treatment GYld DFLR HSW 1 1645.000 105.750 1.425 2 1542.500 107.500 1.375 3 1622.750 105.500 1.475 4 1705.000 107.000 1.300 5 1434.000 107.500 1.400 6 1816.250 107.000 1.275 7 1642.500 106.250 1.250 8 1895.250 105.000 1.425 9 1724.000 102.250 1.375 10 1520.250 103.000 1.375 11 1962.750 104.000 1.425 SE mean = 143.830 0.910 0.062 SE difference = 203.406 1.287 0.087 LSD at 5% = 415.411 2.628 0.178 Grand mean = 1682.750 105.523 1.373 Exp. error CV% = 17.095 1.725 8.994 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 1.248 3.917 1.294 Prob >= F-value = 0.302483 0.001758 0.277808 Residual MS = 82748.123 3.312 0.015 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 1675.249 105.692 1.385 2 1654.880 106.995 1.373 3 1670.827 105.506 1.396 4 1687.171 106.623 1.356 5 1633.320 106.995 1.379 6 1709.278 106.623 1.351 7 1674.752 106.064 1.345 8 1724.977 105.133 1.385 9 1690.947 103.086 1.373 10 1650.459 103.644 1.373 11 1738.390 104.389 1.385 SE(BLUP) 74.952 0.797 0.034 SED(BLUPs) 90.673 1.111 0.042 Heritability: GYld DFLR HSW h2(bs-plot) = 0.058 0.422 0.069 SE h2(bs-plot) = 0.143 0.169 0.145 h2(bs-mean) = 0.199 0.745 0.227 SE h2(bs-mean) = 0.414 0.132 0.399 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 3.914 2.622 2.399 10 3.330 2.230 2.041 20 2.656 1.779 1.628 ............................................................... Trial = 10 ************************ Means ********************* Treatment GYld DFLR HSW 1 786.750 73.250 1.675 2 1491.500 72.250 1.625 3 1296.000 74.750 1.650 4 1281.000 73.500 1.700 5 943.500 72.000 1.625 6 1040.500 73.500 1.675 7 1151.750 70.250 1.700 8 1148.000 70.000 1.625 9 1482.750 70.000 1.600 10 970.500 70.500 1.750 11 1244.500 69.250 1.600 SE mean = 48.778 1.020 0.039 SE difference = 68.982 1.443 0.055 LSD at 5% = 140.880 2.946 0.111 Grand mean = 1166.977 71.750 1.657 Exp. error CV% = 8.360 2.843 4.657 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 20.611 3.256 1.519 Prob >= F-value = 0.000000 0.005903 0.181102 Residual MS = 9516.979 4.162 0.006 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 805.198 72.789 1.663 2 1475.755 72.096 1.646 3 1289.740 73.828 1.654 4 1275.468 72.962 1.672 5 954.342 71.923 1.646 6 1046.636 72.962 1.663 7 1152.489 70.711 1.672 8 1148.921 70.538 1.646 9 1467.430 70.538 1.637 10 980.033 70.884 1.689 11 1240.739 70.018 1.637 SE(BLUP) 47.690 0.866 0.024 SED(BLUPs) 67.288 1.201 0.032 Heritability: GYld DFLR HSW h2(bs-plot) = 0.831 0.361 0.115 SE h2(bs-plot) = 0.076 0.172 0.154 h2(bs-mean) = 0.951 0.693 0.342 SE h2(bs-mean) = 0.025 0.159 0.340 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 37.243 3.666 2.023 10 31.687 3.119 1.721 20 25.274 2.488 1.373 ............................................................... Trial = 11 ************************ Means ********************* Treatment GYld DFLR HSW 1 1360.000 71.500 1.625 2 1226.750 72.250 1.600 3 1175.750 71.500 1.675 4 1348.750 73.250 1.825 5 1366.500 73.500 1.700 6 1269.750 71.250 1.575 7 1446.750 72.500 1.675 8 1245.000 72.500 1.625 9 1120.750 72.750 1.550 10 1366.500 74.000 1.600 11 1522.000 71.000 1.625 SE mean = 92.218 1.989 0.049 SE difference = 130.416 2.813 0.069 LSD at 5% = 266.345 5.745 0.141 Grand mean = 1313.500 72.364 1.643 Exp. error CV% = 14.042 5.497 5.955 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 1.652 0.241 2.354 Prob >= F-value = 0.139476 0.989025 0.034169 Residual MS = 34016.692 15.824 0.010 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 1331.857 72.364 1.633 2 1279.254 72.364 1.618 3 1259.121 72.364 1.661 4 1327.415 72.364 1.748 5 1334.423 72.364 1.676 6 1296.229 72.364 1.604 7 1366.102 72.364 1.661 8 1286.459 72.364 1.633 9 1237.409 72.364 1.590 10 1334.423 72.364 1.618 11 1395.808 72.364 1.633 SE(BLUP) 61.847 0.540 0.038 SED(BLUPs) 81.941 0.001 0.052 Heritability: GYld DFLR HSW h2(bs-plot) = 0.140 0.000 0.253 SE h2(bs-plot) = 0.158 0.000 0.170 h2(bs-mean) = 0.395 0.000 0.575 SE h2(bs-mean) = 0.313 0.000 0.219 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 7.349 0.000 5.422 10 6.252 0.000 4.613 20 4.987 0.000 3.679 ............................................................... Trial = 12 ************************ Means ********************* Treatment GYld DFLR HSW 1 1562.250 77.250 1.275 2 1752.750 80.750 1.325 3 1565.000 79.500 1.350 4 1635.250 81.000 1.325 5 1666.500 77.250 1.325 6 1511.000 80.000 1.200 7 1457.250 80.500 1.225 8 1390.500 82.250 1.250 9 1392.750 81.500 1.225 10 1781.000 80.000 1.250 11 1372.500 78.000 1.250 SE mean = 112.562 1.413 0.057 SE difference = 159.186 1.998 0.081 LSD at 5% = 325.102 4.080 0.166 Grand mean = 1553.341 79.818 1.273 Exp. error CV% = 14.493 3.540 9.026 **** Statistics from ANOVA **** GYld DFLR HSW Treatment DF = 10 10 10 F-value = 1.637 1.410 0.775 Prob >= F-value = 0.143857 0.223437 0.651506 Residual MS = 50680.653 7.982 0.013 Residual DF = 30 30 30 *** In the context of Plant Breeding, Treatment may denote inbred lines or genotypes,where Best Linear Unbiased Predictors (BLUPs) and heritability in broad-sense may be estimated: Best Linear Unbiased Predictors (BLUPs): Genotype GYld DFLR HSW 1 1556.806 79.071 1.273 2 1630.906 80.089 1.273 3 1557.876 79.726 1.273 4 1585.201 80.162 1.273 5 1597.357 79.071 1.273 6 1536.871 79.871 1.273 7 1515.964 80.016 1.273 8 1490.000 80.525 1.273 9 1490.875 80.307 1.273 10 1641.894 79.871 1.273 11 1482.999 79.289 1.273 SE(BLUP) 75.048 0.842 0.017 SED(BLUPs) 99.281 1.077 0.000 Heritability: GYld DFLR HSW h2(bs-plot) = 0.137 0.093 0.000 SE h2(bs-plot) = 0.157 0.150 0.000 h2(bs-mean) = 0.389 0.291 0.000 SE h2(bs-mean) = 0.316 0.366 0.000 Selection intensity% <---- % Genetic gain: -----> GYld DFLR HSW 5 7.438 1.261 0.000 10 6.328 1.072 0.000 20 5.048 0.855 0.000 ...............................................................