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) : 1 / 9 / 2016 Time : 14 hr 48 min (Program codes updated: 15 December 2015, Amman, Jordan) Summary of the spatial analysis of the data from similar trials conducted in Randomised Complete Block Designs References: Sarker, A. and M. Singh (2015). Improving breeding efficiency through application of appropriate experimental designs and analysis models: a case of lentil (Lens culinaris Medikus subsp. culinaris) yield trials. Field Crops Res. 179:26-34 Singh, M., R. S. Malhotra, S. Ceccarelli, A. Sarker, S. Grando,and W. Erskine (2003). Spatial variability models to improve dryland field trials. Journal of Experimental Agriculture, 39:151-160. ********** Notations ************************************ ModelTitle = Rcb,RcAr,RcArAr, RcL,RcLAr,RcLArAr, RcCS,RcCSAr,RcCSArAr ModelNo = 1, 2, 3, 4, 5, 6, 7, 8, 9 (also BestModelNo) The texts in the ModelTitle stand for following features combined: Rcb/Rc = Randomized complete block design (also RCBD) Ar = First order auto-correlated (AR) errors along rows ArAr = First order auto-correlated (AR) errors along rows and along columns L = Linear trend along rows CS = random cubic smoothing spline in column numbers (linear trend along rows[across columns] included) Eff% = % Efficiency of the best model over the complete block design with independent errors Herit_plot = heritability in broad sense and plot basis Herit_mean = heritability in broad sense and mean basis Se_T = Standard error of T, where T = Herit_plot, Herit_mean Prob>Chi-square(Geno) = Probability of greater chi-square when genotypic effects are equal (for testing statistical significance of genotypic effects) DF = degrees of freedom SE = standard error Geno = Genotypes Sigma2(Residual)= Error-variance component Sigma2(Geno)= Genotypic -variance component GrandMn = Grand mean GainSelx% = % Genetic gain[advance] for the x%=5,10,20 selection intensity and heritability= Herit_mean BlueMn = Best linear unbiased estimate of (the genotype) mean BlupMn = Best linear unbiased predictor estimate (the genotype) mean SeBlueMn = Standard error of the BlueMn SeBLUP = Standard error of the BlupMn UnadMn = Unadjusted mean SeUnadMn = Standard error of the UnadMn under RCB design with independent errors Av.SE = Average standard error of genotype means/BLUEs/BLUPs Av.SED = Average standard error of difference between pairs of genotype effects Av.LSDa% = Average Least significant difference (LSD) at a%=5%, 1% level of significance CV% = Coefficient of variation ......................................................................................................... 1. Trials and parameters of the designs No. of similar trials = 2 No. of rows in each trial layout = 18 No. of columns in each trial layout = 40 No. of replications = 2 No. of genotypes = 360 No. of plots in each trial = 720 Variables analyzed : gy, by Best model searched from : Rcb,RcAr,RcArAr,RcL,RcLAr,RcLArAr,RcCS,RcCSAr,RcCSArAr Criterion for selecting best model : AIC1 where aic/bic(=sic): Akaike Information Coefficient/Bayesian(=Schwarz) Information Coefficient AIC1: Akaike information criterion expressed as deviance and using Singh et al. (2003) to select the best model. ......................................................................................................... 2. Trial-wise summary ......................................................................................................... ****** Genotypic variability and significance, and experimental error variability ***** Trial Variable BestModelNo. ModelTitle Eff% Herit_plot SE_Herit_plot Herit_mean SE_Herit_mean 4 gy 6 RcLArAr 124.47 0.521 0.037 0.685 0.032 a) Best model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RcLArAr 0 359.0 55351 4324 355.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) RcLArAr 59590 6550 54809 4153 713.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 648.69 64.24 54.66 43.60 c) RCB model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RCB 0 359.0 62692 4679 358.0 ***** Predicted means and standard errors ***** Genotype BlueMn SeBlueMn BlupMn SeBlupMn UnadMn SeUnadMn 1 1071.59 181.168 940.51 152.216 978.00 188.601 2 982.23 182.521 901.94 153.320 982.00 188.601 3 979.16 181.460 902.61 152.329 1044.00 188.601 4 705.81 181.955 672.81 152.814 745.50 188.601 5 1030.44 181.227 895.04 152.236 962.50 188.601 6 741.11 182.123 703.45 152.858 839.00 188.601 7 547.60 181.172 592.82 152.219 645.50 188.601 8 914.29 182.342 844.04 152.969 827.00 188.601 9 950.62 181.165 860.72 152.210 957.00 188.601 10 1169.27 181.146 1007.34 152.168 1171.50 188.601 11 781.27 181.405 758.23 152.258 831.50 188.601 12 942.94 181.227 869.61 152.243 865.50 188.601 13 815.84 181.165 766.15 152.212 831.00 188.601 14 660.96 181.144 636.24 152.205 657.00 188.601 15 621.16 181.144 626.83 152.166 591.50 188.601 16 780.60 181.202 737.09 152.228 911.00 188.601 17 986.18 181.505 889.26 152.307 1117.00 188.601 18 779.91 181.260 740.16 152.238 862.50 188.601 19 1092.28 182.150 932.56 152.656 1090.50 188.601 20 617.38 181.273 633.54 152.254 501.00 188.601 21 461.36 182.106 564.50 152.857 571.00 188.601 22 1031.04 181.935 907.13 152.793 995.00 188.601 23 1310.33 181.148 1122.32 152.200 1336.00 188.601 24 771.66 181.217 721.55 152.214 803.50 188.601 25 996.35 181.226 897.64 152.241 909.50 188.601 26 776.03 181.230 748.44 152.225 723.00 188.601 27 1016.63 181.234 907.37 152.227 1040.50 188.601 28 819.05 181.147 768.51 152.207 811.00 188.601 29 644.89 181.174 650.40 152.208 642.50 188.601 30 940.44 181.492 818.96 152.275 923.50 188.601 31 687.71 181.154 685.82 152.201 716.50 188.601 32 762.49 181.223 728.51 152.232 831.50 188.601 33 1008.49 181.226 876.11 152.237 975.00 188.601 34 801.34 183.041 758.39 153.065 811.00 188.601 35 796.69 183.062 733.28 153.283 881.00 188.601 36 803.25 181.370 757.51 152.293 780.00 188.601 37 1258.69 182.251 1079.81 152.689 1259.50 188.601 38 630.28 181.432 647.38 152.293 723.50 188.601 39 638.02 181.447 649.66 152.286 737.00 188.601 40 731.78 181.238 687.52 152.223 643.00 188.601 41 1054.16 181.314 958.35 152.282 1021.50 188.601 42 944.64 181.159 843.62 152.174 964.00 188.601 43 722.81 181.359 730.15 152.272 876.00 188.601 44 707.60 181.186 705.51 152.212 664.50 188.601 45 907.56 181.153 847.72 152.204 989.50 188.601 46 1107.74 182.573 977.39 152.812 998.50 188.601 47 841.92 181.141 752.98 152.200 773.00 188.601 48 952.69 181.443 836.95 152.318 844.00 188.601 49 691.56 181.166 665.05 152.201 618.50 188.601 50 583.25 181.162 612.57 152.203 561.50 188.601 51 848.84 181.196 817.62 152.229 897.50 188.601 52 989.96 181.466 885.93 152.320 916.00 188.601 53 970.91 181.153 871.83 152.207 1005.00 188.601 54 779.97 181.157 734.91 152.204 764.50 188.601 55 1039.43 182.260 926.18 152.698 1023.00 188.601 56 876.85 181.432 827.98 152.280 792.50 188.601 57 1136.77 181.350 978.54 152.273 1134.00 188.601 58 978.49 181.172 888.17 152.209 1032.50 188.601 59 1194.52 182.037 1016.17 152.795 1289.00 188.601 60 778.36 181.569 724.95 152.330 612.50 188.601 61 933.74 181.465 845.69 152.328 774.00 188.601 62 871.53 181.998 816.29 152.816 742.00 188.601 63 830.11 181.165 779.65 152.203 785.50 188.601 64 953.90 182.816 836.84 153.202 977.00 188.601 65 1096.44 181.296 965.57 152.253 1105.50 188.601 66 1116.63 181.264 1011.73 152.230 1062.00 188.601 67 553.09 181.445 578.83 152.335 373.00 188.601 68 916.61 181.165 828.85 152.183 850.00 188.601 69 608.64 181.344 641.25 152.265 576.50 188.601 70 353.43 181.147 466.87 152.181 416.50 188.601 71 896.34 181.807 811.53 152.749 934.50 188.601 72 741.31 181.155 755.87 152.211 688.50 188.601 73 657.80 181.199 689.70 152.222 771.00 188.601 74 749.70 182.545 707.84 153.336 814.50 188.601 75 1022.17 181.823 934.95 152.748 941.50 188.601 76 770.19 181.236 747.43 152.232 715.50 188.601 77 408.66 182.071 470.26 152.851 485.50 188.601 78 849.70 181.983 801.05 152.785 912.00 188.601 79 1051.68 181.836 960.75 152.759 1069.00 188.601 80 1090.46 181.952 944.41 152.806 1009.50 188.601 81 739.25 181.778 736.05 152.408 859.50 188.601 82 953.25 182.175 840.68 152.877 817.50 188.601 83 1059.67 181.169 951.78 152.214 1081.00 188.601 84 811.59 182.259 747.44 152.676 728.00 188.601 85 851.98 182.247 789.73 152.682 841.00 188.601 86 1038.65 181.152 892.82 152.204 977.50 188.601 87 766.71 181.170 717.11 152.211 871.50 188.601 88 446.61 181.257 499.56 152.264 345.00 188.601 89 784.98 181.347 746.24 152.279 965.00 188.601 90 909.47 181.168 797.98 152.203 998.50 188.601 91 104.55 181.193 254.17 152.224 204.00 188.601 92 498.34 181.176 534.31 152.213 450.00 188.601 93 237.22 181.458 391.15 152.321 57.50 188.601 94 446.74 181.644 524.10 152.393 355.00 188.601 95 175.59 181.177 307.92 152.205 217.50 188.601 96 16.33 181.963 213.40 152.790 4.50 188.601 97 412.37 181.216 447.15 152.225 320.00 188.601 98 286.93 181.144 358.54 152.202 218.50 188.601 99 137.68 181.229 252.98 152.157 5.00 188.601 100 467.46 181.219 502.66 152.228 461.50 188.601 101 73.24 182.129 267.37 152.648 63.50 188.601 102 326.24 181.188 395.56 152.219 237.50 188.601 103 273.16 181.167 369.74 152.214 281.50 188.601 104 152.48 181.385 291.40 152.288 138.50 188.601 105 138.83 182.007 242.82 152.822 28.50 188.601 106 641.94 182.386 629.52 152.729 601.00 188.601 107 694.72 182.439 700.62 153.012 570.00 188.601 108 433.05 181.457 464.71 152.289 540.00 188.601 109 109.03 181.147 272.61 152.198 186.50 188.601 110 215.48 181.865 332.13 152.770 165.00 188.601 111 561.89 182.675 557.00 153.065 544.50 188.601 112 371.86 181.162 442.28 152.206 370.00 188.601 113 493.78 181.160 523.74 152.209 580.00 188.601 114 193.13 181.269 304.93 152.242 13.00 188.601 115 239.59 181.290 357.91 152.262 329.00 188.601 116 779.71 182.817 721.66 152.888 686.50 188.601 117 411.90 181.866 473.94 152.764 418.50 188.601 118 193.31 181.405 344.36 152.307 368.50 188.601 119 671.00 181.768 643.79 152.737 589.50 188.601 120 205.00 181.296 351.77 152.251 208.00 188.601 121 261.53 181.191 363.60 152.215 300.00 188.601 122 687.20 181.444 672.13 152.280 719.00 188.601 123 177.94 181.309 336.57 152.258 277.00 188.601 124 473.25 181.857 516.55 152.764 474.50 188.601 125 141.95 181.406 275.10 152.240 223.50 188.601 126 19.93 181.894 207.18 152.784 161.50 188.601 127 437.22 181.323 505.32 152.265 550.00 188.601 128 -70.33 181.432 139.23 152.265 20.00 188.601 129 662.69 181.185 652.51 152.207 648.50 188.601 130 280.18 181.240 386.59 152.227 250.00 188.601 131 151.18 181.835 329.82 152.767 166.00 188.601 132 436.00 181.789 508.42 152.749 486.50 188.601 133 609.05 181.140 614.35 152.168 584.00 188.601 134 392.80 181.168 507.54 152.185 469.00 188.601 135 192.39 181.505 325.62 152.320 113.50 188.601 136 359.96 181.958 411.25 152.800 369.50 188.601 137 305.42 181.234 430.45 152.237 141.00 188.601 138 537.29 181.234 591.30 152.235 555.00 188.601 139 674.81 181.401 652.45 152.305 842.00 188.601 140 380.79 181.951 485.15 152.796 317.00 188.601 141 316.26 181.523 429.53 152.330 383.50 188.601 142 625.72 181.314 609.88 152.271 606.50 188.601 143 386.86 181.195 487.04 152.227 490.50 188.601 144 318.72 181.173 447.41 152.203 245.00 188.601 145 613.82 181.326 628.47 152.265 670.50 188.601 146 337.10 181.204 422.47 152.217 326.00 188.601 147 302.41 181.222 380.62 152.220 302.00 188.601 148 -18.14 181.309 215.41 152.271 152.00 188.601 149 6.12 181.246 194.53 152.236 173.00 188.601 150 185.78 181.318 326.52 152.280 54.00 188.601 151 -113.30 182.686 99.21 152.854 27.50 188.601 152 140.88 181.925 275.43 152.795 13.00 188.601 153 695.18 181.229 667.83 152.252 630.00 188.601 154 518.65 181.566 518.09 152.383 554.00 188.601 155 451.60 181.225 516.56 152.238 479.50 188.601 156 -46.69 181.174 173.60 152.212 18.00 188.601 157 427.00 182.597 512.95 152.765 514.50 188.601 158 249.60 182.356 350.65 152.732 227.50 188.601 159 430.99 181.177 496.55 152.184 431.00 188.601 160 651.19 181.445 650.22 152.314 794.00 188.601 161 312.77 181.482 384.21 152.320 210.00 188.601 162 244.79 182.514 363.37 152.801 359.50 188.601 163 235.44 181.389 332.07 152.280 143.00 188.601 164 86.06 181.110 244.49 152.169 82.50 188.601 165 870.04 181.799 798.35 152.717 847.00 188.601 166 329.29 182.314 427.46 152.732 488.00 188.601 167 121.80 182.431 274.33 152.737 3.00 188.601 168 252.46 182.012 381.66 152.820 283.50 188.601 169 149.07 181.179 309.33 152.207 142.50 188.601 170 662.52 181.209 679.83 152.224 634.00 188.601 171 346.55 182.580 404.32 153.331 363.50 188.601 172 -98.27 181.320 134.78 152.281 23.00 188.601 173 388.98 182.465 479.67 153.302 358.00 188.601 174 381.89 181.885 438.19 152.788 492.00 188.601 175 507.41 181.187 538.40 152.215 549.50 188.601 176 140.80 182.644 281.29 152.733 133.50 188.601 177 505.06 183.613 553.08 153.551 364.50 188.601 178 292.38 181.358 386.57 152.282 142.50 188.601 179 17.39 181.160 232.19 152.211 40.50 188.601 180 334.93 181.398 397.05 152.287 311.00 188.601 181 499.16 183.130 546.01 153.304 551.50 188.601 182 895.15 182.180 833.12 152.874 762.50 188.601 183 1027.67 181.145 917.48 152.201 1106.50 188.601 184 1208.90 182.087 1039.87 152.855 1054.00 188.601 185 972.13 182.443 878.29 152.992 1036.00 188.601 186 586.97 181.429 617.95 152.288 570.50 188.601 187 593.81 181.234 613.28 152.258 457.00 188.601 188 294.14 181.450 446.14 152.277 434.00 188.601 189 662.44 181.271 653.63 152.221 697.50 188.601 190 585.54 181.907 599.42 152.801 669.50 188.601 191 650.29 181.167 661.71 152.204 587.00 188.601 192 533.61 181.584 570.35 152.320 638.50 188.601 193 1034.50 182.012 951.79 152.506 1171.50 188.601 194 1235.91 182.004 1049.22 152.760 1206.50 188.601 195 574.15 181.652 606.17 152.352 571.00 188.601 196 682.04 181.216 663.38 152.223 723.00 188.601 197 816.94 182.444 759.01 152.780 964.50 188.601 198 921.23 181.428 858.73 152.260 946.50 188.601 199 553.61 181.377 580.91 152.255 541.50 188.601 200 718.78 181.515 675.94 152.346 761.50 188.601 201 591.78 181.158 613.44 152.198 499.00 188.601 202 474.77 181.971 523.79 152.828 588.50 188.601 203 624.31 181.498 639.05 152.330 719.00 188.601 204 937.84 181.878 835.38 152.771 911.50 188.601 205 433.88 182.071 500.61 152.864 611.00 188.601 206 868.01 181.869 814.31 152.466 961.00 188.601 207 543.73 181.742 572.94 152.412 617.00 188.601 208 1064.09 181.153 946.27 152.203 1051.00 188.601 209 830.76 181.313 759.38 152.264 935.50 188.601 210 418.13 182.212 498.08 152.686 477.50 188.601 211 468.53 181.197 531.82 152.221 524.50 188.601 212 575.72 181.179 594.86 152.215 612.00 188.601 213 1175.20 181.376 1038.74 152.258 1126.00 188.601 214 563.00 181.318 560.90 152.236 581.00 188.601 215 636.86 181.161 647.88 152.203 589.00 188.601 216 588.79 181.135 617.57 152.202 580.00 188.601 217 745.01 181.167 715.54 152.225 652.50 188.601 218 937.88 181.292 838.49 152.264 759.50 188.601 219 518.57 181.188 560.18 152.209 619.00 188.601 220 1192.47 181.352 1011.91 152.292 1095.00 188.601 221 892.44 182.043 813.90 152.839 909.50 188.601 222 784.57 181.251 752.31 152.227 888.50 188.601 223 989.19 181.599 911.12 152.286 1057.50 188.601 224 533.59 181.181 536.46 152.207 577.00 188.601 225 610.44 181.327 655.85 152.280 734.50 188.601 226 1110.48 183.261 968.02 153.371 1153.00 188.601 227 871.97 181.915 783.93 152.783 870.00 188.601 228 875.44 181.490 821.01 152.308 1046.00 188.601 229 695.20 181.906 675.76 152.774 593.50 188.601 230 645.78 181.825 649.77 152.751 611.00 188.601 231 853.25 181.655 784.48 152.389 778.50 188.601 232 760.13 181.221 700.07 152.212 803.00 188.601 233 818.27 182.363 780.86 152.951 759.50 188.601 234 899.49 181.215 826.45 152.225 864.00 188.601 235 889.75 182.107 810.03 152.643 893.50 188.601 236 805.60 181.197 778.19 152.214 838.00 188.601 237 680.43 181.842 658.06 152.753 686.00 188.601 238 671.56 181.183 666.99 152.207 717.50 188.601 239 784.01 181.699 769.14 152.378 806.50 188.601 240 594.70 181.231 613.53 152.233 460.50 188.601 241 550.78 181.292 601.65 152.244 561.00 188.601 242 1087.82 181.203 959.16 152.220 1135.50 188.601 243 695.90 182.100 683.29 152.640 606.50 188.601 244 790.44 181.144 743.45 152.201 875.00 188.601 245 898.04 181.200 788.17 152.208 818.50 188.601 246 544.37 181.149 559.28 152.201 552.00 188.601 247 618.67 181.918 633.18 152.807 764.50 188.601 248 447.20 181.359 508.24 152.273 403.50 188.601 249 514.42 182.018 550.04 152.846 416.00 188.601 250 674.36 181.161 684.99 152.205 787.00 188.601 251 584.50 181.139 616.07 152.201 657.50 188.601 252 1240.19 181.130 1093.46 152.198 1287.00 188.601 253 865.62 181.625 777.26 152.349 1041.50 188.601 254 806.28 181.711 743.32 152.393 898.50 188.601 255 639.32 181.213 673.26 152.227 599.00 188.601 256 565.41 182.131 577.40 152.885 457.00 188.601 257 947.98 181.169 858.33 152.210 924.50 188.601 258 781.12 182.040 729.69 152.840 712.50 188.601 259 868.79 180.979 787.47 152.111 918.00 188.601 260 721.41 181.291 703.93 152.248 683.50 188.601 261 979.35 181.330 903.22 152.256 984.00 188.601 262 442.87 181.189 500.61 152.210 359.00 188.601 263 1121.60 181.337 1013.15 152.217 1177.00 188.601 264 488.70 181.158 546.21 152.198 385.00 188.601 265 577.08 183.240 609.32 153.416 484.00 188.601 266 1166.28 182.595 1003.57 153.340 1112.00 188.601 267 1113.76 181.186 979.15 152.203 1033.50 188.601 268 895.74 181.272 829.99 152.231 1030.50 188.601 269 659.06 181.174 676.17 152.213 528.00 188.601 270 945.61 181.393 867.82 152.275 830.50 188.601 271 905.61 181.160 851.58 152.177 827.50 188.601 272 465.47 181.246 541.25 152.243 371.00 188.601 273 673.66 181.281 653.17 152.244 621.50 188.601 274 798.60 182.231 764.20 152.708 777.00 188.601 275 904.85 181.156 837.03 152.204 869.50 188.601 276 780.55 181.286 726.48 152.253 884.50 188.601 277 946.25 181.260 853.36 152.266 834.50 188.601 278 720.62 181.193 674.26 152.218 676.00 188.601 279 709.14 181.130 673.88 152.199 677.50 188.601 280 831.28 181.276 741.38 152.208 750.00 188.601 281 543.34 181.173 544.92 152.210 453.00 188.601 282 351.36 181.281 433.73 152.249 346.00 188.601 283 518.33 182.925 556.21 153.250 655.00 188.601 284 970.25 181.370 873.82 152.262 1030.00 188.601 285 1030.42 181.227 908.19 152.218 982.00 188.601 286 644.90 181.444 655.93 152.343 863.50 188.601 287 497.44 181.391 538.23 152.293 443.00 188.601 288 952.72 181.176 886.50 152.203 990.00 188.601 289 41.95 181.190 213.61 152.218 47.00 188.601 290 823.52 181.191 774.60 152.210 828.00 188.601 291 631.93 181.166 650.57 152.207 702.00 188.601 292 399.24 181.473 485.47 152.276 289.50 188.601 293 976.21 181.557 871.61 152.334 888.50 188.601 294 536.56 181.875 579.66 152.790 555.00 188.601 295 519.80 181.158 570.37 152.202 446.00 188.601 296 1138.64 181.391 1016.73 152.285 1105.00 188.601 297 1163.89 181.177 1018.30 152.224 1155.50 188.601 298 449.62 181.477 527.69 152.342 319.00 188.601 299 680.33 182.092 703.43 152.637 734.00 188.601 300 607.97 181.895 634.49 152.786 604.00 188.601 301 623.48 181.942 638.85 152.804 668.00 188.601 302 623.55 181.823 598.57 152.722 570.00 188.601 303 527.75 182.504 557.04 152.770 358.50 188.601 304 727.96 182.226 702.50 152.680 729.00 188.601 305 580.53 181.734 625.82 152.371 530.00 188.601 306 459.58 182.800 520.41 152.849 534.00 188.601 307 646.98 181.178 674.56 152.214 694.50 188.601 308 275.64 181.941 371.38 152.799 274.50 188.601 309 704.10 181.150 676.97 152.204 631.00 188.601 310 553.89 181.396 564.51 152.293 589.50 188.601 311 796.10 181.365 802.75 152.287 922.00 188.601 312 548.26 182.497 575.46 152.836 504.50 188.601 313 379.39 182.379 449.29 152.947 196.00 188.601 314 815.13 181.283 766.49 152.256 847.00 188.601 315 1053.72 182.153 912.63 152.897 999.50 188.601 316 523.36 181.150 565.91 152.173 593.50 188.601 317 357.65 181.132 454.88 152.196 311.50 188.601 318 595.53 181.325 627.81 152.260 462.50 188.601 319 1151.73 182.142 979.54 152.654 1248.00 188.601 320 585.99 181.410 591.58 152.251 600.00 188.601 321 571.46 181.428 593.24 152.325 701.00 188.601 322 723.39 181.819 728.62 152.750 666.50 188.601 323 613.70 181.172 608.12 152.210 518.50 188.601 324 626.75 181.162 633.15 152.203 519.50 188.601 325 695.23 181.504 673.00 152.322 688.50 188.601 326 464.50 181.821 503.69 152.752 497.00 188.601 327 666.80 181.203 667.13 152.223 723.00 188.601 328 718.15 181.304 715.77 152.268 875.50 188.601 329 866.65 181.838 782.06 152.757 690.50 188.601 330 493.44 181.114 518.18 152.196 554.00 188.601 331 284.11 181.124 384.27 152.192 226.50 188.601 332 736.44 181.204 739.13 152.219 783.00 188.601 333 1046.73 181.133 920.51 152.201 1060.50 188.601 334 233.41 181.181 374.22 152.213 343.50 188.601 335 1121.19 181.445 967.74 152.299 1008.00 188.601 336 644.86 181.181 620.62 152.206 613.50 188.601 337 470.68 182.119 509.11 152.849 418.50 188.601 338 547.56 181.194 593.04 152.209 678.50 188.601 339 333.13 181.317 465.49 152.236 322.50 188.601 340 974.05 182.011 901.22 152.790 1074.00 188.601 341 773.29 181.752 785.44 152.380 774.50 188.601 342 851.14 181.282 821.10 152.262 832.50 188.601 343 665.45 181.256 654.34 152.223 714.50 188.601 344 517.78 181.315 539.75 152.251 431.50 188.601 345 299.12 181.799 383.68 152.718 227.00 188.601 346 478.50 181.944 546.19 152.795 547.00 188.601 347 355.87 181.421 451.53 152.259 415.00 188.601 348 586.98 181.233 626.95 152.190 602.00 188.601 349 844.51 181.300 765.52 152.262 769.50 188.601 350 756.97 181.145 725.43 152.200 756.00 188.601 351 639.50 182.117 620.07 152.645 595.00 188.601 352 712.04 182.690 684.66 152.743 658.50 188.601 353 276.16 181.510 379.88 152.289 174.00 188.601 354 704.41 181.550 689.92 152.313 752.50 188.601 355 521.74 181.333 559.56 152.288 643.00 188.601 356 635.74 182.085 656.53 152.630 649.00 188.601 357 687.34 181.162 675.37 152.203 717.50 188.601 358 695.65 181.221 675.60 152.232 786.00 188.601 359 545.84 182.285 596.32 152.706 502.00 188.601 360 512.11 181.166 526.15 152.186 268.50 188.601 Av.SE = 181.563 152.426 188.601 Av.SED = 224.429 187.031 250.383 Av.LSD5%: 441.378 367.828 492.407 Av.LSD1%: 581.215 484.364 648.400 CV% = 36.27 36.09 38.60 ......................................................................................................... ****** Genotypic variability and significance, and experimental error variability ***** Trial Variable BestModelNo. ModelTitle Eff% Herit_plot SE_Herit_plot Herit_mean SE_Herit_mean 4 by 3 RcArAr 126.21 0.138 0.043 0.243 0.066 a) Best model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RcArAr 0 359.0 1435353 117959 356.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) RcArAr 213680 67774 1332199 96714 714.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 4152.78 11.32 9.63 7.68 c) RCB model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RCB 0.002227 359.0 1392033 103756 358.0 ***** Predicted means and standard errors ***** Genotype BlueMn SeBlueMn BlupMn SeBlupMn UnadMn SeUnadMn 1 4896.98 741.915 4332.52 396.060 4204.50 834.276 2 4895.14 765.290 4312.58 397.804 5962.50 834.276 3 5384.14 742.427 4497.38 396.068 5802.50 834.276 4 3863.81 753.859 4144.56 396.918 4070.50 834.276 5 4115.66 743.195 4150.57 396.056 4003.50 834.276 6 4090.20 753.517 4165.95 396.930 3932.50 834.276 7 4317.70 742.144 4137.09 396.067 3940.50 834.276 8 4253.31 753.697 4229.35 396.933 4275.50 834.276 9 3778.19 742.375 4099.43 396.066 3669.00 834.276 10 4898.40 742.436 4317.61 395.973 4469.00 834.276 11 4889.67 746.955 4301.03 396.071 4736.00 834.276 12 4445.26 741.942 4201.73 396.059 3399.50 834.276 13 4329.56 742.795 4104.78 396.058 3871.00 834.276 14 4047.37 741.982 4200.34 396.065 3994.00 834.276 15 4378.37 742.171 4208.88 395.991 3529.00 834.276 16 3391.18 742.558 4057.54 396.065 3730.00 834.276 17 4275.55 746.522 4112.41 396.080 3804.50 834.276 18 3053.02 744.243 3888.95 396.072 3665.50 834.276 19 5503.76 753.400 4516.79 397.750 4604.50 834.276 20 4111.07 742.417 4225.19 396.064 3267.00 834.276 21 4116.06 753.651 4140.62 396.932 4070.00 834.276 22 5034.63 757.425 4246.79 396.932 4863.00 834.276 23 4475.85 742.481 4245.11 396.061 5072.00 834.276 24 3592.19 743.578 3941.23 396.057 3336.50 834.276 25 3755.42 742.117 4188.71 396.064 3730.50 834.276 26 4495.88 743.321 4257.56 396.061 3668.00 834.276 27 4976.65 742.578 4489.80 396.053 4937.00 834.276 28 4060.59 742.148 4091.61 396.058 3201.50 834.276 29 3280.56 743.293 3988.09 396.062 3464.50 834.276 30 5837.28 748.867 4734.57 396.094 6200.00 834.276 31 4553.33 742.556 4446.88 396.056 5397.00 834.276 32 4586.22 742.680 4188.04 396.055 4131.00 834.276 33 3641.24 741.840 4034.26 396.057 3796.00 834.276 34 3972.45 763.820 4098.01 399.479 3677.50 834.276 35 4329.61 767.517 4125.60 398.653 3597.00 834.276 36 5230.98 742.719 4389.50 396.050 4471.50 834.276 37 4850.14 753.902 4413.86 397.757 4868.00 834.276 38 3440.78 741.551 4093.15 395.986 3259.50 834.276 39 4477.69 741.745 4285.08 395.961 4458.00 834.276 40 3805.70 742.678 4013.39 396.056 3532.00 834.276 41 4673.48 741.915 4272.36 396.065 4405.00 834.276 42 3764.53 742.756 4118.55 395.968 4401.00 834.276 43 3570.57 742.826 4026.15 396.058 4869.50 834.276 44 3252.91 742.642 4095.57 396.051 3801.50 834.276 45 4129.69 742.379 4175.68 396.059 4429.50 834.276 46 4055.13 752.766 4058.44 397.753 3594.00 834.276 47 4762.41 741.774 4356.22 396.053 4126.50 834.276 48 3817.39 743.648 4116.10 396.060 3736.00 834.276 49 3902.85 742.872 4029.71 396.055 3195.50 834.276 50 4091.99 742.556 4141.30 396.065 3802.00 834.276 51 4147.14 742.098 4110.20 396.065 4129.00 834.276 52 5092.17 743.322 4261.41 396.070 4930.00 834.276 53 5072.73 741.555 4381.67 396.059 4935.50 834.276 54 4231.27 742.599 4197.80 396.059 4197.00 834.276 55 3943.80 752.685 4083.30 397.750 3466.50 834.276 56 4863.71 745.070 4304.77 396.007 4133.00 834.276 57 4888.57 742.820 4324.78 396.055 4207.50 834.276 58 5363.94 742.343 4635.08 396.054 5599.50 834.276 59 5443.00 757.108 4517.77 396.940 5736.50 834.276 60 4322.14 743.295 4212.85 395.973 3464.50 834.276 61 5656.69 742.202 4396.08 396.055 5526.50 834.276 62 4398.94 754.036 4149.59 396.927 4263.00 834.276 63 4129.65 742.839 4136.20 396.052 3340.00 834.276 64 4136.46 765.080 4100.56 398.554 4063.00 834.276 65 4279.44 745.707 4198.62 396.068 3935.50 834.276 66 4342.02 742.201 4206.01 396.056 3546.00 834.276 67 3867.72 743.471 4092.77 396.065 3467.00 834.276 68 4040.61 741.871 4162.68 396.000 4134.50 834.276 69 3916.60 746.626 4068.43 396.060 4124.00 834.276 70 4509.24 741.032 4270.42 395.977 4674.50 834.276 71 3989.39 753.757 4155.86 396.928 4000.00 834.276 72 3614.93 741.603 3998.89 396.062 3329.50 834.276 73 3775.95 741.904 3916.95 396.062 3803.00 834.276 74 5181.72 765.469 4427.40 397.808 5736.50 834.276 75 4442.73 753.808 4220.93 396.931 3668.00 834.276 76 4857.74 742.107 4418.89 396.059 5206.50 834.276 77 4580.13 753.603 4307.13 396.925 4895.50 834.276 78 5454.97 756.807 4528.93 396.935 4800.00 834.276 79 4648.46 753.631 4271.85 396.926 4801.50 834.276 80 5123.98 753.611 4401.05 396.933 5430.00 834.276 81 3516.94 745.887 4046.07 396.073 3468.50 834.276 82 4295.76 753.653 4202.03 396.929 3935.50 834.276 83 3885.91 742.039 4077.35 396.054 3936.00 834.276 84 4148.44 753.884 4203.95 397.758 3601.50 834.276 85 4080.90 756.225 4251.14 397.765 4194.00 834.276 86 4872.86 742.606 4429.45 396.060 4798.50 834.276 87 3477.96 741.390 4003.39 396.057 3533.00 834.276 88 4589.34 742.567 4299.91 396.061 4528.00 834.276 89 4030.93 744.839 4041.11 396.070 3936.50 834.276 90 4246.58 742.739 4184.29 396.061 4803.00 834.276 91 4100.45 742.089 4240.40 396.060 4737.00 834.276 92 3146.55 742.677 3843.23 396.058 2860.00 834.276 93 5562.86 741.674 4549.62 396.062 4395.50 834.276 94 3494.92 743.438 4076.37 396.055 3466.00 834.276 95 3954.14 743.105 4125.09 396.067 3603.00 834.276 96 5444.74 756.916 4481.19 396.943 5669.00 834.276 97 5952.83 742.580 4606.90 396.061 5665.50 834.276 98 7418.30 741.940 5021.82 396.056 6528.00 834.276 99 5343.57 743.297 4416.89 395.878 5399.00 834.276 100 5370.58 742.843 4552.66 396.057 5066.00 834.276 101 5367.20 752.618 4417.18 397.760 4865.50 834.276 102 3957.25 742.238 4096.67 396.060 3621.00 834.276 103 4388.85 741.936 4259.38 396.061 4334.00 834.276 104 5895.13 742.717 4644.04 396.064 5793.50 834.276 105 5916.16 753.008 4549.86 396.923 5929.00 834.276 106 4063.61 761.007 4094.24 397.760 3330.00 834.276 107 4416.73 753.520 4339.00 396.933 4408.00 834.276 108 4989.86 745.524 4405.38 396.073 5064.00 834.276 109 4299.98 741.187 4196.28 396.054 4801.50 834.276 110 5019.18 753.817 4406.14 396.924 5329.00 834.276 111 7144.53 755.191 5014.86 396.931 7591.00 834.276 112 5004.17 742.294 4430.59 396.063 4732.50 834.276 113 3557.45 741.978 4004.82 396.058 3205.00 834.276 114 4899.07 742.504 4292.28 396.061 4007.50 834.276 115 6024.51 742.350 4603.48 396.065 6393.50 834.276 116 4366.52 757.363 4258.75 397.774 4464.50 834.276 117 4228.56 754.394 4205.04 396.929 4333.00 834.276 118 5026.13 743.081 4347.51 396.055 4804.00 834.276 119 3512.81 752.547 4013.06 396.922 3331.50 834.276 120 5183.35 743.676 4431.48 396.055 4866.50 834.276 121 6131.03 743.016 4780.70 396.057 5999.50 834.276 122 3273.32 749.203 3907.30 396.090 4205.50 834.276 123 4834.32 742.160 4406.62 396.056 5470.00 834.276 124 5093.18 754.270 4396.26 396.929 4602.50 834.276 125 3937.79 745.379 4133.26 396.009 4196.50 834.276 126 7705.82 753.508 5286.78 396.934 8532.00 834.276 127 2905.68 742.839 3767.70 396.054 3260.50 834.276 128 5216.78 744.609 4463.31 396.080 5403.50 834.276 129 3374.02 743.459 3948.30 396.052 2938.50 834.276 130 5023.18 742.100 4448.66 396.067 4999.50 834.276 131 5444.49 753.276 4536.01 396.933 5999.00 834.276 132 3988.89 753.380 4187.25 396.925 4399.50 834.276 133 3859.07 742.307 4094.71 395.992 3805.50 834.276 134 3192.60 741.419 3910.69 395.970 3201.50 834.276 135 4046.12 742.780 4188.46 396.052 4197.50 834.276 136 7170.26 754.048 4979.81 396.918 7213.00 834.276 137 4095.12 741.976 4096.82 396.062 3799.50 834.276 138 3270.24 743.218 3964.21 396.061 4138.00 834.276 139 3079.03 743.714 4000.77 396.075 3465.50 834.276 140 7308.64 757.746 5191.16 396.945 7067.00 834.276 141 5239.34 745.256 4402.66 396.078 5199.00 834.276 142 4479.34 742.446 4096.94 396.051 4203.00 834.276 143 3748.16 742.882 3975.96 396.057 3868.00 834.276 144 3717.35 741.721 4125.42 396.053 3466.50 834.276 145 4038.25 742.715 4178.81 396.052 3733.00 834.276 146 3302.36 742.303 3920.61 396.074 2726.50 834.276 147 4062.49 742.886 4194.28 396.057 3794.00 834.276 148 4065.43 743.090 4081.45 396.057 3859.50 834.276 149 6621.97 743.059 4877.42 396.061 6794.50 834.276 150 2016.41 742.186 3538.14 396.062 1465.00 834.276 151 2370.03 753.125 3678.35 397.753 2469.00 834.276 152 2230.15 754.210 3643.37 396.930 1932.50 834.276 153 4204.29 741.126 4176.05 396.060 4669.00 834.276 154 4941.44 742.045 4431.77 396.062 5199.50 834.276 155 3704.57 741.347 4072.38 396.059 4000.00 834.276 156 3994.94 741.899 4120.80 396.060 4263.50 834.276 157 3938.38 752.089 4125.78 397.604 3929.50 834.276 158 2426.19 751.886 3714.05 397.756 2261.50 834.276 159 4240.19 742.676 4156.32 395.974 4131.50 834.276 160 4190.72 742.539 4086.08 396.062 4397.50 834.276 161 2936.11 742.442 3779.74 396.060 3003.50 834.276 162 7603.85 753.068 5090.00 397.765 7336.50 834.276 163 3119.36 746.264 3857.59 396.078 3067.00 834.276 164 6285.07 740.820 4870.66 395.986 6670.50 834.276 165 4441.50 753.289 4315.36 396.846 4803.00 834.276 166 3494.47 753.095 3921.51 397.757 3465.00 834.276 167 5394.43 756.431 4551.47 397.763 5463.50 834.276 168 4701.73 754.242 4324.95 396.931 4797.50 834.276 169 3492.54 743.763 4075.92 396.061 3667.00 834.276 170 4215.32 743.423 4039.97 396.060 3669.50 834.276 171 3875.48 765.902 4093.79 397.804 3868.50 834.276 172 4461.58 743.053 4338.45 396.057 4737.50 834.276 173 3968.59 765.037 4069.77 397.810 4665.50 834.276 174 3276.23 753.422 3927.50 396.929 4130.00 834.276 175 2102.40 742.074 3719.80 396.064 2662.50 834.276 176 6540.01 761.670 4876.91 396.492 6605.00 834.276 177 6567.76 765.138 4822.69 398.558 6930.50 834.276 178 3312.44 743.270 3910.10 396.055 3324.50 834.276 179 4580.31 741.374 4265.02 396.065 4262.00 834.276 180 4234.73 748.084 4214.78 396.089 4071.50 834.276 181 3499.91 771.694 4006.18 398.575 3056.50 834.276 182 5064.17 752.450 4370.59 396.833 5196.50 834.276 183 3649.13 742.229 4123.85 396.058 4063.50 834.276 184 5134.72 755.326 4296.14 396.921 4199.50 834.276 185 4347.51 754.409 4276.55 396.932 4798.50 834.276 186 3866.51 742.600 4088.14 396.055 3542.00 834.276 187 4748.17 741.866 4221.01 396.060 4470.00 834.276 188 2629.99 741.893 3730.96 395.971 3272.50 834.276 189 3490.95 744.994 3995.32 395.983 3734.00 834.276 190 3162.41 752.939 3987.75 396.932 3731.50 834.276 191 3705.01 742.888 4027.09 396.053 3337.00 834.276 192 3176.78 746.617 3917.52 396.078 3670.50 834.276 193 4996.00 742.638 4485.69 396.056 4942.00 834.276 194 4513.07 756.372 4252.60 396.851 4868.50 834.276 195 3684.04 742.344 4094.54 395.966 3869.50 834.276 196 3848.94 742.020 4147.27 396.054 4528.00 834.276 197 3817.04 753.488 4005.32 397.763 3800.00 834.276 198 3645.30 746.519 3982.33 396.074 3739.00 834.276 199 3395.49 746.080 3959.58 396.080 3533.50 834.276 200 4987.73 745.676 4335.57 396.070 4396.00 834.276 201 3905.12 742.894 4089.39 396.054 3599.00 834.276 202 3850.44 754.780 4019.44 396.926 4324.50 834.276 203 3230.81 743.406 3871.21 396.058 2933.00 834.276 204 4001.43 753.648 4160.01 396.923 4673.00 834.276 205 3280.40 755.527 3948.96 396.920 4598.50 834.276 206 3468.47 743.029 3992.39 396.070 3665.00 834.276 207 4125.86 742.884 4193.94 396.063 4194.50 834.276 208 4918.12 742.230 4399.27 396.069 4467.50 834.276 209 4217.29 742.818 4104.89 396.055 4137.00 834.276 210 3233.83 752.049 3917.47 397.748 3465.50 834.276 211 2873.99 742.204 3989.69 396.069 3668.00 834.276 212 2111.62 741.867 3713.86 396.059 2941.00 834.276 213 4676.57 745.374 4351.20 396.071 4326.50 834.276 214 3243.11 745.000 3981.92 396.067 3328.50 834.276 215 4097.35 742.518 3989.73 396.065 3461.50 834.276 216 3327.35 741.712 3828.45 396.062 3132.00 834.276 217 3093.06 741.928 3904.49 396.062 3197.50 834.276 218 4199.71 742.110 4129.59 396.066 3612.50 834.276 219 3984.05 742.790 4024.57 396.051 4203.50 834.276 220 4682.31 742.619 4265.67 396.059 4800.00 834.276 221 4096.69 753.418 4196.74 396.928 3940.00 834.276 222 3539.19 743.111 4008.16 396.078 3801.50 834.276 223 3951.18 749.408 4134.08 396.014 4204.50 834.276 224 2610.18 742.957 3735.76 396.053 2737.50 834.276 225 3302.20 742.958 4014.34 396.048 3599.00 834.276 226 4697.30 764.246 4296.22 398.644 4198.00 834.276 227 3814.67 754.201 3958.33 396.927 3398.00 834.276 228 4443.95 745.276 4339.16 396.077 5269.00 834.276 229 3740.86 755.102 3941.35 396.916 3007.00 834.276 230 4394.50 753.678 4287.95 396.934 4268.00 834.276 231 3869.32 743.185 4156.61 396.058 4061.00 834.276 232 3450.38 743.728 3908.40 396.054 3606.50 834.276 233 3384.98 754.554 3941.25 396.935 4066.50 834.276 234 4013.70 742.210 4035.18 396.053 3859.50 834.276 235 3519.62 752.629 3980.62 397.755 3331.50 834.276 236 2366.27 743.864 3807.41 396.053 3270.00 834.276 237 3980.00 754.977 4065.52 396.925 3737.00 834.276 238 3334.24 743.358 4004.98 396.060 4173.00 834.276 239 3036.25 744.953 3878.38 396.082 3726.50 834.276 240 4511.47 742.974 4231.13 396.057 3395.00 834.276 241 3316.46 745.478 3945.33 396.074 3730.50 834.276 242 4376.31 743.259 4243.47 396.061 4130.00 834.276 243 3874.51 752.275 4076.97 397.751 3263.00 834.276 244 3343.37 741.433 3979.14 396.049 3402.50 834.276 245 4706.91 743.791 4219.72 396.057 3673.50 834.276 246 3592.97 742.316 3972.68 396.064 3326.00 834.276 247 3860.49 753.675 4142.21 396.929 3866.00 834.276 248 3069.65 743.006 3874.26 396.056 2995.50 834.276 249 2869.70 753.260 3818.50 396.932 3334.00 834.276 250 3393.29 742.830 3948.81 396.054 4132.50 834.276 251 2897.75 742.421 3860.06 396.068 3463.50 834.276 252 3438.68 741.793 3988.82 396.059 3741.00 834.276 253 4299.47 745.424 4208.88 396.076 4594.00 834.276 254 4789.48 741.943 4233.45 396.053 4736.50 834.276 255 3775.40 742.411 4118.33 396.063 3865.50 834.276 256 4255.99 753.634 4276.23 396.930 4604.00 834.276 257 5209.82 743.326 4499.94 396.061 5136.50 834.276 258 3775.57 753.233 4058.64 396.934 3735.50 834.276 259 4882.15 738.661 4405.23 395.860 5401.50 834.276 260 4302.15 743.010 4180.67 396.067 3935.00 834.276 261 4394.21 743.370 4227.33 396.066 4340.50 834.276 262 3148.30 744.073 3890.14 396.066 3191.50 834.276 263 3487.01 742.978 4025.44 395.999 4400.50 834.276 264 3935.92 742.963 4018.41 396.052 3598.50 834.276 265 4339.86 775.122 4184.17 397.257 4598.00 834.276 266 4373.40 764.589 4289.27 397.795 4400.50 834.276 267 5495.06 743.672 4284.74 396.046 5008.00 834.276 268 3858.43 742.811 4189.71 396.054 4200.00 834.276 269 3407.30 741.944 4082.43 396.058 3807.00 834.276 270 3939.65 745.296 4043.11 396.079 3467.00 834.276 271 3520.51 742.106 3989.15 395.973 4265.50 834.276 272 5082.90 742.708 4423.65 396.064 4533.50 834.276 273 4487.15 745.872 4327.44 396.064 4528.00 834.276 274 4174.83 752.687 4276.10 397.757 4443.50 834.276 275 4441.85 742.430 4173.77 396.056 3927.50 834.276 276 3469.98 742.590 3963.75 396.067 3935.00 834.276 277 4167.08 741.814 4168.25 396.061 3869.50 834.276 278 3278.34 742.033 3906.89 396.067 3068.00 834.276 279 3896.89 741.706 4131.18 396.059 4196.50 834.276 280 4911.04 741.706 4274.77 395.965 4393.50 834.276 281 4363.53 742.188 4246.30 396.058 4206.50 834.276 282 2846.93 746.331 3765.16 396.068 2603.00 834.276 283 5664.53 764.254 4584.84 398.547 6171.00 834.276 284 4523.09 745.511 4149.84 396.061 3796.50 834.276 285 4120.16 742.884 4118.01 396.060 3473.50 834.276 286 3292.50 742.735 3952.21 396.057 3734.00 834.276 287 3912.87 744.377 4189.58 396.061 4064.00 834.276 288 4774.64 742.707 4201.69 396.054 4469.50 834.276 289 3428.57 743.309 3915.75 396.059 3396.50 834.276 290 4050.12 743.606 4094.21 396.066 4058.50 834.276 291 5662.11 743.332 4569.28 396.065 5933.00 834.276 292 4014.86 743.297 3953.55 395.990 3333.50 834.276 293 4546.79 741.743 4259.00 396.058 5261.00 834.276 294 3134.96 753.202 3923.57 396.927 3470.50 834.276 295 3628.68 742.463 4016.70 396.061 2936.50 834.276 296 4860.58 742.582 4331.59 396.051 4403.00 834.276 297 4359.71 741.759 4216.49 396.072 4268.50 834.276 298 4478.96 743.424 4277.02 396.055 4201.00 834.276 299 3981.30 752.580 4202.43 397.760 3535.00 834.276 300 4356.74 752.939 4146.39 396.933 3929.50 834.276 301 4186.98 753.412 4128.29 396.921 4266.00 834.276 302 4534.15 753.484 4167.22 396.840 4861.00 834.276 303 3190.90 752.345 3875.23 397.671 2465.00 834.276 304 4395.96 756.502 4190.58 397.761 4071.50 834.276 305 4721.24 747.038 4297.04 396.089 4601.50 834.276 306 3569.77 755.062 4021.73 397.707 3334.00 834.276 307 3866.07 742.036 4159.02 396.057 3994.00 834.276 308 3423.68 752.845 3946.66 396.929 3404.00 834.276 309 3482.12 742.293 3917.03 396.066 2595.00 834.276 310 4067.84 742.797 4189.87 396.061 4263.50 834.276 311 4411.70 742.701 4200.87 396.064 4598.50 834.276 312 4587.73 763.245 4289.38 396.375 5062.50 834.276 313 2897.72 756.851 3715.38 396.948 3198.00 834.276 314 4086.67 746.036 4203.07 396.085 4599.50 834.276 315 4260.83 753.485 4251.24 396.931 4537.00 834.276 316 2918.74 742.552 3737.23 395.966 3436.50 834.276 317 3291.59 741.154 4034.95 396.055 3664.00 834.276 318 4195.12 743.398 4268.86 396.060 3726.00 834.276 319 5343.29 752.755 4419.41 397.752 5131.50 834.276 320 4089.07 748.485 4174.86 396.086 3604.50 834.276 321 4136.35 742.693 4276.59 396.059 4468.00 834.276 322 4295.01 754.006 4144.69 396.923 3390.50 834.276 323 4120.10 742.778 4079.39 396.050 3266.00 834.276 324 3431.35 743.113 4074.33 396.060 3865.50 834.276 325 3231.50 745.744 3909.61 396.086 3066.50 834.276 326 3290.25 754.194 4008.20 396.926 3500.00 834.276 327 3725.12 742.560 4122.78 396.063 3802.50 834.276 328 4926.07 742.122 4430.30 396.058 5261.50 834.276 329 4235.53 753.737 4074.26 396.924 3464.00 834.276 330 3909.44 741.143 4155.85 396.064 3464.50 834.276 331 5151.95 741.395 4371.65 396.056 4326.50 834.276 332 3980.04 742.245 4143.12 396.053 3925.50 834.276 333 4977.54 741.801 4474.86 396.062 5000.50 834.276 334 4890.13 742.022 4401.15 396.063 5001.50 834.276 335 4944.12 746.133 4363.78 396.067 4864.50 834.276 336 3979.45 743.270 4041.25 396.059 3135.50 834.276 337 2868.03 756.846 3700.73 396.951 2799.50 834.276 338 3703.06 743.745 4069.62 396.059 3403.00 834.276 339 3137.48 745.511 3856.00 396.057 2599.50 834.276 340 5023.69 757.658 4513.15 396.943 5796.50 834.276 341 4265.75 748.720 4103.10 396.094 4004.00 834.276 342 3965.97 741.840 4140.51 396.063 4331.50 834.276 343 3783.07 742.608 4131.48 396.055 3267.00 834.276 344 3391.46 746.106 3886.14 396.065 2994.50 834.276 345 2150.68 752.863 3502.72 396.844 2142.00 834.276 346 4832.69 755.140 4228.18 396.921 4506.00 834.276 347 2952.82 746.035 3905.24 396.076 3398.50 834.276 348 4459.97 741.967 4270.57 395.992 4194.50 834.276 349 3500.54 741.905 4062.72 396.059 3672.00 834.276 350 3865.21 741.251 3977.18 396.054 4069.50 834.276 351 3289.09 752.051 3963.28 397.747 3196.00 834.276 352 3542.22 761.863 3927.87 396.489 3452.00 834.276 353 4137.83 745.653 4141.28 396.075 3732.50 834.276 354 3535.67 747.965 3884.13 396.079 3531.00 834.276 355 4077.21 741.923 4295.04 396.065 4594.00 834.276 356 3957.50 752.634 4063.86 397.757 4201.00 834.276 357 3866.01 742.375 4081.62 396.054 4203.00 834.276 358 4546.62 743.064 4358.04 396.061 5137.00 834.276 359 3250.87 753.807 3896.21 397.761 3067.50 834.276 360 3516.26 741.595 4040.86 395.995 3531.50 834.276 Av.SE = 746.896 396.420 834.276 Av.SED = 1050.220 552.516 1179.844 Av.LSD5%: 2065.414 1086.606 2320.297 Av.LSD1%: 2719.764 1430.857 3055.363 CV% = 28.85 27.79 28.41 ......................................................................................................... ****** Genotypic variability and significance, and experimental error variability ***** Trial Variable BestModelNo. ModelTitle Eff% Herit_plot SE_Herit_plot Herit_mean SE_Herit_mean 5 gy 6 RcLArAr 124.47 0.521 0.037 0.685 0.032 a) Best model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RcLArAr 0 359.0 55351 4324 355.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) RcLArAr 59590 6550 54809 4153 713.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 648.69 64.24 54.66 43.60 c) RCB model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RCB 0 359.0 62692 4679 358.0 ***** Predicted means and standard errors ***** Genotype BlueMn SeBlueMn BlupMn SeBlupMn UnadMn SeUnadMn 1 1071.59 181.168 940.51 152.216 978.00 188.601 2 982.23 182.521 901.94 153.320 982.00 188.601 3 979.16 181.460 902.61 152.329 1044.00 188.601 4 705.81 181.955 672.81 152.814 745.50 188.601 5 1030.44 181.227 895.04 152.236 962.50 188.601 6 741.11 182.123 703.45 152.858 839.00 188.601 7 547.60 181.172 592.82 152.219 645.50 188.601 8 914.29 182.342 844.04 152.969 827.00 188.601 9 950.62 181.165 860.72 152.210 957.00 188.601 10 1169.27 181.146 1007.34 152.168 1171.50 188.601 11 781.27 181.405 758.23 152.258 831.50 188.601 12 942.94 181.227 869.61 152.243 865.50 188.601 13 815.84 181.165 766.15 152.212 831.00 188.601 14 660.96 181.144 636.24 152.205 657.00 188.601 15 621.16 181.144 626.83 152.166 591.50 188.601 16 780.60 181.202 737.09 152.228 911.00 188.601 17 986.18 181.505 889.26 152.307 1117.00 188.601 18 779.91 181.260 740.16 152.238 862.50 188.601 19 1092.28 182.150 932.56 152.656 1090.50 188.601 20 617.38 181.273 633.54 152.254 501.00 188.601 21 461.36 182.106 564.50 152.857 571.00 188.601 22 1031.04 181.935 907.13 152.793 995.00 188.601 23 1310.33 181.148 1122.32 152.200 1336.00 188.601 24 771.66 181.217 721.55 152.214 803.50 188.601 25 996.35 181.226 897.64 152.241 909.50 188.601 26 776.03 181.230 748.44 152.225 723.00 188.601 27 1016.63 181.234 907.37 152.227 1040.50 188.601 28 819.05 181.147 768.51 152.207 811.00 188.601 29 644.89 181.174 650.40 152.208 642.50 188.601 30 940.44 181.492 818.96 152.275 923.50 188.601 31 687.71 181.154 685.82 152.201 716.50 188.601 32 762.49 181.223 728.51 152.232 831.50 188.601 33 1008.49 181.226 876.11 152.237 975.00 188.601 34 801.34 183.041 758.39 153.065 811.00 188.601 35 796.69 183.062 733.28 153.283 881.00 188.601 36 803.25 181.370 757.51 152.293 780.00 188.601 37 1258.69 182.251 1079.81 152.689 1259.50 188.601 38 630.28 181.432 647.38 152.293 723.50 188.601 39 638.02 181.447 649.66 152.286 737.00 188.601 40 731.78 181.238 687.52 152.223 643.00 188.601 41 1054.16 181.314 958.35 152.282 1021.50 188.601 42 944.64 181.159 843.62 152.174 964.00 188.601 43 722.81 181.359 730.15 152.272 876.00 188.601 44 707.60 181.186 705.51 152.212 664.50 188.601 45 907.56 181.153 847.72 152.204 989.50 188.601 46 1107.74 182.573 977.39 152.812 998.50 188.601 47 841.92 181.141 752.98 152.200 773.00 188.601 48 952.69 181.443 836.95 152.318 844.00 188.601 49 691.56 181.166 665.05 152.201 618.50 188.601 50 583.25 181.162 612.57 152.203 561.50 188.601 51 848.84 181.196 817.62 152.229 897.50 188.601 52 989.96 181.466 885.93 152.320 916.00 188.601 53 970.91 181.153 871.83 152.207 1005.00 188.601 54 779.97 181.157 734.91 152.204 764.50 188.601 55 1039.43 182.260 926.18 152.698 1023.00 188.601 56 876.85 181.432 827.98 152.280 792.50 188.601 57 1136.77 181.350 978.54 152.273 1134.00 188.601 58 978.49 181.172 888.17 152.209 1032.50 188.601 59 1194.52 182.037 1016.17 152.795 1289.00 188.601 60 778.36 181.569 724.95 152.330 612.50 188.601 61 933.74 181.465 845.69 152.328 774.00 188.601 62 871.53 181.998 816.29 152.816 742.00 188.601 63 830.11 181.165 779.65 152.203 785.50 188.601 64 953.90 182.816 836.84 153.202 977.00 188.601 65 1096.44 181.296 965.57 152.253 1105.50 188.601 66 1116.63 181.264 1011.73 152.230 1062.00 188.601 67 553.09 181.445 578.83 152.335 373.00 188.601 68 916.61 181.165 828.85 152.183 850.00 188.601 69 608.64 181.344 641.25 152.265 576.50 188.601 70 353.43 181.147 466.87 152.181 416.50 188.601 71 896.34 181.807 811.53 152.749 934.50 188.601 72 741.31 181.155 755.87 152.211 688.50 188.601 73 657.80 181.199 689.70 152.222 771.00 188.601 74 749.70 182.545 707.84 153.336 814.50 188.601 75 1022.17 181.823 934.95 152.748 941.50 188.601 76 770.19 181.236 747.43 152.232 715.50 188.601 77 408.66 182.071 470.26 152.851 485.50 188.601 78 849.70 181.983 801.05 152.785 912.00 188.601 79 1051.68 181.836 960.75 152.759 1069.00 188.601 80 1090.46 181.952 944.41 152.806 1009.50 188.601 81 739.25 181.778 736.05 152.408 859.50 188.601 82 953.25 182.175 840.68 152.877 817.50 188.601 83 1059.67 181.169 951.78 152.214 1081.00 188.601 84 811.59 182.259 747.44 152.676 728.00 188.601 85 851.98 182.247 789.73 152.682 841.00 188.601 86 1038.65 181.152 892.82 152.204 977.50 188.601 87 766.71 181.170 717.11 152.211 871.50 188.601 88 446.61 181.257 499.56 152.264 345.00 188.601 89 784.98 181.347 746.24 152.279 965.00 188.601 90 909.47 181.168 797.98 152.203 998.50 188.601 91 104.55 181.193 254.17 152.224 204.00 188.601 92 498.34 181.176 534.31 152.213 450.00 188.601 93 237.22 181.458 391.15 152.321 57.50 188.601 94 446.74 181.644 524.10 152.393 355.00 188.601 95 175.59 181.177 307.92 152.205 217.50 188.601 96 16.33 181.963 213.40 152.790 4.50 188.601 97 412.37 181.216 447.15 152.225 320.00 188.601 98 286.93 181.144 358.54 152.202 218.50 188.601 99 137.68 181.229 252.98 152.157 5.00 188.601 100 467.46 181.219 502.66 152.228 461.50 188.601 101 73.24 182.129 267.37 152.648 63.50 188.601 102 326.24 181.188 395.56 152.219 237.50 188.601 103 273.16 181.167 369.74 152.214 281.50 188.601 104 152.48 181.385 291.40 152.288 138.50 188.601 105 138.83 182.007 242.82 152.822 28.50 188.601 106 641.94 182.386 629.52 152.729 601.00 188.601 107 694.72 182.439 700.62 153.012 570.00 188.601 108 433.05 181.457 464.71 152.289 540.00 188.601 109 109.03 181.147 272.61 152.198 186.50 188.601 110 215.48 181.865 332.13 152.770 165.00 188.601 111 561.89 182.675 557.00 153.065 544.50 188.601 112 371.86 181.162 442.28 152.206 370.00 188.601 113 493.78 181.160 523.74 152.209 580.00 188.601 114 193.13 181.269 304.93 152.242 13.00 188.601 115 239.59 181.290 357.91 152.262 329.00 188.601 116 779.71 182.817 721.66 152.888 686.50 188.601 117 411.90 181.866 473.94 152.764 418.50 188.601 118 193.31 181.405 344.36 152.307 368.50 188.601 119 671.00 181.768 643.79 152.737 589.50 188.601 120 205.00 181.296 351.77 152.251 208.00 188.601 121 261.53 181.191 363.60 152.215 300.00 188.601 122 687.20 181.444 672.13 152.280 719.00 188.601 123 177.94 181.309 336.57 152.258 277.00 188.601 124 473.25 181.857 516.55 152.764 474.50 188.601 125 141.95 181.406 275.10 152.240 223.50 188.601 126 19.93 181.894 207.18 152.784 161.50 188.601 127 437.22 181.323 505.32 152.265 550.00 188.601 128 -70.33 181.432 139.23 152.265 20.00 188.601 129 662.69 181.185 652.51 152.207 648.50 188.601 130 280.18 181.240 386.59 152.227 250.00 188.601 131 151.18 181.835 329.82 152.767 166.00 188.601 132 436.00 181.789 508.42 152.749 486.50 188.601 133 609.05 181.140 614.35 152.168 584.00 188.601 134 392.80 181.168 507.54 152.185 469.00 188.601 135 192.39 181.505 325.62 152.320 113.50 188.601 136 359.96 181.958 411.25 152.800 369.50 188.601 137 305.42 181.234 430.45 152.237 141.00 188.601 138 537.29 181.234 591.30 152.235 555.00 188.601 139 674.81 181.401 652.45 152.305 842.00 188.601 140 380.79 181.951 485.15 152.796 317.00 188.601 141 316.26 181.523 429.53 152.330 383.50 188.601 142 625.72 181.314 609.88 152.271 606.50 188.601 143 386.86 181.195 487.04 152.227 490.50 188.601 144 318.72 181.173 447.41 152.203 245.00 188.601 145 613.82 181.326 628.47 152.265 670.50 188.601 146 337.10 181.204 422.47 152.217 326.00 188.601 147 302.41 181.222 380.62 152.220 302.00 188.601 148 -18.14 181.309 215.41 152.271 152.00 188.601 149 6.12 181.246 194.53 152.236 173.00 188.601 150 185.78 181.318 326.52 152.280 54.00 188.601 151 -113.30 182.686 99.21 152.854 27.50 188.601 152 140.88 181.925 275.43 152.795 13.00 188.601 153 695.18 181.229 667.83 152.252 630.00 188.601 154 518.65 181.566 518.09 152.383 554.00 188.601 155 451.60 181.225 516.56 152.238 479.50 188.601 156 -46.69 181.174 173.60 152.212 18.00 188.601 157 427.00 182.597 512.95 152.765 514.50 188.601 158 249.60 182.356 350.65 152.732 227.50 188.601 159 430.99 181.177 496.55 152.184 431.00 188.601 160 651.19 181.445 650.22 152.314 794.00 188.601 161 312.77 181.482 384.21 152.320 210.00 188.601 162 244.79 182.514 363.37 152.801 359.50 188.601 163 235.44 181.389 332.07 152.280 143.00 188.601 164 86.06 181.110 244.49 152.169 82.50 188.601 165 870.04 181.799 798.35 152.717 847.00 188.601 166 329.29 182.314 427.46 152.732 488.00 188.601 167 121.80 182.431 274.33 152.737 3.00 188.601 168 252.46 182.012 381.66 152.820 283.50 188.601 169 149.07 181.179 309.33 152.207 142.50 188.601 170 662.52 181.209 679.83 152.224 634.00 188.601 171 346.55 182.580 404.32 153.331 363.50 188.601 172 -98.27 181.320 134.78 152.281 23.00 188.601 173 388.98 182.465 479.67 153.302 358.00 188.601 174 381.89 181.885 438.19 152.788 492.00 188.601 175 507.41 181.187 538.40 152.215 549.50 188.601 176 140.80 182.644 281.29 152.733 133.50 188.601 177 505.06 183.613 553.08 153.551 364.50 188.601 178 292.38 181.358 386.57 152.282 142.50 188.601 179 17.39 181.160 232.19 152.211 40.50 188.601 180 334.93 181.398 397.05 152.287 311.00 188.601 181 499.16 183.130 546.01 153.304 551.50 188.601 182 895.15 182.180 833.12 152.874 762.50 188.601 183 1027.67 181.145 917.48 152.201 1106.50 188.601 184 1208.90 182.087 1039.87 152.855 1054.00 188.601 185 972.13 182.443 878.29 152.992 1036.00 188.601 186 586.97 181.429 617.95 152.288 570.50 188.601 187 593.81 181.234 613.28 152.258 457.00 188.601 188 294.14 181.450 446.14 152.277 434.00 188.601 189 662.44 181.271 653.63 152.221 697.50 188.601 190 585.54 181.907 599.42 152.801 669.50 188.601 191 650.29 181.167 661.71 152.204 587.00 188.601 192 533.61 181.584 570.35 152.320 638.50 188.601 193 1034.50 182.012 951.79 152.506 1171.50 188.601 194 1235.91 182.004 1049.22 152.760 1206.50 188.601 195 574.15 181.652 606.17 152.352 571.00 188.601 196 682.04 181.216 663.38 152.223 723.00 188.601 197 816.94 182.444 759.01 152.780 964.50 188.601 198 921.23 181.428 858.73 152.260 946.50 188.601 199 553.61 181.377 580.91 152.255 541.50 188.601 200 718.78 181.515 675.94 152.346 761.50 188.601 201 591.78 181.158 613.44 152.198 499.00 188.601 202 474.77 181.971 523.79 152.828 588.50 188.601 203 624.31 181.498 639.05 152.330 719.00 188.601 204 937.84 181.878 835.38 152.771 911.50 188.601 205 433.88 182.071 500.61 152.864 611.00 188.601 206 868.01 181.869 814.31 152.466 961.00 188.601 207 543.73 181.742 572.94 152.412 617.00 188.601 208 1064.09 181.153 946.27 152.203 1051.00 188.601 209 830.76 181.313 759.38 152.264 935.50 188.601 210 418.13 182.212 498.08 152.686 477.50 188.601 211 468.53 181.197 531.82 152.221 524.50 188.601 212 575.72 181.179 594.86 152.215 612.00 188.601 213 1175.20 181.376 1038.74 152.258 1126.00 188.601 214 563.00 181.318 560.90 152.236 581.00 188.601 215 636.86 181.161 647.88 152.203 589.00 188.601 216 588.79 181.135 617.57 152.202 580.00 188.601 217 745.01 181.167 715.54 152.225 652.50 188.601 218 937.88 181.292 838.49 152.264 759.50 188.601 219 518.57 181.188 560.18 152.209 619.00 188.601 220 1192.47 181.352 1011.91 152.292 1095.00 188.601 221 892.44 182.043 813.90 152.839 909.50 188.601 222 784.57 181.251 752.31 152.227 888.50 188.601 223 989.19 181.599 911.12 152.286 1057.50 188.601 224 533.59 181.181 536.46 152.207 577.00 188.601 225 610.44 181.327 655.85 152.280 734.50 188.601 226 1110.48 183.261 968.02 153.371 1153.00 188.601 227 871.97 181.915 783.93 152.783 870.00 188.601 228 875.44 181.490 821.01 152.308 1046.00 188.601 229 695.20 181.906 675.76 152.774 593.50 188.601 230 645.78 181.825 649.77 152.751 611.00 188.601 231 853.25 181.655 784.48 152.389 778.50 188.601 232 760.13 181.221 700.07 152.212 803.00 188.601 233 818.27 182.363 780.86 152.951 759.50 188.601 234 899.49 181.215 826.45 152.225 864.00 188.601 235 889.75 182.107 810.03 152.643 893.50 188.601 236 805.60 181.197 778.19 152.214 838.00 188.601 237 680.43 181.842 658.06 152.753 686.00 188.601 238 671.56 181.183 666.99 152.207 717.50 188.601 239 784.01 181.699 769.14 152.378 806.50 188.601 240 594.70 181.231 613.53 152.233 460.50 188.601 241 550.78 181.292 601.65 152.244 561.00 188.601 242 1087.82 181.203 959.16 152.220 1135.50 188.601 243 695.90 182.100 683.29 152.640 606.50 188.601 244 790.44 181.144 743.45 152.201 875.00 188.601 245 898.04 181.200 788.17 152.208 818.50 188.601 246 544.37 181.149 559.28 152.201 552.00 188.601 247 618.67 181.918 633.18 152.807 764.50 188.601 248 447.20 181.359 508.24 152.273 403.50 188.601 249 514.42 182.018 550.04 152.846 416.00 188.601 250 674.36 181.161 684.99 152.205 787.00 188.601 251 584.50 181.139 616.07 152.201 657.50 188.601 252 1240.19 181.130 1093.46 152.198 1287.00 188.601 253 865.62 181.625 777.26 152.349 1041.50 188.601 254 806.28 181.711 743.32 152.393 898.50 188.601 255 639.32 181.213 673.26 152.227 599.00 188.601 256 565.41 182.131 577.40 152.885 457.00 188.601 257 947.98 181.169 858.33 152.210 924.50 188.601 258 781.12 182.040 729.69 152.840 712.50 188.601 259 868.79 180.979 787.47 152.111 918.00 188.601 260 721.41 181.291 703.93 152.248 683.50 188.601 261 979.35 181.330 903.22 152.256 984.00 188.601 262 442.87 181.189 500.61 152.210 359.00 188.601 263 1121.60 181.337 1013.15 152.217 1177.00 188.601 264 488.70 181.158 546.21 152.198 385.00 188.601 265 577.08 183.240 609.32 153.416 484.00 188.601 266 1166.28 182.595 1003.57 153.340 1112.00 188.601 267 1113.76 181.186 979.15 152.203 1033.50 188.601 268 895.74 181.272 829.99 152.231 1030.50 188.601 269 659.06 181.174 676.17 152.213 528.00 188.601 270 945.61 181.393 867.82 152.275 830.50 188.601 271 905.61 181.160 851.58 152.177 827.50 188.601 272 465.47 181.246 541.25 152.243 371.00 188.601 273 673.66 181.281 653.17 152.244 621.50 188.601 274 798.60 182.231 764.20 152.708 777.00 188.601 275 904.85 181.156 837.03 152.204 869.50 188.601 276 780.55 181.286 726.48 152.253 884.50 188.601 277 946.25 181.260 853.36 152.266 834.50 188.601 278 720.62 181.193 674.26 152.218 676.00 188.601 279 709.14 181.130 673.88 152.199 677.50 188.601 280 831.28 181.276 741.38 152.208 750.00 188.601 281 543.34 181.173 544.92 152.210 453.00 188.601 282 351.36 181.281 433.73 152.249 346.00 188.601 283 518.33 182.925 556.21 153.250 655.00 188.601 284 970.25 181.370 873.82 152.262 1030.00 188.601 285 1030.42 181.227 908.19 152.218 982.00 188.601 286 644.90 181.444 655.93 152.343 863.50 188.601 287 497.44 181.391 538.23 152.293 443.00 188.601 288 952.72 181.176 886.50 152.203 990.00 188.601 289 41.95 181.190 213.61 152.218 47.00 188.601 290 823.52 181.191 774.60 152.210 828.00 188.601 291 631.93 181.166 650.57 152.207 702.00 188.601 292 399.24 181.473 485.47 152.276 289.50 188.601 293 976.21 181.557 871.61 152.334 888.50 188.601 294 536.56 181.875 579.66 152.790 555.00 188.601 295 519.80 181.158 570.37 152.202 446.00 188.601 296 1138.64 181.391 1016.73 152.285 1105.00 188.601 297 1163.89 181.177 1018.30 152.224 1155.50 188.601 298 449.62 181.477 527.69 152.342 319.00 188.601 299 680.33 182.092 703.43 152.637 734.00 188.601 300 607.97 181.895 634.49 152.786 604.00 188.601 301 623.48 181.942 638.85 152.804 668.00 188.601 302 623.55 181.823 598.57 152.722 570.00 188.601 303 527.75 182.504 557.04 152.770 358.50 188.601 304 727.96 182.226 702.50 152.680 729.00 188.601 305 580.53 181.734 625.82 152.371 530.00 188.601 306 459.58 182.800 520.41 152.849 534.00 188.601 307 646.98 181.178 674.56 152.214 694.50 188.601 308 275.64 181.941 371.38 152.799 274.50 188.601 309 704.10 181.150 676.97 152.204 631.00 188.601 310 553.89 181.396 564.51 152.293 589.50 188.601 311 796.10 181.365 802.75 152.287 922.00 188.601 312 548.26 182.497 575.46 152.836 504.50 188.601 313 379.39 182.379 449.29 152.947 196.00 188.601 314 815.13 181.283 766.49 152.256 847.00 188.601 315 1053.72 182.153 912.63 152.897 999.50 188.601 316 523.36 181.150 565.91 152.173 593.50 188.601 317 357.65 181.132 454.88 152.196 311.50 188.601 318 595.53 181.325 627.81 152.260 462.50 188.601 319 1151.73 182.142 979.54 152.654 1248.00 188.601 320 585.99 181.410 591.58 152.251 600.00 188.601 321 571.46 181.428 593.24 152.325 701.00 188.601 322 723.39 181.819 728.62 152.750 666.50 188.601 323 613.70 181.172 608.12 152.210 518.50 188.601 324 626.75 181.162 633.15 152.203 519.50 188.601 325 695.23 181.504 673.00 152.322 688.50 188.601 326 464.50 181.821 503.69 152.752 497.00 188.601 327 666.80 181.203 667.13 152.223 723.00 188.601 328 718.15 181.304 715.77 152.268 875.50 188.601 329 866.65 181.838 782.06 152.757 690.50 188.601 330 493.44 181.114 518.18 152.196 554.00 188.601 331 284.11 181.124 384.27 152.192 226.50 188.601 332 736.44 181.204 739.13 152.219 783.00 188.601 333 1046.73 181.133 920.51 152.201 1060.50 188.601 334 233.41 181.181 374.22 152.213 343.50 188.601 335 1121.19 181.445 967.74 152.299 1008.00 188.601 336 644.86 181.181 620.62 152.206 613.50 188.601 337 470.68 182.119 509.11 152.849 418.50 188.601 338 547.56 181.194 593.04 152.209 678.50 188.601 339 333.13 181.317 465.49 152.236 322.50 188.601 340 974.05 182.011 901.22 152.790 1074.00 188.601 341 773.29 181.752 785.44 152.380 774.50 188.601 342 851.14 181.282 821.10 152.262 832.50 188.601 343 665.45 181.256 654.34 152.223 714.50 188.601 344 517.78 181.315 539.75 152.251 431.50 188.601 345 299.12 181.799 383.68 152.718 227.00 188.601 346 478.50 181.944 546.19 152.795 547.00 188.601 347 355.87 181.421 451.53 152.259 415.00 188.601 348 586.98 181.233 626.95 152.190 602.00 188.601 349 844.51 181.300 765.52 152.262 769.50 188.601 350 756.97 181.145 725.43 152.200 756.00 188.601 351 639.50 182.117 620.07 152.645 595.00 188.601 352 712.04 182.690 684.66 152.743 658.50 188.601 353 276.16 181.510 379.88 152.289 174.00 188.601 354 704.41 181.550 689.92 152.313 752.50 188.601 355 521.74 181.333 559.56 152.288 643.00 188.601 356 635.74 182.085 656.53 152.630 649.00 188.601 357 687.34 181.162 675.37 152.203 717.50 188.601 358 695.65 181.221 675.60 152.232 786.00 188.601 359 545.84 182.285 596.32 152.706 502.00 188.601 360 512.11 181.166 526.15 152.186 268.50 188.601 Av.SE = 181.563 152.426 188.601 Av.SED = 224.429 187.031 250.383 Av.LSD5%: 441.378 367.828 492.407 Av.LSD1%: 581.215 484.364 648.400 CV% = 36.27 36.09 38.60 ......................................................................................................... ****** Genotypic variability and significance, and experimental error variability ***** Trial Variable BestModelNo. ModelTitle Eff% Herit_plot SE_Herit_plot Herit_mean SE_Herit_mean 5 by 3 RcArAr 126.21 0.138 0.043 0.243 0.066 a) Best model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RcArAr 0 359.0 1435353 117959 356.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) RcArAr 213680 67774 1332199 96714 714.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 4152.78 11.32 9.63 7.68 c) RCB model: Genotypes effects assumed fixed (case of BLUE- Best Linear Unbiased Estimation) Model Prob>Chi-square(Geno) DF(Geno) Sigma2(Residual) (+/-)SE DF(Residual) RCB 0.002227 359.0 1392033 103756 358.0 ***** Predicted means and standard errors ***** Genotype BlueMn SeBlueMn BlupMn SeBlupMn UnadMn SeUnadMn 1 4896.98 741.915 4332.52 396.060 4204.50 834.276 2 4895.14 765.290 4312.58 397.804 5962.50 834.276 3 5384.14 742.427 4497.38 396.068 5802.50 834.276 4 3863.81 753.859 4144.56 396.918 4070.50 834.276 5 4115.66 743.195 4150.57 396.056 4003.50 834.276 6 4090.20 753.517 4165.95 396.930 3932.50 834.276 7 4317.70 742.144 4137.09 396.067 3940.50 834.276 8 4253.31 753.697 4229.35 396.933 4275.50 834.276 9 3778.19 742.375 4099.43 396.066 3669.00 834.276 10 4898.40 742.436 4317.61 395.973 4469.00 834.276 11 4889.67 746.955 4301.03 396.071 4736.00 834.276 12 4445.26 741.942 4201.73 396.059 3399.50 834.276 13 4329.56 742.795 4104.78 396.058 3871.00 834.276 14 4047.37 741.982 4200.34 396.065 3994.00 834.276 15 4378.37 742.171 4208.88 395.991 3529.00 834.276 16 3391.18 742.558 4057.54 396.065 3730.00 834.276 17 4275.55 746.522 4112.41 396.080 3804.50 834.276 18 3053.02 744.243 3888.95 396.072 3665.50 834.276 19 5503.76 753.400 4516.79 397.750 4604.50 834.276 20 4111.07 742.417 4225.19 396.064 3267.00 834.276 21 4116.06 753.651 4140.62 396.932 4070.00 834.276 22 5034.63 757.425 4246.79 396.932 4863.00 834.276 23 4475.85 742.481 4245.11 396.061 5072.00 834.276 24 3592.19 743.578 3941.23 396.057 3336.50 834.276 25 3755.42 742.117 4188.71 396.064 3730.50 834.276 26 4495.88 743.321 4257.56 396.061 3668.00 834.276 27 4976.65 742.578 4489.80 396.053 4937.00 834.276 28 4060.59 742.148 4091.61 396.058 3201.50 834.276 29 3280.56 743.293 3988.09 396.062 3464.50 834.276 30 5837.28 748.867 4734.57 396.094 6200.00 834.276 31 4553.33 742.556 4446.88 396.056 5397.00 834.276 32 4586.22 742.680 4188.04 396.055 4131.00 834.276 33 3641.24 741.840 4034.26 396.057 3796.00 834.276 34 3972.45 763.820 4098.01 399.479 3677.50 834.276 35 4329.61 767.517 4125.60 398.653 3597.00 834.276 36 5230.98 742.719 4389.50 396.050 4471.50 834.276 37 4850.14 753.902 4413.86 397.757 4868.00 834.276 38 3440.78 741.551 4093.15 395.986 3259.50 834.276 39 4477.69 741.745 4285.08 395.961 4458.00 834.276 40 3805.70 742.678 4013.39 396.056 3532.00 834.276 41 4673.48 741.915 4272.36 396.065 4405.00 834.276 42 3764.53 742.756 4118.55 395.968 4401.00 834.276 43 3570.57 742.826 4026.15 396.058 4869.50 834.276 44 3252.91 742.642 4095.57 396.051 3801.50 834.276 45 4129.69 742.379 4175.68 396.059 4429.50 834.276 46 4055.13 752.766 4058.44 397.753 3594.00 834.276 47 4762.41 741.774 4356.22 396.053 4126.50 834.276 48 3817.39 743.648 4116.10 396.060 3736.00 834.276 49 3902.85 742.872 4029.71 396.055 3195.50 834.276 50 4091.99 742.556 4141.30 396.065 3802.00 834.276 51 4147.14 742.098 4110.20 396.065 4129.00 834.276 52 5092.17 743.322 4261.41 396.070 4930.00 834.276 53 5072.73 741.555 4381.67 396.059 4935.50 834.276 54 4231.27 742.599 4197.80 396.059 4197.00 834.276 55 3943.80 752.685 4083.30 397.750 3466.50 834.276 56 4863.71 745.070 4304.77 396.007 4133.00 834.276 57 4888.57 742.820 4324.78 396.055 4207.50 834.276 58 5363.94 742.343 4635.08 396.054 5599.50 834.276 59 5443.00 757.108 4517.77 396.940 5736.50 834.276 60 4322.14 743.295 4212.85 395.973 3464.50 834.276 61 5656.69 742.202 4396.08 396.055 5526.50 834.276 62 4398.94 754.036 4149.59 396.927 4263.00 834.276 63 4129.65 742.839 4136.20 396.052 3340.00 834.276 64 4136.46 765.080 4100.56 398.554 4063.00 834.276 65 4279.44 745.707 4198.62 396.068 3935.50 834.276 66 4342.02 742.201 4206.01 396.056 3546.00 834.276 67 3867.72 743.471 4092.77 396.065 3467.00 834.276 68 4040.61 741.871 4162.68 396.000 4134.50 834.276 69 3916.60 746.626 4068.43 396.060 4124.00 834.276 70 4509.24 741.032 4270.42 395.977 4674.50 834.276 71 3989.39 753.757 4155.86 396.928 4000.00 834.276 72 3614.93 741.603 3998.89 396.062 3329.50 834.276 73 3775.95 741.904 3916.95 396.062 3803.00 834.276 74 5181.72 765.469 4427.40 397.808 5736.50 834.276 75 4442.73 753.808 4220.93 396.931 3668.00 834.276 76 4857.74 742.107 4418.89 396.059 5206.50 834.276 77 4580.13 753.603 4307.13 396.925 4895.50 834.276 78 5454.97 756.807 4528.93 396.935 4800.00 834.276 79 4648.46 753.631 4271.85 396.926 4801.50 834.276 80 5123.98 753.611 4401.05 396.933 5430.00 834.276 81 3516.94 745.887 4046.07 396.073 3468.50 834.276 82 4295.76 753.653 4202.03 396.929 3935.50 834.276 83 3885.91 742.039 4077.35 396.054 3936.00 834.276 84 4148.44 753.884 4203.95 397.758 3601.50 834.276 85 4080.90 756.225 4251.14 397.765 4194.00 834.276 86 4872.86 742.606 4429.45 396.060 4798.50 834.276 87 3477.96 741.390 4003.39 396.057 3533.00 834.276 88 4589.34 742.567 4299.91 396.061 4528.00 834.276 89 4030.93 744.839 4041.11 396.070 3936.50 834.276 90 4246.58 742.739 4184.29 396.061 4803.00 834.276 91 4100.45 742.089 4240.40 396.060 4737.00 834.276 92 3146.55 742.677 3843.23 396.058 2860.00 834.276 93 5562.86 741.674 4549.62 396.062 4395.50 834.276 94 3494.92 743.438 4076.37 396.055 3466.00 834.276 95 3954.14 743.105 4125.09 396.067 3603.00 834.276 96 5444.74 756.916 4481.19 396.943 5669.00 834.276 97 5952.83 742.580 4606.90 396.061 5665.50 834.276 98 7418.30 741.940 5021.82 396.056 6528.00 834.276 99 5343.57 743.297 4416.89 395.878 5399.00 834.276 100 5370.58 742.843 4552.66 396.057 5066.00 834.276 101 5367.20 752.618 4417.18 397.760 4865.50 834.276 102 3957.25 742.238 4096.67 396.060 3621.00 834.276 103 4388.85 741.936 4259.38 396.061 4334.00 834.276 104 5895.13 742.717 4644.04 396.064 5793.50 834.276 105 5916.16 753.008 4549.86 396.923 5929.00 834.276 106 4063.61 761.007 4094.24 397.760 3330.00 834.276 107 4416.73 753.520 4339.00 396.933 4408.00 834.276 108 4989.86 745.524 4405.38 396.073 5064.00 834.276 109 4299.98 741.187 4196.28 396.054 4801.50 834.276 110 5019.18 753.817 4406.14 396.924 5329.00 834.276 111 7144.53 755.191 5014.86 396.931 7591.00 834.276 112 5004.17 742.294 4430.59 396.063 4732.50 834.276 113 3557.45 741.978 4004.82 396.058 3205.00 834.276 114 4899.07 742.504 4292.28 396.061 4007.50 834.276 115 6024.51 742.350 4603.48 396.065 6393.50 834.276 116 4366.52 757.363 4258.75 397.774 4464.50 834.276 117 4228.56 754.394 4205.04 396.929 4333.00 834.276 118 5026.13 743.081 4347.51 396.055 4804.00 834.276 119 3512.81 752.547 4013.06 396.922 3331.50 834.276 120 5183.35 743.676 4431.48 396.055 4866.50 834.276 121 6131.03 743.016 4780.70 396.057 5999.50 834.276 122 3273.32 749.203 3907.30 396.090 4205.50 834.276 123 4834.32 742.160 4406.62 396.056 5470.00 834.276 124 5093.18 754.270 4396.26 396.929 4602.50 834.276 125 3937.79 745.379 4133.26 396.009 4196.50 834.276 126 7705.82 753.508 5286.78 396.934 8532.00 834.276 127 2905.68 742.839 3767.70 396.054 3260.50 834.276 128 5216.78 744.609 4463.31 396.080 5403.50 834.276 129 3374.02 743.459 3948.30 396.052 2938.50 834.276 130 5023.18 742.100 4448.66 396.067 4999.50 834.276 131 5444.49 753.276 4536.01 396.933 5999.00 834.276 132 3988.89 753.380 4187.25 396.925 4399.50 834.276 133 3859.07 742.307 4094.71 395.992 3805.50 834.276 134 3192.60 741.419 3910.69 395.970 3201.50 834.276 135 4046.12 742.780 4188.46 396.052 4197.50 834.276 136 7170.26 754.048 4979.81 396.918 7213.00 834.276 137 4095.12 741.976 4096.82 396.062 3799.50 834.276 138 3270.24 743.218 3964.21 396.061 4138.00 834.276 139 3079.03 743.714 4000.77 396.075 3465.50 834.276 140 7308.64 757.746 5191.16 396.945 7067.00 834.276 141 5239.34 745.256 4402.66 396.078 5199.00 834.276 142 4479.34 742.446 4096.94 396.051 4203.00 834.276 143 3748.16 742.882 3975.96 396.057 3868.00 834.276 144 3717.35 741.721 4125.42 396.053 3466.50 834.276 145 4038.25 742.715 4178.81 396.052 3733.00 834.276 146 3302.36 742.303 3920.61 396.074 2726.50 834.276 147 4062.49 742.886 4194.28 396.057 3794.00 834.276 148 4065.43 743.090 4081.45 396.057 3859.50 834.276 149 6621.97 743.059 4877.42 396.061 6794.50 834.276 150 2016.41 742.186 3538.14 396.062 1465.00 834.276 151 2370.03 753.125 3678.35 397.753 2469.00 834.276 152 2230.15 754.210 3643.37 396.930 1932.50 834.276 153 4204.29 741.126 4176.05 396.060 4669.00 834.276 154 4941.44 742.045 4431.77 396.062 5199.50 834.276 155 3704.57 741.347 4072.38 396.059 4000.00 834.276 156 3994.94 741.899 4120.80 396.060 4263.50 834.276 157 3938.38 752.089 4125.78 397.604 3929.50 834.276 158 2426.19 751.886 3714.05 397.756 2261.50 834.276 159 4240.19 742.676 4156.32 395.974 4131.50 834.276 160 4190.72 742.539 4086.08 396.062 4397.50 834.276 161 2936.11 742.442 3779.74 396.060 3003.50 834.276 162 7603.85 753.068 5090.00 397.765 7336.50 834.276 163 3119.36 746.264 3857.59 396.078 3067.00 834.276 164 6285.07 740.820 4870.66 395.986 6670.50 834.276 165 4441.50 753.289 4315.36 396.846 4803.00 834.276 166 3494.47 753.095 3921.51 397.757 3465.00 834.276 167 5394.43 756.431 4551.47 397.763 5463.50 834.276 168 4701.73 754.242 4324.95 396.931 4797.50 834.276 169 3492.54 743.763 4075.92 396.061 3667.00 834.276 170 4215.32 743.423 4039.97 396.060 3669.50 834.276 171 3875.48 765.902 4093.79 397.804 3868.50 834.276 172 4461.58 743.053 4338.45 396.057 4737.50 834.276 173 3968.59 765.037 4069.77 397.810 4665.50 834.276 174 3276.23 753.422 3927.50 396.929 4130.00 834.276 175 2102.40 742.074 3719.80 396.064 2662.50 834.276 176 6540.01 761.670 4876.91 396.492 6605.00 834.276 177 6567.76 765.138 4822.69 398.558 6930.50 834.276 178 3312.44 743.270 3910.10 396.055 3324.50 834.276 179 4580.31 741.374 4265.02 396.065 4262.00 834.276 180 4234.73 748.084 4214.78 396.089 4071.50 834.276 181 3499.91 771.694 4006.18 398.575 3056.50 834.276 182 5064.17 752.450 4370.59 396.833 5196.50 834.276 183 3649.13 742.229 4123.85 396.058 4063.50 834.276 184 5134.72 755.326 4296.14 396.921 4199.50 834.276 185 4347.51 754.409 4276.55 396.932 4798.50 834.276 186 3866.51 742.600 4088.14 396.055 3542.00 834.276 187 4748.17 741.866 4221.01 396.060 4470.00 834.276 188 2629.99 741.893 3730.96 395.971 3272.50 834.276 189 3490.95 744.994 3995.32 395.983 3734.00 834.276 190 3162.41 752.939 3987.75 396.932 3731.50 834.276 191 3705.01 742.888 4027.09 396.053 3337.00 834.276 192 3176.78 746.617 3917.52 396.078 3670.50 834.276 193 4996.00 742.638 4485.69 396.056 4942.00 834.276 194 4513.07 756.372 4252.60 396.851 4868.50 834.276 195 3684.04 742.344 4094.54 395.966 3869.50 834.276 196 3848.94 742.020 4147.27 396.054 4528.00 834.276 197 3817.04 753.488 4005.32 397.763 3800.00 834.276 198 3645.30 746.519 3982.33 396.074 3739.00 834.276 199 3395.49 746.080 3959.58 396.080 3533.50 834.276 200 4987.73 745.676 4335.57 396.070 4396.00 834.276 201 3905.12 742.894 4089.39 396.054 3599.00 834.276 202 3850.44 754.780 4019.44 396.926 4324.50 834.276 203 3230.81 743.406 3871.21 396.058 2933.00 834.276 204 4001.43 753.648 4160.01 396.923 4673.00 834.276 205 3280.40 755.527 3948.96 396.920 4598.50 834.276 206 3468.47 743.029 3992.39 396.070 3665.00 834.276 207 4125.86 742.884 4193.94 396.063 4194.50 834.276 208 4918.12 742.230 4399.27 396.069 4467.50 834.276 209 4217.29 742.818 4104.89 396.055 4137.00 834.276 210 3233.83 752.049 3917.47 397.748 3465.50 834.276 211 2873.99 742.204 3989.69 396.069 3668.00 834.276 212 2111.62 741.867 3713.86 396.059 2941.00 834.276 213 4676.57 745.374 4351.20 396.071 4326.50 834.276 214 3243.11 745.000 3981.92 396.067 3328.50 834.276 215 4097.35 742.518 3989.73 396.065 3461.50 834.276 216 3327.35 741.712 3828.45 396.062 3132.00 834.276 217 3093.06 741.928 3904.49 396.062 3197.50 834.276 218 4199.71 742.110 4129.59 396.066 3612.50 834.276 219 3984.05 742.790 4024.57 396.051 4203.50 834.276 220 4682.31 742.619 4265.67 396.059 4800.00 834.276 221 4096.69 753.418 4196.74 396.928 3940.00 834.276 222 3539.19 743.111 4008.16 396.078 3801.50 834.276 223 3951.18 749.408 4134.08 396.014 4204.50 834.276 224 2610.18 742.957 3735.76 396.053 2737.50 834.276 225 3302.20 742.958 4014.34 396.048 3599.00 834.276 226 4697.30 764.246 4296.22 398.644 4198.00 834.276 227 3814.67 754.201 3958.33 396.927 3398.00 834.276 228 4443.95 745.276 4339.16 396.077 5269.00 834.276 229 3740.86 755.102 3941.35 396.916 3007.00 834.276 230 4394.50 753.678 4287.95 396.934 4268.00 834.276 231 3869.32 743.185 4156.61 396.058 4061.00 834.276 232 3450.38 743.728 3908.40 396.054 3606.50 834.276 233 3384.98 754.554 3941.25 396.935 4066.50 834.276 234 4013.70 742.210 4035.18 396.053 3859.50 834.276 235 3519.62 752.629 3980.62 397.755 3331.50 834.276 236 2366.27 743.864 3807.41 396.053 3270.00 834.276 237 3980.00 754.977 4065.52 396.925 3737.00 834.276 238 3334.24 743.358 4004.98 396.060 4173.00 834.276 239 3036.25 744.953 3878.38 396.082 3726.50 834.276 240 4511.47 742.974 4231.13 396.057 3395.00 834.276 241 3316.46 745.478 3945.33 396.074 3730.50 834.276 242 4376.31 743.259 4243.47 396.061 4130.00 834.276 243 3874.51 752.275 4076.97 397.751 3263.00 834.276 244 3343.37 741.433 3979.14 396.049 3402.50 834.276 245 4706.91 743.791 4219.72 396.057 3673.50 834.276 246 3592.97 742.316 3972.68 396.064 3326.00 834.276 247 3860.49 753.675 4142.21 396.929 3866.00 834.276 248 3069.65 743.006 3874.26 396.056 2995.50 834.276 249 2869.70 753.260 3818.50 396.932 3334.00 834.276 250 3393.29 742.830 3948.81 396.054 4132.50 834.276 251 2897.75 742.421 3860.06 396.068 3463.50 834.276 252 3438.68 741.793 3988.82 396.059 3741.00 834.276 253 4299.47 745.424 4208.88 396.076 4594.00 834.276 254 4789.48 741.943 4233.45 396.053 4736.50 834.276 255 3775.40 742.411 4118.33 396.063 3865.50 834.276 256 4255.99 753.634 4276.23 396.930 4604.00 834.276 257 5209.82 743.326 4499.94 396.061 5136.50 834.276 258 3775.57 753.233 4058.64 396.934 3735.50 834.276 259 4882.15 738.661 4405.23 395.860 5401.50 834.276 260 4302.15 743.010 4180.67 396.067 3935.00 834.276 261 4394.21 743.370 4227.33 396.066 4340.50 834.276 262 3148.30 744.073 3890.14 396.066 3191.50 834.276 263 3487.01 742.978 4025.44 395.999 4400.50 834.276 264 3935.92 742.963 4018.41 396.052 3598.50 834.276 265 4339.86 775.122 4184.17 397.257 4598.00 834.276 266 4373.40 764.589 4289.27 397.795 4400.50 834.276 267 5495.06 743.672 4284.74 396.046 5008.00 834.276 268 3858.43 742.811 4189.71 396.054 4200.00 834.276 269 3407.30 741.944 4082.43 396.058 3807.00 834.276 270 3939.65 745.296 4043.11 396.079 3467.00 834.276 271 3520.51 742.106 3989.15 395.973 4265.50 834.276 272 5082.90 742.708 4423.65 396.064 4533.50 834.276 273 4487.15 745.872 4327.44 396.064 4528.00 834.276 274 4174.83 752.687 4276.10 397.757 4443.50 834.276 275 4441.85 742.430 4173.77 396.056 3927.50 834.276 276 3469.98 742.590 3963.75 396.067 3935.00 834.276 277 4167.08 741.814 4168.25 396.061 3869.50 834.276 278 3278.34 742.033 3906.89 396.067 3068.00 834.276 279 3896.89 741.706 4131.18 396.059 4196.50 834.276 280 4911.04 741.706 4274.77 395.965 4393.50 834.276 281 4363.53 742.188 4246.30 396.058 4206.50 834.276 282 2846.93 746.331 3765.16 396.068 2603.00 834.276 283 5664.53 764.254 4584.84 398.547 6171.00 834.276 284 4523.09 745.511 4149.84 396.061 3796.50 834.276 285 4120.16 742.884 4118.01 396.060 3473.50 834.276 286 3292.50 742.735 3952.21 396.057 3734.00 834.276 287 3912.87 744.377 4189.58 396.061 4064.00 834.276 288 4774.64 742.707 4201.69 396.054 4469.50 834.276 289 3428.57 743.309 3915.75 396.059 3396.50 834.276 290 4050.12 743.606 4094.21 396.066 4058.50 834.276 291 5662.11 743.332 4569.28 396.065 5933.00 834.276 292 4014.86 743.297 3953.55 395.990 3333.50 834.276 293 4546.79 741.743 4259.00 396.058 5261.00 834.276 294 3134.96 753.202 3923.57 396.927 3470.50 834.276 295 3628.68 742.463 4016.70 396.061 2936.50 834.276 296 4860.58 742.582 4331.59 396.051 4403.00 834.276 297 4359.71 741.759 4216.49 396.072 4268.50 834.276 298 4478.96 743.424 4277.02 396.055 4201.00 834.276 299 3981.30 752.580 4202.43 397.760 3535.00 834.276 300 4356.74 752.939 4146.39 396.933 3929.50 834.276 301 4186.98 753.412 4128.29 396.921 4266.00 834.276 302 4534.15 753.484 4167.22 396.840 4861.00 834.276 303 3190.90 752.345 3875.23 397.671 2465.00 834.276 304 4395.96 756.502 4190.58 397.761 4071.50 834.276 305 4721.24 747.038 4297.04 396.089 4601.50 834.276 306 3569.77 755.062 4021.73 397.707 3334.00 834.276 307 3866.07 742.036 4159.02 396.057 3994.00 834.276 308 3423.68 752.845 3946.66 396.929 3404.00 834.276 309 3482.12 742.293 3917.03 396.066 2595.00 834.276 310 4067.84 742.797 4189.87 396.061 4263.50 834.276 311 4411.70 742.701 4200.87 396.064 4598.50 834.276 312 4587.73 763.245 4289.38 396.375 5062.50 834.276 313 2897.72 756.851 3715.38 396.948 3198.00 834.276 314 4086.67 746.036 4203.07 396.085 4599.50 834.276 315 4260.83 753.485 4251.24 396.931 4537.00 834.276 316 2918.74 742.552 3737.23 395.966 3436.50 834.276 317 3291.59 741.154 4034.95 396.055 3664.00 834.276 318 4195.12 743.398 4268.86 396.060 3726.00 834.276 319 5343.29 752.755 4419.41 397.752 5131.50 834.276 320 4089.07 748.485 4174.86 396.086 3604.50 834.276 321 4136.35 742.693 4276.59 396.059 4468.00 834.276 322 4295.01 754.006 4144.69 396.923 3390.50 834.276 323 4120.10 742.778 4079.39 396.050 3266.00 834.276 324 3431.35 743.113 4074.33 396.060 3865.50 834.276 325 3231.50 745.744 3909.61 396.086 3066.50 834.276 326 3290.25 754.194 4008.20 396.926 3500.00 834.276 327 3725.12 742.560 4122.78 396.063 3802.50 834.276 328 4926.07 742.122 4430.30 396.058 5261.50 834.276 329 4235.53 753.737 4074.26 396.924 3464.00 834.276 330 3909.44 741.143 4155.85 396.064 3464.50 834.276 331 5151.95 741.395 4371.65 396.056 4326.50 834.276 332 3980.04 742.245 4143.12 396.053 3925.50 834.276 333 4977.54 741.801 4474.86 396.062 5000.50 834.276 334 4890.13 742.022 4401.15 396.063 5001.50 834.276 335 4944.12 746.133 4363.78 396.067 4864.50 834.276 336 3979.45 743.270 4041.25 396.059 3135.50 834.276 337 2868.03 756.846 3700.73 396.951 2799.50 834.276 338 3703.06 743.745 4069.62 396.059 3403.00 834.276 339 3137.48 745.511 3856.00 396.057 2599.50 834.276 340 5023.69 757.658 4513.15 396.943 5796.50 834.276 341 4265.75 748.720 4103.10 396.094 4004.00 834.276 342 3965.97 741.840 4140.51 396.063 4331.50 834.276 343 3783.07 742.608 4131.48 396.055 3267.00 834.276 344 3391.46 746.106 3886.14 396.065 2994.50 834.276 345 2150.68 752.863 3502.72 396.844 2142.00 834.276 346 4832.69 755.140 4228.18 396.921 4506.00 834.276 347 2952.82 746.035 3905.24 396.076 3398.50 834.276 348 4459.97 741.967 4270.57 395.992 4194.50 834.276 349 3500.54 741.905 4062.72 396.059 3672.00 834.276 350 3865.21 741.251 3977.18 396.054 4069.50 834.276 351 3289.09 752.051 3963.28 397.747 3196.00 834.276 352 3542.22 761.863 3927.87 396.489 3452.00 834.276 353 4137.83 745.653 4141.28 396.075 3732.50 834.276 354 3535.67 747.965 3884.13 396.079 3531.00 834.276 355 4077.21 741.923 4295.04 396.065 4594.00 834.276 356 3957.50 752.634 4063.86 397.757 4201.00 834.276 357 3866.01 742.375 4081.62 396.054 4203.00 834.276 358 4546.62 743.064 4358.04 396.061 5137.00 834.276 359 3250.87 753.807 3896.21 397.761 3067.50 834.276 360 3516.26 741.595 4040.86 395.995 3531.50 834.276 Av.SE = 746.896 396.420 834.276 Av.SED = 1050.220 552.516 1179.844 Av.LSD5%: 2065.414 1086.606 2320.297 Av.LSD1%: 2719.764 1430.857 3055.363 CV% = 28.85 27.79 28.41 .........................................................................................................