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 58 min (Program codes updated: 15 December 2015, Amman, Jordan) Summary of the spatial analysis of the data from similar trials conducted in Incomplete 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 Piepho, H.-P. and J. Möhring (2007).Computing heritability and selection response from unbalanced plant breeding trials. Genetics 177: 1881-1888. Cullis, B.R., Smith, A., Coombes, N.(2006). On the design of early generation variety trials with correlated data. Journal of Agricultural, Biological and Environmental Statistics, 11: 381-393. 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,Lat,LtAr,LtArAr,RcL,RcLAr,RcLArAr LtL,LtLAr,LtLArAr, RcCS,RcCSAr,RcCSArAr,LtCS,LtCSAr,LtCSArAr ModelNo = 1, 2,...18 in above sequence (also BestModelNo) The texts in the ModelTitle stand for following features combined: Rcb/Rc = Randomized complete block design (also RCBD) Lat/Lt = Lattice or incomplete block design (Replication effects plus incomplete block effects within replications) 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 h2C = heritability from Cullis et al. (2006); mean basis and broad sense h2_Ad_hoc = heritability from Piepho & Möhring (2007); mean basis and broad sense 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 SeBlupMn = 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 incomplete blocks per replications = 36 No. of genotypes = 360 No. of plots in each trial = 720 Variables analyzed : gy , ph Best model searched from : Rcb,RcAr,RcArAr,Lat,LtAr,LtArAr,RcL,RcLAr,RcLArAr,LtL,LtLAr,LtLArAr, RcCS,RcCSAr,RcCSArAr,LtCS,LtCSAr,LtCSArAr 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 h2C h2_Ad_hoc 4 gy 12 LtLArAr 125.67 0.540 0.038 0.701 0.032 0.707 0.704 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) LtLArAr 0 359.0 51030 4599 354.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) LtLArAr 59439 6532 50639 4249 712.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 648.69 64.92 55.23 44.06 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 1069.12 180.524 941.02 149.977 978.00 188.601 2 983.50 182.177 901.94 151.176 982.00 188.601 3 968.99 181.321 891.29 150.304 1044.00 188.601 4 715.05 181.320 681.18 150.535 745.50 188.601 5 1019.79 180.529 892.51 149.984 962.50 188.601 6 760.81 181.308 725.98 150.521 839.00 188.601 7 523.80 180.905 571.61 150.170 645.50 188.601 8 930.05 181.889 865.67 150.812 827.00 188.601 9 962.78 180.491 862.74 149.966 957.00 188.601 10 1178.13 180.464 1018.97 149.915 1171.50 188.601 11 769.15 180.732 743.11 150.021 831.50 188.601 12 952.76 180.523 883.59 149.988 865.50 188.601 13 799.60 180.527 754.83 149.976 831.00 188.601 14 678.39 180.836 647.14 150.145 657.00 188.601 15 641.43 180.355 638.89 149.885 591.50 188.601 16 771.60 180.886 733.38 150.172 911.00 188.601 17 1003.00 181.057 905.62 150.165 1117.00 188.601 18 760.15 180.527 730.41 149.959 862.50 188.601 19 1118.09 181.376 956.69 150.340 1090.50 188.601 20 603.08 180.527 625.70 149.987 501.00 188.601 21 468.38 181.383 560.65 150.562 571.00 188.601 22 1029.98 181.293 914.29 150.524 995.00 188.601 23 1315.58 180.485 1129.35 149.953 1336.00 188.601 24 752.16 180.577 709.02 149.987 803.50 188.601 25 971.61 180.564 877.17 149.996 909.50 188.601 26 775.58 180.527 748.95 149.969 723.00 188.601 27 1022.35 180.423 907.14 149.919 1040.50 188.601 28 796.29 180.476 747.47 149.966 811.00 188.601 29 637.20 180.500 654.25 149.964 642.50 188.601 30 942.34 180.757 823.54 150.016 923.50 188.601 31 661.97 180.452 666.55 149.952 716.50 188.601 32 777.34 180.434 741.58 149.945 831.50 188.601 33 1008.07 180.543 879.45 149.989 975.00 188.601 34 820.52 181.888 778.65 150.581 811.00 188.601 35 809.37 182.127 742.42 150.879 881.00 188.601 36 770.25 180.664 725.81 150.039 780.00 188.601 37 1221.63 181.705 1053.48 150.480 1259.50 188.601 38 637.34 180.675 651.28 150.038 723.50 188.601 39 641.27 180.600 655.42 149.999 737.00 188.601 40 729.67 180.907 700.97 150.154 643.00 188.601 41 1039.86 180.638 952.53 150.042 1021.50 188.601 42 920.10 181.272 819.64 150.313 964.00 188.601 43 711.22 180.630 722.58 150.016 876.00 188.601 44 748.77 180.501 726.83 149.958 664.50 188.601 45 892.02 180.436 835.62 149.951 989.50 188.601 46 1096.09 181.610 963.26 150.432 998.50 188.601 47 841.48 180.416 751.02 149.935 773.00 188.601 48 940.82 181.124 826.45 150.242 844.00 188.601 49 698.21 180.459 674.88 149.948 618.50 188.601 50 566.78 181.130 598.56 150.297 561.50 188.601 51 852.28 180.954 813.85 150.194 897.50 188.601 52 960.29 180.711 862.82 150.039 916.00 188.601 53 952.46 180.448 858.04 149.953 1005.00 188.601 54 759.25 180.463 724.52 149.957 764.50 188.601 55 1032.16 181.811 919.00 150.552 1023.00 188.601 56 874.74 180.684 817.74 150.015 792.50 188.601 57 1123.40 180.653 965.93 150.021 1134.00 188.601 58 983.91 180.545 893.66 149.978 1032.50 188.601 59 1185.21 181.561 1021.57 150.650 1289.00 188.601 60 796.01 180.821 734.94 150.081 612.50 188.601 61 940.23 181.062 849.77 150.212 774.00 188.601 62 865.06 181.641 808.76 150.700 742.00 188.601 63 830.02 180.399 774.81 149.923 785.50 188.601 64 957.93 182.262 835.50 150.946 977.00 188.601 65 1095.89 180.649 973.66 150.006 1105.50 188.601 66 1123.07 180.585 1009.00 149.978 1062.00 188.601 67 584.58 181.034 600.97 150.221 373.00 188.601 68 914.00 180.509 826.07 149.944 850.00 188.601 69 578.06 181.007 620.76 150.190 576.50 188.601 70 352.69 180.372 468.67 149.915 416.50 188.601 71 922.98 181.508 836.16 150.663 934.50 188.601 72 773.65 180.803 773.26 150.130 688.50 188.601 73 684.75 180.458 698.26 149.954 771.00 188.601 74 747.45 182.279 707.03 151.224 814.50 188.601 75 1032.72 181.154 935.36 150.471 941.50 188.601 76 766.41 180.911 743.29 150.163 715.50 188.601 77 407.66 181.424 466.68 150.579 485.50 188.601 78 840.44 181.628 794.39 150.674 912.00 188.601 79 1050.74 181.134 956.40 150.474 1069.00 188.601 80 1064.52 181.267 929.47 150.520 1009.50 188.601 81 742.06 181.065 742.66 150.153 859.50 188.601 82 941.63 181.484 828.82 150.590 817.50 188.601 83 1048.27 180.800 947.57 150.138 1081.00 188.601 84 799.15 181.411 739.53 150.338 728.00 188.601 85 853.44 181.407 786.63 150.345 841.00 188.601 86 1022.23 181.136 883.94 150.269 977.50 188.601 87 778.07 180.482 729.78 149.963 871.50 188.601 88 453.77 180.571 505.97 150.016 345.00 188.601 89 771.67 180.653 740.75 150.031 965.00 188.601 90 941.06 181.188 830.18 150.313 998.50 188.601 91 100.68 180.562 248.43 149.986 204.00 188.601 92 482.05 180.473 530.23 149.960 450.00 188.601 93 226.10 180.754 381.20 150.077 57.50 188.601 94 480.54 181.203 538.22 150.281 355.00 188.601 95 179.34 180.496 313.15 149.960 217.50 188.601 96 8.56 181.171 205.12 150.470 4.50 188.601 97 422.86 180.553 454.02 149.990 320.00 188.601 98 290.40 180.419 359.06 149.932 218.50 188.601 99 114.60 180.453 242.76 149.893 5.00 188.601 100 477.67 180.530 519.40 149.957 461.50 188.601 101 65.14 181.232 252.23 150.297 63.50 188.601 102 313.78 180.557 395.45 149.991 237.50 188.601 103 295.91 180.835 382.19 150.145 281.50 188.601 104 174.31 180.732 308.91 150.055 138.50 188.601 105 148.77 181.258 251.80 150.511 28.50 188.601 106 623.77 181.521 622.55 150.382 601.00 188.601 107 698.79 182.102 688.18 150.900 570.00 188.601 108 459.45 180.899 479.38 150.110 540.00 188.601 109 107.37 180.426 269.13 149.926 186.50 188.601 110 227.85 181.150 336.66 150.475 165.00 188.601 111 562.17 182.170 554.85 150.890 544.50 188.601 112 380.42 180.794 458.18 150.133 370.00 188.601 113 507.56 180.755 540.33 150.069 580.00 188.601 114 177.27 181.014 292.55 150.201 13.00 188.601 115 213.94 180.635 343.60 149.998 329.00 188.601 116 791.04 181.934 726.95 150.532 686.50 188.601 117 411.00 181.237 477.98 150.499 418.50 188.601 118 185.16 180.789 339.99 150.084 368.50 188.601 119 686.25 181.059 647.24 150.449 589.50 188.601 120 215.84 180.964 367.19 150.183 208.00 188.601 121 294.86 180.757 379.12 150.097 300.00 188.601 122 713.86 181.732 682.50 150.491 719.00 188.601 123 175.35 180.609 330.73 150.009 277.00 188.601 124 462.52 181.232 505.36 150.507 474.50 188.601 125 148.03 180.731 287.66 150.001 223.50 188.601 126 11.56 181.222 199.02 150.497 161.50 188.601 127 430.26 180.891 497.22 150.113 550.00 188.601 128 -85.44 180.963 135.05 150.177 20.00 188.601 129 658.38 180.520 643.90 149.967 648.50 188.601 130 288.39 180.547 400.81 149.980 250.00 188.601 131 147.89 181.125 333.06 150.480 166.00 188.601 132 455.32 181.092 525.12 150.462 486.50 188.601 133 590.56 180.416 604.09 149.903 584.00 188.601 134 409.32 180.429 523.47 149.931 469.00 188.601 135 178.56 180.717 306.59 150.037 113.50 188.601 136 338.45 181.642 407.00 150.695 369.50 188.601 137 287.97 180.513 422.81 149.975 141.00 188.601 138 535.00 180.867 588.38 150.152 555.00 188.601 139 682.54 180.747 670.11 150.064 842.00 188.601 140 391.17 181.286 483.13 150.520 317.00 188.601 141 312.29 180.819 425.72 150.082 383.50 188.601 142 623.04 180.689 608.53 150.051 606.50 188.601 143 378.80 180.507 478.80 149.978 490.50 188.601 144 311.17 180.464 445.61 149.949 245.00 188.601 145 613.32 180.530 631.35 149.970 670.50 188.601 146 337.38 180.820 427.23 150.127 326.00 188.601 147 278.38 180.593 369.65 149.989 302.00 188.601 148 7.38 180.633 223.37 150.030 152.00 188.601 149 11.19 180.809 189.25 150.134 173.00 188.601 150 160.64 180.578 304.08 150.018 54.00 188.601 151 -102.31 181.905 106.16 150.544 27.50 188.601 152 139.19 181.148 268.30 150.467 13.00 188.601 153 682.23 180.547 663.64 150.002 630.00 188.601 154 480.10 181.153 494.84 150.284 554.00 188.601 155 440.63 180.823 504.06 150.148 479.50 188.601 156 -57.11 180.478 161.36 149.965 18.00 188.601 157 397.48 181.576 495.67 150.381 514.50 188.601 158 271.73 181.561 365.16 150.400 227.50 188.601 159 421.75 180.812 491.31 150.104 431.00 188.601 160 672.25 180.632 668.99 150.012 794.00 188.601 161 288.32 180.736 373.42 150.055 210.00 188.601 162 215.11 181.635 346.82 150.452 359.50 188.601 163 237.10 180.666 335.96 150.016 143.00 188.601 164 73.74 180.424 236.69 149.933 82.50 188.601 165 874.92 181.072 797.23 150.435 847.00 188.601 166 350.72 181.435 443.00 150.382 488.00 188.601 167 116.58 181.815 270.31 150.535 3.00 188.601 168 258.66 181.331 378.47 150.540 283.50 188.601 169 139.02 180.482 298.72 149.956 142.50 188.601 170 655.03 180.612 671.61 150.006 634.00 188.601 171 360.16 182.400 418.27 151.231 363.50 188.601 172 -83.09 180.645 148.36 150.032 23.00 188.601 173 385.09 181.790 485.02 150.996 358.00 188.601 174 396.03 181.173 448.86 150.493 492.00 188.601 175 504.28 180.822 537.15 150.128 549.50 188.601 176 145.88 182.618 291.79 150.798 133.50 188.601 177 492.89 183.259 541.30 151.387 364.50 188.601 178 263.99 180.595 366.55 149.997 142.50 188.601 179 17.24 180.464 226.74 149.960 40.50 188.601 180 341.10 181.078 405.53 150.212 311.00 188.601 181 514.92 182.269 557.10 150.918 551.50 188.601 182 890.43 181.718 823.33 150.729 762.50 188.601 183 1018.79 180.498 909.56 149.969 1106.50 188.601 184 1192.66 181.725 1033.22 150.734 1054.00 188.601 185 954.22 182.002 875.40 150.849 1036.00 188.601 186 617.29 180.703 643.74 150.024 570.50 188.601 187 560.59 180.576 591.20 150.016 457.00 188.601 188 297.76 180.648 446.44 150.002 434.00 188.601 189 717.08 180.513 693.75 149.958 697.50 188.601 190 601.33 181.211 608.78 150.513 669.50 188.601 191 644.72 180.513 659.06 149.968 587.00 188.601 192 535.77 180.851 572.08 150.064 638.50 188.601 193 1026.30 181.601 944.39 150.425 1171.50 188.601 194 1234.28 181.268 1049.78 150.466 1206.50 188.601 195 563.86 181.173 584.98 150.239 571.00 188.601 196 684.20 180.514 666.44 149.971 723.00 188.601 197 812.97 181.562 764.40 150.434 964.50 188.601 198 933.04 180.936 866.09 150.155 946.50 188.601 199 550.49 181.255 575.74 150.289 541.50 188.601 200 689.71 181.445 663.26 150.418 761.50 188.601 201 597.07 180.467 612.62 149.941 499.00 188.601 202 475.99 181.329 524.43 150.553 588.50 188.601 203 622.89 180.798 624.95 150.083 719.00 188.601 204 944.92 181.222 838.34 150.494 911.50 188.601 205 424.11 181.441 499.88 150.605 611.00 188.601 206 860.25 181.459 806.56 150.358 961.00 188.601 207 535.68 181.667 566.85 150.447 617.00 188.601 208 1038.33 180.763 926.47 150.119 1051.00 188.601 209 812.51 180.664 746.87 150.037 935.50 188.601 210 406.54 181.728 486.88 150.541 477.50 188.601 211 448.98 180.452 524.00 149.955 524.50 188.601 212 594.79 180.503 611.83 149.965 612.00 188.601 213 1198.22 180.756 1042.31 150.037 1126.00 188.601 214 551.87 180.606 556.99 149.986 581.00 188.601 215 664.99 181.079 671.31 150.273 589.00 188.601 216 653.76 180.519 656.49 149.966 580.00 188.601 217 734.79 180.464 704.13 149.967 652.50 188.601 218 959.28 180.855 856.35 150.126 759.50 188.601 219 522.41 180.875 564.24 150.144 619.00 188.601 220 1173.60 180.692 998.09 150.047 1095.00 188.601 221 898.34 181.391 812.45 150.561 909.50 188.601 222 770.70 180.572 744.67 149.984 888.50 188.601 223 990.44 180.873 913.59 150.017 1057.50 188.601 224 539.61 180.790 531.57 150.119 577.00 188.601 225 611.55 180.625 649.02 150.022 734.50 188.601 226 1097.60 182.307 958.79 150.965 1153.00 188.601 227 870.04 181.242 777.76 150.501 870.00 188.601 228 862.79 180.771 813.03 150.053 1046.00 188.601 229 716.78 181.222 689.76 150.489 593.50 188.601 230 648.71 181.148 646.78 150.479 611.00 188.601 231 859.19 181.030 792.11 150.171 778.50 188.601 232 760.88 180.443 704.50 149.932 803.00 188.601 233 814.82 181.694 774.38 150.674 759.50 188.601 234 890.99 180.455 813.82 149.955 864.00 188.601 235 901.02 181.180 819.27 150.268 893.50 188.601 236 799.98 181.257 766.23 150.300 838.00 188.601 237 679.42 181.246 661.22 150.501 686.00 188.601 238 663.75 180.477 657.26 149.951 717.50 188.601 239 797.32 181.193 774.72 150.240 806.50 188.601 240 568.04 180.535 592.97 149.983 460.50 188.601 241 557.61 180.619 606.76 150.000 561.00 188.601 242 1067.36 180.414 949.03 149.926 1135.50 188.601 243 679.30 181.247 673.34 150.293 606.50 188.601 244 778.59 180.791 735.49 150.131 875.00 188.601 245 898.53 180.566 793.01 149.979 818.50 188.601 246 521.99 180.509 545.43 149.968 552.00 188.601 247 651.84 181.263 654.34 150.524 764.50 188.601 248 434.79 180.657 501.14 150.016 403.50 188.601 249 545.09 181.438 562.22 150.592 416.00 188.601 250 720.97 180.830 717.05 150.133 787.00 188.601 251 589.34 180.787 624.05 150.130 657.50 188.601 252 1246.75 180.510 1092.35 149.966 1287.00 188.601 253 882.60 181.017 792.40 150.193 1041.50 188.601 254 792.75 181.012 740.17 150.154 898.50 188.601 255 642.95 180.492 676.14 149.950 599.00 188.601 256 544.47 181.488 565.39 150.613 457.00 188.601 257 964.78 180.494 867.33 149.966 924.50 188.601 258 814.05 181.374 755.20 150.562 712.50 188.601 259 868.19 180.727 796.95 150.097 918.00 188.601 260 709.15 180.539 691.30 149.977 683.50 188.601 261 959.33 180.909 887.64 150.148 984.00 188.601 262 477.20 180.437 523.68 149.936 359.00 188.601 263 1161.85 180.942 1041.61 150.139 1177.00 188.601 264 486.12 180.566 547.62 149.976 385.00 188.601 265 586.96 182.885 624.93 151.253 484.00 188.601 266 1175.95 182.564 1011.95 151.308 1112.00 188.601 267 1076.96 180.775 950.58 150.082 1033.50 188.601 268 905.88 180.572 842.88 149.979 1030.50 188.601 269 651.71 180.640 669.40 150.066 528.00 188.601 270 971.95 180.658 887.65 150.015 830.50 188.601 271 895.70 180.452 836.79 149.928 827.50 188.601 272 491.18 180.511 552.73 149.977 371.00 188.601 273 670.69 180.582 650.08 149.992 621.50 188.601 274 806.73 181.424 764.08 150.375 777.00 188.601 275 902.19 180.499 828.77 149.962 869.50 188.601 276 776.17 180.910 725.27 150.128 884.50 188.601 277 952.03 180.622 861.14 150.031 834.50 188.601 278 697.76 180.812 663.45 150.133 676.00 188.601 279 736.79 180.512 697.11 149.969 677.50 188.601 280 817.75 180.868 732.62 150.104 750.00 188.601 281 541.37 180.565 546.55 149.987 453.00 188.601 282 375.63 180.617 448.63 149.998 346.00 188.601 283 484.70 182.079 534.91 150.880 655.00 188.601 284 953.88 180.595 861.20 149.983 1030.00 188.601 285 1050.44 180.542 918.97 149.966 982.00 188.601 286 654.19 180.894 664.99 150.138 863.50 188.601 287 461.05 180.660 520.74 150.031 443.00 188.601 288 948.99 180.487 881.85 149.959 990.00 188.601 289 66.15 181.230 234.72 150.282 47.00 188.601 290 806.44 180.491 762.54 149.958 828.00 188.601 291 605.63 180.511 630.52 149.969 702.00 188.601 292 400.21 180.677 480.89 149.997 289.50 188.601 293 992.44 181.432 879.31 150.391 888.50 188.601 294 540.46 181.599 583.40 150.709 555.00 188.601 295 523.52 180.821 569.52 150.136 446.00 188.601 296 1135.61 180.716 1026.53 150.045 1105.00 188.601 297 1180.59 180.510 1035.27 149.975 1155.50 188.601 298 459.53 180.860 536.76 150.131 319.00 188.601 299 678.75 181.193 701.19 150.283 734.00 188.601 300 605.54 181.185 640.80 150.492 604.00 188.601 301 645.65 181.549 651.10 150.666 668.00 188.601 302 608.97 181.570 595.28 150.649 570.00 188.601 303 548.96 181.533 555.22 150.402 358.50 188.601 304 711.67 181.267 689.70 150.291 729.00 188.601 305 588.47 181.019 627.31 150.128 530.00 188.601 306 477.12 181.710 532.62 150.432 534.00 188.601 307 620.22 180.449 655.81 149.948 694.50 188.601 308 269.63 181.304 358.16 150.525 274.50 188.601 309 708.57 180.450 684.48 149.950 631.00 188.601 310 561.50 180.694 571.99 150.038 589.50 188.601 311 783.82 180.647 788.69 150.030 922.00 188.601 312 565.62 182.178 589.45 150.720 504.50 188.601 313 379.44 181.622 436.67 150.645 196.00 188.601 314 793.93 180.589 746.10 149.999 847.00 188.601 315 1070.92 181.461 930.87 150.617 999.50 188.601 316 546.26 180.425 584.71 149.921 593.50 188.601 317 348.70 180.413 442.39 149.940 311.50 188.601 318 574.30 180.641 602.20 150.008 462.50 188.601 319 1130.67 181.262 961.71 150.300 1248.00 188.601 320 573.43 181.063 588.74 150.176 600.00 188.601 321 568.42 180.922 593.22 150.176 701.00 188.601 322 724.24 181.143 730.45 150.478 666.50 188.601 323 599.19 180.471 599.57 149.957 518.50 188.601 324 633.22 180.461 636.20 149.949 519.50 188.601 325 709.55 180.820 678.51 150.082 688.50 188.601 326 489.42 181.160 516.65 150.471 497.00 188.601 327 675.53 180.909 671.72 150.170 723.00 188.601 328 710.38 180.511 711.05 149.974 875.50 188.601 329 859.83 181.545 761.36 150.672 690.50 188.601 330 509.67 180.418 536.41 149.946 554.00 188.601 331 277.19 180.457 380.76 149.935 226.50 188.601 332 747.04 180.810 758.78 150.096 783.00 188.601 333 1077.54 180.460 944.21 149.957 1060.50 188.601 334 230.27 180.557 371.25 149.985 343.50 188.601 335 1119.67 180.824 965.60 150.062 1008.00 188.601 336 640.73 180.425 625.74 149.928 613.50 188.601 337 494.00 181.408 528.92 150.559 418.50 188.601 338 569.87 180.538 603.98 149.966 678.50 188.601 339 334.82 180.613 461.15 149.979 322.50 188.601 340 970.27 181.298 899.26 150.504 1074.00 188.601 341 789.78 181.607 781.87 150.442 774.50 188.601 342 859.02 181.166 823.92 150.260 832.50 188.601 343 670.15 180.890 659.91 150.138 714.50 188.601 344 531.11 180.645 548.16 150.008 431.50 188.601 345 271.41 181.054 370.94 150.429 227.00 188.601 346 476.05 181.292 542.85 150.518 547.00 188.601 347 368.20 180.690 459.64 150.006 415.00 188.601 348 580.12 180.546 620.62 149.947 602.00 188.601 349 836.49 180.627 756.42 150.013 769.50 188.601 350 751.24 180.768 729.43 150.079 756.00 188.601 351 652.64 181.228 637.73 150.293 595.00 188.601 352 699.85 182.252 674.58 150.605 658.50 188.601 353 288.86 181.030 381.56 150.143 174.00 188.601 354 670.75 180.901 667.22 150.074 752.50 188.601 355 522.53 180.726 558.36 150.067 643.00 188.601 356 613.50 181.178 641.24 150.268 649.00 188.601 357 692.55 180.724 682.68 150.094 717.50 188.601 358 692.56 180.983 675.32 150.195 786.00 188.601 359 592.34 181.714 632.44 150.510 502.00 188.601 360 501.73 180.759 520.16 150.100 268.50 188.601 Av.SE: 180.961 150.212 188.601 Av.SED: 223.353 186.495 250.383 Av.LSD5%: 439.266 366.777 492.407 Av.LSD1%: 578.438 482.982 648.400 CV%: 34.82 34.69 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 h2C h2_Ad_hoc 4 ph 13 RcCS 104.61 0.312 0.050 0.476 0.058 0.468 0.486 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) RcCS 0 359.0 29.75 2.266 345.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) RcCS 14.21 2.616 31.26 2.411 700.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 34.57 15.52 13.20 10.53 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 31.30 2.373 347.0 ***** Predicted means and standard errors ***** Genotype BlueMn SeBlueMn BlupMn SeBlupMn UnadMn SeUnadMn 1 42.96 4.001 38.13 2.808 41.50 4.070 2 33.58 4.001 33.68 2.807 33.00 4.070 3 41.91 3.990 37.93 2.808 42.50 4.070 4 43.34 4.014 38.25 2.809 41.50 4.070 5 34.76 4.007 34.20 2.809 33.00 4.070 6 32.95 4.002 33.46 2.808 33.00 4.070 7 39.05 4.004 36.26 2.808 38.50 4.070 8 44.18 3.994 38.82 2.809 42.50 4.070 9 35.99 4.020 34.68 2.808 35.00 4.070 10 34.96 3.998 34.34 2.807 34.00 4.070 11 44.73 4.016 38.88 2.808 44.00 4.070 12 34.34 3.988 34.19 2.808 33.00 4.070 13 41.37 3.987 37.61 2.807 41.50 4.070 14 31.08 4.001 32.49 2.807 30.50 4.070 15 34.16 4.019 33.80 2.808 33.00 4.070 16 32.97 4.012 33.33 2.808 32.50 4.070 17 39.51 4.012 36.52 2.809 39.50 4.070 18 31.84 3.995 32.93 2.807 31.50 4.070 19 38.91 4.032 36.03 2.809 38.00 4.070 20 35.40 3.991 34.63 2.808 34.00 4.070 21 23.02 3.993 28.85 2.809 23.50 4.070 22 36.97 4.009 35.21 2.808 35.50 4.070 23 40.02 3.973 37.14 2.806 40.00 4.070 24 39.60 4.014 36.43 2.808 38.00 4.070 25 34.40 3.991 34.15 2.808 33.00 4.070 26 37.21 3.995 35.44 2.807 36.00 4.070 27 36.64 3.988 35.30 2.807 36.50 4.070 28 33.77 4.011 33.68 2.808 33.00 4.070 29 36.77 4.011 35.11 2.808 36.00 4.070 30 39.03 3.981 36.51 2.806 38.50 4.070 31 36.33 3.978 35.33 2.806 36.50 4.070 32 33.07 3.993 33.56 2.807 33.00 4.070 33 31.59 4.004 32.70 2.808 30.00 4.070 34 45.04 4.053 38.84 2.809 43.50 4.070 35 41.10 4.020 37.23 2.809 41.00 4.070 36 35.91 4.004 34.78 2.809 34.00 4.070 37 38.82 4.027 36.00 2.809 37.00 4.070 38 34.10 4.009 34.02 2.810 34.50 4.070 39 33.60 4.009 33.78 2.810 34.00 4.070 40 28.51 3.985 31.42 2.807 27.50 4.070 41 37.91 4.004 35.74 2.809 36.00 4.070 42 36.73 3.993 35.25 2.807 36.00 4.070 43 35.05 3.991 34.60 2.808 35.50 4.070 44 37.08 3.978 35.63 2.806 36.50 4.070 45 39.02 4.005 36.21 2.807 38.00 4.070 46 37.67 4.015 35.57 2.810 35.50 4.070 47 32.49 4.020 32.99 2.808 31.00 4.070 48 42.92 3.990 38.27 2.808 41.50 4.070 49 36.68 4.005 35.09 2.808 35.50 4.070 50 34.13 3.989 34.06 2.807 33.50 4.070 51 28.59 3.984 31.62 2.807 29.00 4.070 52 40.78 4.000 37.13 2.809 39.00 4.070 53 37.74 3.992 35.78 2.807 37.50 4.070 54 38.08 4.028 35.61 2.809 36.50 4.070 55 39.39 4.023 36.31 2.809 37.50 4.070 56 37.28 3.997 35.49 2.809 35.50 4.070 57 42.41 4.006 37.94 2.809 42.50 4.070 58 40.18 4.006 36.78 2.808 39.50 4.070 59 40.04 3.986 36.97 2.807 40.00 4.070 60 33.16 4.009 33.47 2.810 31.00 4.070 61 30.61 4.005 32.27 2.810 28.50 4.070 62 39.80 4.015 36.54 2.809 38.00 4.070 63 45.49 4.020 39.18 2.808 44.00 4.070 64 36.63 4.042 34.87 2.809 35.00 4.070 65 36.15 4.023 34.73 2.808 34.50 4.070 66 43.81 3.998 38.60 2.808 43.50 4.070 67 34.68 3.994 34.30 2.809 33.00 4.070 68 38.85 3.981 36.42 2.807 38.00 4.070 69 29.38 4.004 31.63 2.808 28.00 4.070 70 38.78 3.980 36.49 2.806 39.00 4.070 71 32.99 3.997 33.42 2.807 32.00 4.070 72 31.29 3.999 32.58 2.807 30.00 4.070 73 33.34 3.995 33.64 2.807 33.00 4.070 74 35.97 4.012 34.76 2.808 35.50 4.070 75 34.66 4.019 34.04 2.808 33.50 4.070 76 38.57 3.984 36.26 2.807 37.50 4.070 77 40.82 4.000 37.23 2.809 41.00 4.070 78 35.67 3.987 34.86 2.807 35.50 4.070 79 41.51 3.978 37.73 2.806 41.00 4.070 80 34.34 4.014 33.96 2.809 32.50 4.070 81 35.24 4.010 34.62 2.811 36.00 4.070 82 35.78 4.000 34.75 2.809 34.00 4.070 83 34.43 3.983 34.28 2.807 33.50 4.070 84 40.71 4.035 36.84 2.809 39.00 4.070 85 32.29 4.042 32.81 2.809 31.00 4.070 86 38.76 3.985 36.31 2.807 38.00 4.070 87 35.31 3.998 34.56 2.808 35.00 4.070 88 34.36 4.005 34.03 2.809 32.50 4.070 89 37.73 4.010 35.73 2.809 38.00 4.070 90 41.09 3.991 37.36 2.807 40.50 4.070 91 29.50 3.987 31.93 2.807 29.50 4.070 92 31.75 3.994 32.86 2.807 30.50 4.070 93 34.60 4.009 34.14 2.810 32.50 4.070 94 37.44 4.000 35.57 2.810 35.50 4.070 95 38.08 3.985 36.00 2.806 37.50 4.070 96 1.22 5.549 24.13 3.198 1.94 5.680 97 43.56 4.016 38.30 2.808 42.00 4.070 98 31.72 4.003 32.75 2.807 30.50 4.070 99 * * * * * * 100 36.21 3.995 34.96 2.807 35.00 4.070 101 30.71 4.035 32.08 2.809 29.00 4.070 102 32.29 3.980 33.32 2.807 31.50 4.070 103 37.92 3.973 36.15 2.806 38.00 4.070 104 23.37 3.982 29.07 2.807 22.50 4.070 105 20.39 5.551 30.04 3.198 19.06 5.680 106 36.66 4.038 34.92 2.809 35.50 4.070 107 48.19 4.007 40.64 2.811 46.00 4.070 108 36.59 4.003 35.16 2.808 36.50 4.070 109 25.88 3.993 30.10 2.807 25.50 4.070 110 32.62 3.992 33.29 2.807 31.50 4.070 111 25.07 4.003 29.65 2.810 23.00 4.070 112 38.66 3.997 36.13 2.807 38.00 4.070 113 35.28 3.990 34.63 2.807 35.00 4.070 114 * * * * * * 115 36.51 3.988 35.35 2.808 37.00 4.070 116 40.79 4.015 37.07 2.811 38.50 4.070 117 39.38 3.974 36.83 2.806 39.50 4.070 118 39.10 4.009 36.40 2.810 39.50 4.070 119 35.62 3.975 35.00 2.806 35.50 4.070 120 24.47 3.977 29.68 2.806 24.00 4.070 121 40.12 3.999 36.81 2.807 39.50 4.070 122 40.63 3.989 37.15 2.807 40.00 4.070 123 33.45 4.002 33.69 2.808 33.50 4.070 124 38.69 4.021 35.96 2.808 37.00 4.070 125 29.24 3.981 31.93 2.807 29.50 4.070 126 31.47 3.989 32.85 2.807 31.50 4.070 127 28.30 3.991 31.35 2.808 28.50 4.070 128 31.73 5.551 33.71 3.198 32.94 5.680 129 44.75 4.027 38.80 2.808 43.50 4.070 130 35.58 3.978 34.91 2.806 35.00 4.070 131 23.86 3.981 29.35 2.807 24.00 4.070 132 36.38 3.976 35.37 2.806 36.50 4.070 133 43.79 4.023 38.36 2.808 42.50 4.070 134 36.22 3.979 35.29 2.806 36.50 4.070 135 36.28 4.000 34.98 2.809 34.50 4.070 136 35.29 4.015 34.45 2.809 35.00 4.070 137 35.77 3.989 34.83 2.807 34.50 4.070 138 44.84 3.975 39.40 2.806 44.50 4.070 139 42.23 4.010 37.87 2.809 42.50 4.070 140 40.20 4.016 36.69 2.808 39.00 4.070 141 35.44 4.000 34.73 2.809 36.00 4.070 142 44.73 3.980 39.27 2.807 44.00 4.070 143 40.49 3.998 37.06 2.808 40.50 4.070 144 39.44 3.975 36.83 2.806 39.50 4.070 145 44.89 3.994 39.20 2.808 45.00 4.070 146 34.95 4.000 34.36 2.807 34.50 4.070 147 22.68 4.005 28.43 2.808 21.50 4.070 148 21.56 3.999 28.10 2.809 22.00 4.070 149 20.33 4.010 27.34 2.808 20.00 4.070 150 12.91 4.004 23.83 2.809 11.00 4.070 151 28.89 5.623 32.36 3.201 29.06 5.680 152 19.92 5.573 29.62 3.199 17.94 5.680 153 40.66 3.994 37.12 2.808 39.00 4.070 154 40.76 3.999 37.31 2.810 41.50 4.070 155 38.33 4.010 35.91 2.808 38.00 4.070 156 19.93 5.550 29.85 3.197 19.06 5.680 157 41.93 4.015 37.76 2.811 42.50 4.070 158 30.97 4.020 32.33 2.809 29.00 4.070 159 37.13 3.999 35.37 2.807 36.00 4.070 160 38.40 3.994 36.20 2.809 39.00 4.070 161 37.78 4.000 35.70 2.809 36.00 4.070 162 44.06 4.015 38.75 2.810 44.50 4.070 163 27.05 3.998 30.59 2.808 25.50 4.070 164 25.73 5.551 31.84 3.198 26.94 5.680 165 46.63 3.977 40.20 2.806 46.50 4.070 166 39.83 4.017 36.68 2.810 40.00 4.070 167 * * * * * * 168 31.67 3.991 32.97 2.808 32.00 4.070 169 25.12 3.975 30.00 2.806 25.00 4.070 170 42.22 4.019 37.66 2.809 40.50 4.070 171 34.29 3.999 34.01 2.807 33.00 4.070 172 25.23 5.578 31.30 3.199 25.06 5.680 173 34.66 3.981 34.46 2.806 34.50 4.070 174 36.63 3.999 35.20 2.808 36.50 4.070 175 23.45 4.000 28.88 2.807 23.00 4.070 176 37.27 3.991 35.53 2.807 36.50 4.070 177 46.45 4.018 39.77 2.812 44.00 4.070 178 23.81 4.006 29.00 2.809 22.00 4.070 179 22.77 4.011 28.45 2.808 22.00 4.070 180 35.38 4.004 34.49 2.808 34.00 4.070 181 24.16 4.038 28.97 2.809 23.00 4.070 182 33.18 3.994 33.59 2.809 31.50 4.070 183 28.70 4.032 31.14 2.809 27.50 4.070 184 33.92 3.990 33.99 2.808 32.50 4.070 185 30.76 3.999 32.55 2.810 31.50 4.070 186 38.34 4.014 35.87 2.809 36.50 4.070 187 37.16 3.994 35.46 2.808 35.50 4.070 188 29.78 4.005 31.95 2.809 30.00 4.070 189 33.90 3.979 34.14 2.806 34.00 4.070 190 31.69 4.009 32.78 2.808 31.50 4.070 191 32.74 3.975 33.61 2.806 32.50 4.070 192 32.97 3.990 33.65 2.808 33.50 4.070 193 35.64 4.011 34.82 2.811 36.50 4.070 194 39.71 3.980 36.86 2.806 39.00 4.070 195 40.05 3.992 36.88 2.808 38.50 4.070 196 31.21 3.980 32.81 2.806 30.50 4.070 197 31.56 4.015 32.80 2.810 32.00 4.070 198 34.34 3.975 34.40 2.806 34.00 4.070 199 35.45 3.986 34.72 2.807 34.50 4.070 200 32.94 3.988 33.68 2.808 33.50 4.070 201 31.88 3.976 33.21 2.806 31.50 4.070 202 28.02 3.993 31.23 2.809 28.50 4.070 203 35.10 4.009 34.50 2.810 35.50 4.070 204 35.58 3.987 34.76 2.807 34.50 4.070 205 31.98 4.009 33.03 2.810 32.50 4.070 206 33.22 4.002 33.71 2.810 34.00 4.070 207 32.34 3.994 33.34 2.809 33.00 4.070 208 39.49 3.997 36.52 2.807 38.50 4.070 209 35.57 3.982 34.98 2.807 36.00 4.070 210 31.88 4.023 32.78 2.809 31.50 4.070 211 34.67 3.996 34.28 2.808 34.50 4.070 212 37.38 3.993 35.58 2.807 37.00 4.070 213 29.35 3.981 31.90 2.807 28.50 4.070 214 28.99 4.020 31.34 2.808 28.00 4.070 215 27.13 3.989 30.73 2.807 26.50 4.070 216 33.44 3.991 33.70 2.807 32.50 4.070 217 32.48 3.994 33.20 2.808 31.00 4.070 218 41.31 4.006 37.33 2.809 39.50 4.070 219 32.42 3.973 33.54 2.806 32.50 4.070 220 31.91 4.000 32.91 2.809 30.00 4.070 221 37.73 3.996 35.80 2.808 38.00 4.070 222 32.34 3.995 33.16 2.807 32.00 4.070 223 35.24 3.981 34.78 2.807 35.50 4.070 224 31.13 3.999 32.51 2.807 30.00 4.070 225 31.98 3.996 33.10 2.809 32.50 4.070 226 33.69 4.016 33.79 2.810 34.00 4.070 227 29.60 3.990 31.93 2.807 29.50 4.070 228 35.51 4.012 34.61 2.809 35.50 4.070 229 35.21 3.995 34.49 2.807 34.00 4.070 230 29.82 3.976 32.27 2.806 30.00 4.070 231 30.74 4.010 32.31 2.811 28.50 4.070 232 37.70 4.016 35.50 2.808 36.50 4.070 233 35.98 4.001 34.85 2.810 34.00 4.070 234 25.93 4.011 29.93 2.808 24.50 4.070 235 31.28 4.029 32.39 2.809 29.50 4.070 236 32.95 3.983 33.63 2.807 33.00 4.070 237 31.33 3.996 32.64 2.807 30.50 4.070 238 37.89 3.985 35.92 2.806 37.50 4.070 239 27.42 3.990 30.89 2.808 26.00 4.070 240 26.51 3.999 30.31 2.808 25.00 4.070 241 29.03 3.980 31.80 2.806 29.00 4.070 242 31.23 4.016 32.46 2.808 30.50 4.070 243 28.21 4.035 30.89 2.809 26.50 4.070 244 34.58 4.001 34.16 2.807 34.00 4.070 245 40.00 4.036 36.49 2.809 38.50 4.070 246 23.33 3.996 28.83 2.807 22.50 4.070 247 30.01 3.988 32.26 2.808 30.50 4.070 248 31.26 3.987 32.72 2.807 30.00 4.070 249 37.23 3.995 35.49 2.809 35.50 4.070 250 35.21 3.985 34.66 2.807 35.00 4.070 251 29.71 3.985 32.04 2.807 29.50 4.070 252 40.79 3.998 37.12 2.807 40.00 4.070 253 31.41 3.990 32.93 2.808 32.00 4.070 254 35.74 4.010 34.86 2.811 36.50 4.070 255 27.58 3.987 30.95 2.807 26.50 4.070 256 32.41 4.000 33.15 2.809 30.50 4.070 257 36.88 3.976 35.61 2.806 37.00 4.070 258 31.03 3.991 32.56 2.808 29.50 4.070 259 33.92 3.973 34.25 2.806 34.00 4.070 260 36.92 3.995 35.31 2.808 35.50 4.070 261 34.05 3.986 34.20 2.807 34.50 4.070 262 24.26 3.978 29.53 2.806 24.00 4.070 263 27.20 3.983 30.94 2.807 27.50 4.070 264 36.01 3.977 35.15 2.806 35.50 4.070 265 35.28 3.975 34.89 2.806 35.50 4.070 266 34.13 4.012 33.85 2.808 32.50 4.070 267 39.69 3.995 36.64 2.807 39.00 4.070 268 32.70 3.994 33.36 2.807 32.50 4.070 269 34.95 3.986 34.48 2.807 34.00 4.070 270 35.81 4.006 34.71 2.809 34.00 4.070 271 40.75 3.983 37.31 2.806 40.50 4.070 272 35.35 3.992 34.59 2.808 34.00 4.070 273 33.54 4.032 33.44 2.809 32.00 4.070 274 44.51 4.018 38.80 2.809 42.50 4.070 275 29.03 4.016 31.38 2.808 28.00 4.070 276 38.09 4.003 35.87 2.808 38.00 4.070 277 33.73 3.995 33.83 2.809 32.00 4.070 278 40.17 3.987 37.00 2.807 40.00 4.070 279 34.53 3.986 34.30 2.807 34.00 4.070 280 29.49 3.983 31.93 2.807 28.50 4.070 281 36.23 3.981 35.16 2.806 35.50 4.070 282 33.70 4.016 33.60 2.808 32.50 4.070 283 44.51 4.025 38.77 2.809 44.00 4.070 284 39.43 3.992 36.62 2.808 39.50 4.070 285 42.62 3.992 38.05 2.807 41.50 4.070 286 34.74 4.010 34.39 2.811 35.50 4.070 287 32.93 4.011 33.32 2.809 31.00 4.070 288 39.24 4.013 36.25 2.808 38.00 4.070 289 35.11 3.973 34.80 2.806 35.00 4.070 290 27.98 3.982 31.24 2.806 27.50 4.070 291 34.81 4.008 34.18 2.808 33.50 4.070 292 30.22 3.996 32.12 2.809 28.50 4.070 293 37.15 3.986 35.58 2.807 36.00 4.070 294 36.92 4.017 35.20 2.809 36.50 4.070 295 38.76 3.985 36.31 2.807 38.00 4.070 296 40.72 3.996 37.12 2.809 39.00 4.070 297 41.77 4.001 37.61 2.808 41.50 4.070 298 35.74 4.010 34.69 2.811 33.50 4.070 299 40.29 4.042 36.62 2.809 39.00 4.070 300 43.73 4.004 38.53 2.808 43.50 4.070 301 33.28 3.975 33.94 2.806 33.50 4.070 302 34.40 3.993 34.14 2.807 33.50 4.070 303 31.72 4.015 32.75 2.811 29.50 4.070 304 36.16 4.038 34.68 2.809 35.00 4.070 305 37.47 4.004 35.53 2.810 35.50 4.070 306 35.81 4.015 34.86 2.811 36.50 4.070 307 33.58 3.993 33.73 2.807 32.50 4.070 308 34.14 3.987 34.08 2.807 33.00 4.070 309 41.55 4.003 37.44 2.807 40.50 4.070 310 32.10 3.996 33.14 2.809 32.50 4.070 311 36.28 4.005 35.05 2.809 36.50 4.070 312 30.78 3.975 32.75 2.806 31.00 4.070 313 39.48 4.001 36.52 2.810 37.50 4.070 314 41.40 3.979 37.71 2.806 41.50 4.070 315 33.86 3.998 33.86 2.809 32.00 4.070 316 44.71 3.979 39.25 2.806 44.50 4.070 317 32.00 3.977 33.26 2.806 32.00 4.070 318 29.35 3.992 31.74 2.808 28.00 4.070 319 40.91 4.032 36.98 2.809 40.00 4.070 320 46.31 3.988 39.90 2.807 46.00 4.070 321 37.87 3.992 35.99 2.808 38.50 4.070 322 31.21 3.979 32.83 2.806 31.00 4.070 323 37.53 3.988 35.67 2.807 36.50 4.070 324 38.32 3.977 36.23 2.806 38.00 4.070 325 42.02 4.004 37.83 2.810 42.50 4.070 326 46.02 4.005 39.54 2.807 45.00 4.070 327 33.95 3.983 34.11 2.807 34.00 4.070 328 35.97 3.990 35.08 2.808 36.50 4.070 329 29.81 3.984 32.06 2.807 29.00 4.070 330 31.39 4.003 32.60 2.807 30.50 4.070 331 25.42 3.991 29.90 2.807 25.00 4.070 332 36.17 3.980 35.26 2.807 36.50 4.070 333 40.72 4.003 37.03 2.807 39.50 4.070 334 35.86 3.981 35.06 2.807 36.00 4.070 335 49.10 3.997 41.10 2.808 47.50 4.070 336 36.89 4.003 35.22 2.807 36.00 4.070 337 31.46 3.991 32.76 2.808 30.00 4.070 338 48.96 4.041 40.74 2.809 47.50 4.070 339 30.56 3.975 32.59 2.806 30.50 4.070 340 37.08 3.978 35.65 2.806 37.00 4.070 341 40.44 3.988 37.26 2.808 41.00 4.070 342 38.07 3.982 36.17 2.807 38.50 4.070 343 35.45 4.000 34.59 2.807 35.00 4.070 344 40.54 4.032 36.77 2.809 39.00 4.070 345 40.44 3.983 37.15 2.806 40.00 4.070 346 42.93 3.992 38.29 2.808 43.00 4.070 347 36.01 3.978 35.12 2.806 35.50 4.070 348 33.28 3.980 33.87 2.806 33.50 4.070 349 44.34 3.988 38.95 2.808 43.00 4.070 350 40.45 3.978 37.27 2.806 40.50 4.070 351 34.74 4.032 34.02 2.809 33.00 4.070 352 30.90 3.993 32.47 2.807 30.00 4.070 353 31.22 3.989 32.65 2.807 30.00 4.070 354 36.67 3.980 35.50 2.807 37.00 4.070 355 30.52 4.004 32.35 2.810 31.00 4.070 356 35.08 4.047 34.11 2.809 33.50 4.070 357 41.08 4.001 37.25 2.807 40.50 4.070 358 39.47 4.012 36.43 2.808 39.00 4.070 359 36.93 4.021 35.15 2.809 35.00 4.070 360 31.99 3.983 33.12 2.807 31.00 4.070 Av.SE: 4.034 2.825 4.106 Av.SED: 5.485 3.888 5.557 Av.LSD5%: 10.788 7.646 10.930 Av.LSD1%: 14.207 10.069 14.393 CV%: 15.78 16.17 16.18 ......................................................................................................... ****** Genotypic variability and significance, and experimental error variability ***** Trial Variable BestModelNo. ModelTitle Eff% Herit_plot SE_Herit_plot Herit_mean SE_Herit_mean h2C h2_Ad_hoc 5 gy 12 LtLArAr 125.67 0.540 0.038 0.701 0.032 0.707 0.704 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) LtLArAr 0 359.0 51030 4599 354.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) LtLArAr 59439 6532 50639 4249 712.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 648.69 64.92 55.23 44.06 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 1069.12 180.524 941.02 149.977 978.00 188.601 2 983.50 182.177 901.94 151.176 982.00 188.601 3 968.99 181.321 891.29 150.304 1044.00 188.601 4 715.05 181.320 681.18 150.535 745.50 188.601 5 1019.79 180.529 892.51 149.984 962.50 188.601 6 760.81 181.308 725.98 150.521 839.00 188.601 7 523.80 180.905 571.61 150.170 645.50 188.601 8 930.05 181.889 865.67 150.812 827.00 188.601 9 962.78 180.491 862.74 149.966 957.00 188.601 10 1178.13 180.464 1018.97 149.915 1171.50 188.601 11 769.15 180.732 743.11 150.021 831.50 188.601 12 952.76 180.523 883.59 149.988 865.50 188.601 13 799.60 180.527 754.83 149.976 831.00 188.601 14 678.39 180.836 647.14 150.145 657.00 188.601 15 641.43 180.355 638.89 149.885 591.50 188.601 16 771.60 180.886 733.38 150.172 911.00 188.601 17 1003.00 181.057 905.62 150.165 1117.00 188.601 18 760.15 180.527 730.41 149.959 862.50 188.601 19 1118.09 181.376 956.69 150.340 1090.50 188.601 20 603.08 180.527 625.70 149.987 501.00 188.601 21 468.38 181.383 560.65 150.562 571.00 188.601 22 1029.98 181.293 914.29 150.524 995.00 188.601 23 1315.58 180.485 1129.35 149.953 1336.00 188.601 24 752.16 180.577 709.02 149.987 803.50 188.601 25 971.61 180.564 877.17 149.996 909.50 188.601 26 775.58 180.527 748.95 149.969 723.00 188.601 27 1022.35 180.423 907.14 149.919 1040.50 188.601 28 796.29 180.476 747.47 149.966 811.00 188.601 29 637.20 180.500 654.25 149.964 642.50 188.601 30 942.34 180.757 823.54 150.016 923.50 188.601 31 661.97 180.452 666.55 149.952 716.50 188.601 32 777.34 180.434 741.58 149.945 831.50 188.601 33 1008.07 180.543 879.45 149.989 975.00 188.601 34 820.52 181.888 778.65 150.581 811.00 188.601 35 809.37 182.127 742.42 150.879 881.00 188.601 36 770.25 180.664 725.81 150.039 780.00 188.601 37 1221.63 181.705 1053.48 150.480 1259.50 188.601 38 637.34 180.675 651.28 150.038 723.50 188.601 39 641.27 180.600 655.42 149.999 737.00 188.601 40 729.67 180.907 700.97 150.154 643.00 188.601 41 1039.86 180.638 952.53 150.042 1021.50 188.601 42 920.10 181.272 819.64 150.313 964.00 188.601 43 711.22 180.630 722.58 150.016 876.00 188.601 44 748.77 180.501 726.83 149.958 664.50 188.601 45 892.02 180.436 835.62 149.951 989.50 188.601 46 1096.09 181.610 963.26 150.432 998.50 188.601 47 841.48 180.416 751.02 149.935 773.00 188.601 48 940.82 181.124 826.45 150.242 844.00 188.601 49 698.21 180.459 674.88 149.948 618.50 188.601 50 566.78 181.130 598.56 150.297 561.50 188.601 51 852.28 180.954 813.85 150.194 897.50 188.601 52 960.29 180.711 862.82 150.039 916.00 188.601 53 952.46 180.448 858.04 149.953 1005.00 188.601 54 759.25 180.463 724.52 149.957 764.50 188.601 55 1032.16 181.811 919.00 150.552 1023.00 188.601 56 874.74 180.684 817.74 150.015 792.50 188.601 57 1123.40 180.653 965.93 150.021 1134.00 188.601 58 983.91 180.545 893.66 149.978 1032.50 188.601 59 1185.21 181.561 1021.57 150.650 1289.00 188.601 60 796.01 180.821 734.94 150.081 612.50 188.601 61 940.23 181.062 849.77 150.212 774.00 188.601 62 865.06 181.641 808.76 150.700 742.00 188.601 63 830.02 180.399 774.81 149.923 785.50 188.601 64 957.93 182.262 835.50 150.946 977.00 188.601 65 1095.89 180.649 973.66 150.006 1105.50 188.601 66 1123.07 180.585 1009.00 149.978 1062.00 188.601 67 584.58 181.034 600.97 150.221 373.00 188.601 68 914.00 180.509 826.07 149.944 850.00 188.601 69 578.06 181.007 620.76 150.190 576.50 188.601 70 352.69 180.372 468.67 149.915 416.50 188.601 71 922.98 181.508 836.16 150.663 934.50 188.601 72 773.65 180.803 773.26 150.130 688.50 188.601 73 684.75 180.458 698.26 149.954 771.00 188.601 74 747.45 182.279 707.03 151.224 814.50 188.601 75 1032.72 181.154 935.36 150.471 941.50 188.601 76 766.41 180.911 743.29 150.163 715.50 188.601 77 407.66 181.424 466.68 150.579 485.50 188.601 78 840.44 181.628 794.39 150.674 912.00 188.601 79 1050.74 181.134 956.40 150.474 1069.00 188.601 80 1064.52 181.267 929.47 150.520 1009.50 188.601 81 742.06 181.065 742.66 150.153 859.50 188.601 82 941.63 181.484 828.82 150.590 817.50 188.601 83 1048.27 180.800 947.57 150.138 1081.00 188.601 84 799.15 181.411 739.53 150.338 728.00 188.601 85 853.44 181.407 786.63 150.345 841.00 188.601 86 1022.23 181.136 883.94 150.269 977.50 188.601 87 778.07 180.482 729.78 149.963 871.50 188.601 88 453.77 180.571 505.97 150.016 345.00 188.601 89 771.67 180.653 740.75 150.031 965.00 188.601 90 941.06 181.188 830.18 150.313 998.50 188.601 91 100.68 180.562 248.43 149.986 204.00 188.601 92 482.05 180.473 530.23 149.960 450.00 188.601 93 226.10 180.754 381.20 150.077 57.50 188.601 94 480.54 181.203 538.22 150.281 355.00 188.601 95 179.34 180.496 313.15 149.960 217.50 188.601 96 8.56 181.171 205.12 150.470 4.50 188.601 97 422.86 180.553 454.02 149.990 320.00 188.601 98 290.40 180.419 359.06 149.932 218.50 188.601 99 114.60 180.453 242.76 149.893 5.00 188.601 100 477.67 180.530 519.40 149.957 461.50 188.601 101 65.14 181.232 252.23 150.297 63.50 188.601 102 313.78 180.557 395.45 149.991 237.50 188.601 103 295.91 180.835 382.19 150.145 281.50 188.601 104 174.31 180.732 308.91 150.055 138.50 188.601 105 148.77 181.258 251.80 150.511 28.50 188.601 106 623.77 181.521 622.55 150.382 601.00 188.601 107 698.79 182.102 688.18 150.900 570.00 188.601 108 459.45 180.899 479.38 150.110 540.00 188.601 109 107.37 180.426 269.13 149.926 186.50 188.601 110 227.85 181.150 336.66 150.475 165.00 188.601 111 562.17 182.170 554.85 150.890 544.50 188.601 112 380.42 180.794 458.18 150.133 370.00 188.601 113 507.56 180.755 540.33 150.069 580.00 188.601 114 177.27 181.014 292.55 150.201 13.00 188.601 115 213.94 180.635 343.60 149.998 329.00 188.601 116 791.04 181.934 726.95 150.532 686.50 188.601 117 411.00 181.237 477.98 150.499 418.50 188.601 118 185.16 180.789 339.99 150.084 368.50 188.601 119 686.25 181.059 647.24 150.449 589.50 188.601 120 215.84 180.964 367.19 150.183 208.00 188.601 121 294.86 180.757 379.12 150.097 300.00 188.601 122 713.86 181.732 682.50 150.491 719.00 188.601 123 175.35 180.609 330.73 150.009 277.00 188.601 124 462.52 181.232 505.36 150.507 474.50 188.601 125 148.03 180.731 287.66 150.001 223.50 188.601 126 11.56 181.222 199.02 150.497 161.50 188.601 127 430.26 180.891 497.22 150.113 550.00 188.601 128 -85.44 180.963 135.05 150.177 20.00 188.601 129 658.38 180.520 643.90 149.967 648.50 188.601 130 288.39 180.547 400.81 149.980 250.00 188.601 131 147.89 181.125 333.06 150.480 166.00 188.601 132 455.32 181.092 525.12 150.462 486.50 188.601 133 590.56 180.416 604.09 149.903 584.00 188.601 134 409.32 180.429 523.47 149.931 469.00 188.601 135 178.56 180.717 306.59 150.037 113.50 188.601 136 338.45 181.642 407.00 150.695 369.50 188.601 137 287.97 180.513 422.81 149.975 141.00 188.601 138 535.00 180.867 588.38 150.152 555.00 188.601 139 682.54 180.747 670.11 150.064 842.00 188.601 140 391.17 181.286 483.13 150.520 317.00 188.601 141 312.29 180.819 425.72 150.082 383.50 188.601 142 623.04 180.689 608.53 150.051 606.50 188.601 143 378.80 180.507 478.80 149.978 490.50 188.601 144 311.17 180.464 445.61 149.949 245.00 188.601 145 613.32 180.530 631.35 149.970 670.50 188.601 146 337.38 180.820 427.23 150.127 326.00 188.601 147 278.38 180.593 369.65 149.989 302.00 188.601 148 7.38 180.633 223.37 150.030 152.00 188.601 149 11.19 180.809 189.25 150.134 173.00 188.601 150 160.64 180.578 304.08 150.018 54.00 188.601 151 -102.31 181.905 106.16 150.544 27.50 188.601 152 139.19 181.148 268.30 150.467 13.00 188.601 153 682.23 180.547 663.64 150.002 630.00 188.601 154 480.10 181.153 494.84 150.284 554.00 188.601 155 440.63 180.823 504.06 150.148 479.50 188.601 156 -57.11 180.478 161.36 149.965 18.00 188.601 157 397.48 181.576 495.67 150.381 514.50 188.601 158 271.73 181.561 365.16 150.400 227.50 188.601 159 421.75 180.812 491.31 150.104 431.00 188.601 160 672.25 180.632 668.99 150.012 794.00 188.601 161 288.32 180.736 373.42 150.055 210.00 188.601 162 215.11 181.635 346.82 150.452 359.50 188.601 163 237.10 180.666 335.96 150.016 143.00 188.601 164 73.74 180.424 236.69 149.933 82.50 188.601 165 874.92 181.072 797.23 150.435 847.00 188.601 166 350.72 181.435 443.00 150.382 488.00 188.601 167 116.58 181.815 270.31 150.535 3.00 188.601 168 258.66 181.331 378.47 150.540 283.50 188.601 169 139.02 180.482 298.72 149.956 142.50 188.601 170 655.03 180.612 671.61 150.006 634.00 188.601 171 360.16 182.400 418.27 151.231 363.50 188.601 172 -83.09 180.645 148.36 150.032 23.00 188.601 173 385.09 181.790 485.02 150.996 358.00 188.601 174 396.03 181.173 448.86 150.493 492.00 188.601 175 504.28 180.822 537.15 150.128 549.50 188.601 176 145.88 182.618 291.79 150.798 133.50 188.601 177 492.89 183.259 541.30 151.387 364.50 188.601 178 263.99 180.595 366.55 149.997 142.50 188.601 179 17.24 180.464 226.74 149.960 40.50 188.601 180 341.10 181.078 405.53 150.212 311.00 188.601 181 514.92 182.269 557.10 150.918 551.50 188.601 182 890.43 181.718 823.33 150.729 762.50 188.601 183 1018.79 180.498 909.56 149.969 1106.50 188.601 184 1192.66 181.725 1033.22 150.734 1054.00 188.601 185 954.22 182.002 875.40 150.849 1036.00 188.601 186 617.29 180.703 643.74 150.024 570.50 188.601 187 560.59 180.576 591.20 150.016 457.00 188.601 188 297.76 180.648 446.44 150.002 434.00 188.601 189 717.08 180.513 693.75 149.958 697.50 188.601 190 601.33 181.211 608.78 150.513 669.50 188.601 191 644.72 180.513 659.06 149.968 587.00 188.601 192 535.77 180.851 572.08 150.064 638.50 188.601 193 1026.30 181.601 944.39 150.425 1171.50 188.601 194 1234.28 181.268 1049.78 150.466 1206.50 188.601 195 563.86 181.173 584.98 150.239 571.00 188.601 196 684.20 180.514 666.44 149.971 723.00 188.601 197 812.97 181.562 764.40 150.434 964.50 188.601 198 933.04 180.936 866.09 150.155 946.50 188.601 199 550.49 181.255 575.74 150.289 541.50 188.601 200 689.71 181.445 663.26 150.418 761.50 188.601 201 597.07 180.467 612.62 149.941 499.00 188.601 202 475.99 181.329 524.43 150.553 588.50 188.601 203 622.89 180.798 624.95 150.083 719.00 188.601 204 944.92 181.222 838.34 150.494 911.50 188.601 205 424.11 181.441 499.88 150.605 611.00 188.601 206 860.25 181.459 806.56 150.358 961.00 188.601 207 535.68 181.667 566.85 150.447 617.00 188.601 208 1038.33 180.763 926.47 150.119 1051.00 188.601 209 812.51 180.664 746.87 150.037 935.50 188.601 210 406.54 181.728 486.88 150.541 477.50 188.601 211 448.98 180.452 524.00 149.955 524.50 188.601 212 594.79 180.503 611.83 149.965 612.00 188.601 213 1198.22 180.756 1042.31 150.037 1126.00 188.601 214 551.87 180.606 556.99 149.986 581.00 188.601 215 664.99 181.079 671.31 150.273 589.00 188.601 216 653.76 180.519 656.49 149.966 580.00 188.601 217 734.79 180.464 704.13 149.967 652.50 188.601 218 959.28 180.855 856.35 150.126 759.50 188.601 219 522.41 180.875 564.24 150.144 619.00 188.601 220 1173.60 180.692 998.09 150.047 1095.00 188.601 221 898.34 181.391 812.45 150.561 909.50 188.601 222 770.70 180.572 744.67 149.984 888.50 188.601 223 990.44 180.873 913.59 150.017 1057.50 188.601 224 539.61 180.790 531.57 150.119 577.00 188.601 225 611.55 180.625 649.02 150.022 734.50 188.601 226 1097.60 182.307 958.79 150.965 1153.00 188.601 227 870.04 181.242 777.76 150.501 870.00 188.601 228 862.79 180.771 813.03 150.053 1046.00 188.601 229 716.78 181.222 689.76 150.489 593.50 188.601 230 648.71 181.148 646.78 150.479 611.00 188.601 231 859.19 181.030 792.11 150.171 778.50 188.601 232 760.88 180.443 704.50 149.932 803.00 188.601 233 814.82 181.694 774.38 150.674 759.50 188.601 234 890.99 180.455 813.82 149.955 864.00 188.601 235 901.02 181.180 819.27 150.268 893.50 188.601 236 799.98 181.257 766.23 150.300 838.00 188.601 237 679.42 181.246 661.22 150.501 686.00 188.601 238 663.75 180.477 657.26 149.951 717.50 188.601 239 797.32 181.193 774.72 150.240 806.50 188.601 240 568.04 180.535 592.97 149.983 460.50 188.601 241 557.61 180.619 606.76 150.000 561.00 188.601 242 1067.36 180.414 949.03 149.926 1135.50 188.601 243 679.30 181.247 673.34 150.293 606.50 188.601 244 778.59 180.791 735.49 150.131 875.00 188.601 245 898.53 180.566 793.01 149.979 818.50 188.601 246 521.99 180.509 545.43 149.968 552.00 188.601 247 651.84 181.263 654.34 150.524 764.50 188.601 248 434.79 180.657 501.14 150.016 403.50 188.601 249 545.09 181.438 562.22 150.592 416.00 188.601 250 720.97 180.830 717.05 150.133 787.00 188.601 251 589.34 180.787 624.05 150.130 657.50 188.601 252 1246.75 180.510 1092.35 149.966 1287.00 188.601 253 882.60 181.017 792.40 150.193 1041.50 188.601 254 792.75 181.012 740.17 150.154 898.50 188.601 255 642.95 180.492 676.14 149.950 599.00 188.601 256 544.47 181.488 565.39 150.613 457.00 188.601 257 964.78 180.494 867.33 149.966 924.50 188.601 258 814.05 181.374 755.20 150.562 712.50 188.601 259 868.19 180.727 796.95 150.097 918.00 188.601 260 709.15 180.539 691.30 149.977 683.50 188.601 261 959.33 180.909 887.64 150.148 984.00 188.601 262 477.20 180.437 523.68 149.936 359.00 188.601 263 1161.85 180.942 1041.61 150.139 1177.00 188.601 264 486.12 180.566 547.62 149.976 385.00 188.601 265 586.96 182.885 624.93 151.253 484.00 188.601 266 1175.95 182.564 1011.95 151.308 1112.00 188.601 267 1076.96 180.775 950.58 150.082 1033.50 188.601 268 905.88 180.572 842.88 149.979 1030.50 188.601 269 651.71 180.640 669.40 150.066 528.00 188.601 270 971.95 180.658 887.65 150.015 830.50 188.601 271 895.70 180.452 836.79 149.928 827.50 188.601 272 491.18 180.511 552.73 149.977 371.00 188.601 273 670.69 180.582 650.08 149.992 621.50 188.601 274 806.73 181.424 764.08 150.375 777.00 188.601 275 902.19 180.499 828.77 149.962 869.50 188.601 276 776.17 180.910 725.27 150.128 884.50 188.601 277 952.03 180.622 861.14 150.031 834.50 188.601 278 697.76 180.812 663.45 150.133 676.00 188.601 279 736.79 180.512 697.11 149.969 677.50 188.601 280 817.75 180.868 732.62 150.104 750.00 188.601 281 541.37 180.565 546.55 149.987 453.00 188.601 282 375.63 180.617 448.63 149.998 346.00 188.601 283 484.70 182.079 534.91 150.880 655.00 188.601 284 953.88 180.595 861.20 149.983 1030.00 188.601 285 1050.44 180.542 918.97 149.966 982.00 188.601 286 654.19 180.894 664.99 150.138 863.50 188.601 287 461.05 180.660 520.74 150.031 443.00 188.601 288 948.99 180.487 881.85 149.959 990.00 188.601 289 66.15 181.230 234.72 150.282 47.00 188.601 290 806.44 180.491 762.54 149.958 828.00 188.601 291 605.63 180.511 630.52 149.969 702.00 188.601 292 400.21 180.677 480.89 149.997 289.50 188.601 293 992.44 181.432 879.31 150.391 888.50 188.601 294 540.46 181.599 583.40 150.709 555.00 188.601 295 523.52 180.821 569.52 150.136 446.00 188.601 296 1135.61 180.716 1026.53 150.045 1105.00 188.601 297 1180.59 180.510 1035.27 149.975 1155.50 188.601 298 459.53 180.860 536.76 150.131 319.00 188.601 299 678.75 181.193 701.19 150.283 734.00 188.601 300 605.54 181.185 640.80 150.492 604.00 188.601 301 645.65 181.549 651.10 150.666 668.00 188.601 302 608.97 181.570 595.28 150.649 570.00 188.601 303 548.96 181.533 555.22 150.402 358.50 188.601 304 711.67 181.267 689.70 150.291 729.00 188.601 305 588.47 181.019 627.31 150.128 530.00 188.601 306 477.12 181.710 532.62 150.432 534.00 188.601 307 620.22 180.449 655.81 149.948 694.50 188.601 308 269.63 181.304 358.16 150.525 274.50 188.601 309 708.57 180.450 684.48 149.950 631.00 188.601 310 561.50 180.694 571.99 150.038 589.50 188.601 311 783.82 180.647 788.69 150.030 922.00 188.601 312 565.62 182.178 589.45 150.720 504.50 188.601 313 379.44 181.622 436.67 150.645 196.00 188.601 314 793.93 180.589 746.10 149.999 847.00 188.601 315 1070.92 181.461 930.87 150.617 999.50 188.601 316 546.26 180.425 584.71 149.921 593.50 188.601 317 348.70 180.413 442.39 149.940 311.50 188.601 318 574.30 180.641 602.20 150.008 462.50 188.601 319 1130.67 181.262 961.71 150.300 1248.00 188.601 320 573.43 181.063 588.74 150.176 600.00 188.601 321 568.42 180.922 593.22 150.176 701.00 188.601 322 724.24 181.143 730.45 150.478 666.50 188.601 323 599.19 180.471 599.57 149.957 518.50 188.601 324 633.22 180.461 636.20 149.949 519.50 188.601 325 709.55 180.820 678.51 150.082 688.50 188.601 326 489.42 181.160 516.65 150.471 497.00 188.601 327 675.53 180.909 671.72 150.170 723.00 188.601 328 710.38 180.511 711.05 149.974 875.50 188.601 329 859.83 181.545 761.36 150.672 690.50 188.601 330 509.67 180.418 536.41 149.946 554.00 188.601 331 277.19 180.457 380.76 149.935 226.50 188.601 332 747.04 180.810 758.78 150.096 783.00 188.601 333 1077.54 180.460 944.21 149.957 1060.50 188.601 334 230.27 180.557 371.25 149.985 343.50 188.601 335 1119.67 180.824 965.60 150.062 1008.00 188.601 336 640.73 180.425 625.74 149.928 613.50 188.601 337 494.00 181.408 528.92 150.559 418.50 188.601 338 569.87 180.538 603.98 149.966 678.50 188.601 339 334.82 180.613 461.15 149.979 322.50 188.601 340 970.27 181.298 899.26 150.504 1074.00 188.601 341 789.78 181.607 781.87 150.442 774.50 188.601 342 859.02 181.166 823.92 150.260 832.50 188.601 343 670.15 180.890 659.91 150.138 714.50 188.601 344 531.11 180.645 548.16 150.008 431.50 188.601 345 271.41 181.054 370.94 150.429 227.00 188.601 346 476.05 181.292 542.85 150.518 547.00 188.601 347 368.20 180.690 459.64 150.006 415.00 188.601 348 580.12 180.546 620.62 149.947 602.00 188.601 349 836.49 180.627 756.42 150.013 769.50 188.601 350 751.24 180.768 729.43 150.079 756.00 188.601 351 652.64 181.228 637.73 150.293 595.00 188.601 352 699.85 182.252 674.58 150.605 658.50 188.601 353 288.86 181.030 381.56 150.143 174.00 188.601 354 670.75 180.901 667.22 150.074 752.50 188.601 355 522.53 180.726 558.36 150.067 643.00 188.601 356 613.50 181.178 641.24 150.268 649.00 188.601 357 692.55 180.724 682.68 150.094 717.50 188.601 358 692.56 180.983 675.32 150.195 786.00 188.601 359 592.34 181.714 632.44 150.510 502.00 188.601 360 501.73 180.759 520.16 150.100 268.50 188.601 Av.SE: 180.961 150.212 188.601 Av.SED: 223.353 186.495 250.383 Av.LSD5%: 439.266 366.777 492.407 Av.LSD1%: 578.438 482.982 648.400 CV%: 34.82 34.69 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 h2C h2_Ad_hoc 5 ph 13 RcCS 104.61 0.312 0.050 0.476 0.058 0.468 0.486 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) RcCS 0 359.0 29.75 2.266 345.0 b) Best model: Genotypes effects assumed random (case of BLUP- Best Linear Unbiased Prediction) Model Sigma2(Geno) (+/-)SE Sigma2(Residual) (+/-)SE DF(Residual) RcCS 14.21 2.616 31.26 2.411 700.0 Mean Genetic gains based on top 5%, 10% and 20% of selection GrandMn GainSel5% GainSel10% GainSel20% 34.57 15.52 13.20 10.53 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 31.30 2.373 347.0 ***** Predicted means and standard errors ***** Genotype BlueMn SeBlueMn BlupMn SeBlupMn UnadMn SeUnadMn 1 42.96 4.001 38.13 2.808 41.50 4.070 2 33.58 4.001 33.68 2.807 33.00 4.070 3 41.91 3.990 37.93 2.808 42.50 4.070 4 43.34 4.014 38.25 2.809 41.50 4.070 5 34.76 4.007 34.20 2.809 33.00 4.070 6 32.95 4.002 33.46 2.808 33.00 4.070 7 39.05 4.004 36.26 2.808 38.50 4.070 8 44.18 3.994 38.82 2.809 42.50 4.070 9 35.99 4.020 34.68 2.808 35.00 4.070 10 34.96 3.998 34.34 2.807 34.00 4.070 11 44.73 4.016 38.88 2.808 44.00 4.070 12 34.34 3.988 34.19 2.808 33.00 4.070 13 41.37 3.987 37.61 2.807 41.50 4.070 14 31.08 4.001 32.49 2.807 30.50 4.070 15 34.16 4.019 33.80 2.808 33.00 4.070 16 32.97 4.012 33.33 2.808 32.50 4.070 17 39.51 4.012 36.52 2.809 39.50 4.070 18 31.84 3.995 32.93 2.807 31.50 4.070 19 38.91 4.032 36.03 2.809 38.00 4.070 20 35.40 3.991 34.63 2.808 34.00 4.070 21 23.02 3.993 28.85 2.809 23.50 4.070 22 36.97 4.009 35.21 2.808 35.50 4.070 23 40.02 3.973 37.14 2.806 40.00 4.070 24 39.60 4.014 36.43 2.808 38.00 4.070 25 34.40 3.991 34.15 2.808 33.00 4.070 26 37.21 3.995 35.44 2.807 36.00 4.070 27 36.64 3.988 35.30 2.807 36.50 4.070 28 33.77 4.011 33.68 2.808 33.00 4.070 29 36.77 4.011 35.11 2.808 36.00 4.070 30 39.03 3.981 36.51 2.806 38.50 4.070 31 36.33 3.978 35.33 2.806 36.50 4.070 32 33.07 3.993 33.56 2.807 33.00 4.070 33 31.59 4.004 32.70 2.808 30.00 4.070 34 45.04 4.053 38.84 2.809 43.50 4.070 35 41.10 4.020 37.23 2.809 41.00 4.070 36 35.91 4.004 34.78 2.809 34.00 4.070 37 38.82 4.027 36.00 2.809 37.00 4.070 38 34.10 4.009 34.02 2.810 34.50 4.070 39 33.60 4.009 33.78 2.810 34.00 4.070 40 28.51 3.985 31.42 2.807 27.50 4.070 41 37.91 4.004 35.74 2.809 36.00 4.070 42 36.73 3.993 35.25 2.807 36.00 4.070 43 35.05 3.991 34.60 2.808 35.50 4.070 44 37.08 3.978 35.63 2.806 36.50 4.070 45 39.02 4.005 36.21 2.807 38.00 4.070 46 37.67 4.015 35.57 2.810 35.50 4.070 47 32.49 4.020 32.99 2.808 31.00 4.070 48 42.92 3.990 38.27 2.808 41.50 4.070 49 36.68 4.005 35.09 2.808 35.50 4.070 50 34.13 3.989 34.06 2.807 33.50 4.070 51 28.59 3.984 31.62 2.807 29.00 4.070 52 40.78 4.000 37.13 2.809 39.00 4.070 53 37.74 3.992 35.78 2.807 37.50 4.070 54 38.08 4.028 35.61 2.809 36.50 4.070 55 39.39 4.023 36.31 2.809 37.50 4.070 56 37.28 3.997 35.49 2.809 35.50 4.070 57 42.41 4.006 37.94 2.809 42.50 4.070 58 40.18 4.006 36.78 2.808 39.50 4.070 59 40.04 3.986 36.97 2.807 40.00 4.070 60 33.16 4.009 33.47 2.810 31.00 4.070 61 30.61 4.005 32.27 2.810 28.50 4.070 62 39.80 4.015 36.54 2.809 38.00 4.070 63 45.49 4.020 39.18 2.808 44.00 4.070 64 36.63 4.042 34.87 2.809 35.00 4.070 65 36.15 4.023 34.73 2.808 34.50 4.070 66 43.81 3.998 38.60 2.808 43.50 4.070 67 34.68 3.994 34.30 2.809 33.00 4.070 68 38.85 3.981 36.42 2.807 38.00 4.070 69 29.38 4.004 31.63 2.808 28.00 4.070 70 38.78 3.980 36.49 2.806 39.00 4.070 71 32.99 3.997 33.42 2.807 32.00 4.070 72 31.29 3.999 32.58 2.807 30.00 4.070 73 33.34 3.995 33.64 2.807 33.00 4.070 74 35.97 4.012 34.76 2.808 35.50 4.070 75 34.66 4.019 34.04 2.808 33.50 4.070 76 38.57 3.984 36.26 2.807 37.50 4.070 77 40.82 4.000 37.23 2.809 41.00 4.070 78 35.67 3.987 34.86 2.807 35.50 4.070 79 41.51 3.978 37.73 2.806 41.00 4.070 80 34.34 4.014 33.96 2.809 32.50 4.070 81 35.24 4.010 34.62 2.811 36.00 4.070 82 35.78 4.000 34.75 2.809 34.00 4.070 83 34.43 3.983 34.28 2.807 33.50 4.070 84 40.71 4.035 36.84 2.809 39.00 4.070 85 32.29 4.042 32.81 2.809 31.00 4.070 86 38.76 3.985 36.31 2.807 38.00 4.070 87 35.31 3.998 34.56 2.808 35.00 4.070 88 34.36 4.005 34.03 2.809 32.50 4.070 89 37.73 4.010 35.73 2.809 38.00 4.070 90 41.09 3.991 37.36 2.807 40.50 4.070 91 29.50 3.987 31.93 2.807 29.50 4.070 92 31.75 3.994 32.86 2.807 30.50 4.070 93 34.60 4.009 34.14 2.810 32.50 4.070 94 37.44 4.000 35.57 2.810 35.50 4.070 95 38.08 3.985 36.00 2.806 37.50 4.070 96 1.22 5.549 24.13 3.198 1.94 5.680 97 43.56 4.016 38.30 2.808 42.00 4.070 98 31.72 4.003 32.75 2.807 30.50 4.070 99 * * * * * * 100 36.21 3.995 34.96 2.807 35.00 4.070 101 30.71 4.035 32.08 2.809 29.00 4.070 102 32.29 3.980 33.32 2.807 31.50 4.070 103 37.92 3.973 36.15 2.806 38.00 4.070 104 23.37 3.982 29.07 2.807 22.50 4.070 105 20.39 5.551 30.04 3.198 19.06 5.680 106 36.66 4.038 34.92 2.809 35.50 4.070 107 48.19 4.007 40.64 2.811 46.00 4.070 108 36.59 4.003 35.16 2.808 36.50 4.070 109 25.88 3.993 30.10 2.807 25.50 4.070 110 32.62 3.992 33.29 2.807 31.50 4.070 111 25.07 4.003 29.65 2.810 23.00 4.070 112 38.66 3.997 36.13 2.807 38.00 4.070 113 35.28 3.990 34.63 2.807 35.00 4.070 114 * * * * * * 115 36.51 3.988 35.35 2.808 37.00 4.070 116 40.79 4.015 37.07 2.811 38.50 4.070 117 39.38 3.974 36.83 2.806 39.50 4.070 118 39.10 4.009 36.40 2.810 39.50 4.070 119 35.62 3.975 35.00 2.806 35.50 4.070 120 24.47 3.977 29.68 2.806 24.00 4.070 121 40.12 3.999 36.81 2.807 39.50 4.070 122 40.63 3.989 37.15 2.807 40.00 4.070 123 33.45 4.002 33.69 2.808 33.50 4.070 124 38.69 4.021 35.96 2.808 37.00 4.070 125 29.24 3.981 31.93 2.807 29.50 4.070 126 31.47 3.989 32.85 2.807 31.50 4.070 127 28.30 3.991 31.35 2.808 28.50 4.070 128 31.73 5.551 33.71 3.198 32.94 5.680 129 44.75 4.027 38.80 2.808 43.50 4.070 130 35.58 3.978 34.91 2.806 35.00 4.070 131 23.86 3.981 29.35 2.807 24.00 4.070 132 36.38 3.976 35.37 2.806 36.50 4.070 133 43.79 4.023 38.36 2.808 42.50 4.070 134 36.22 3.979 35.29 2.806 36.50 4.070 135 36.28 4.000 34.98 2.809 34.50 4.070 136 35.29 4.015 34.45 2.809 35.00 4.070 137 35.77 3.989 34.83 2.807 34.50 4.070 138 44.84 3.975 39.40 2.806 44.50 4.070 139 42.23 4.010 37.87 2.809 42.50 4.070 140 40.20 4.016 36.69 2.808 39.00 4.070 141 35.44 4.000 34.73 2.809 36.00 4.070 142 44.73 3.980 39.27 2.807 44.00 4.070 143 40.49 3.998 37.06 2.808 40.50 4.070 144 39.44 3.975 36.83 2.806 39.50 4.070 145 44.89 3.994 39.20 2.808 45.00 4.070 146 34.95 4.000 34.36 2.807 34.50 4.070 147 22.68 4.005 28.43 2.808 21.50 4.070 148 21.56 3.999 28.10 2.809 22.00 4.070 149 20.33 4.010 27.34 2.808 20.00 4.070 150 12.91 4.004 23.83 2.809 11.00 4.070 151 28.89 5.623 32.36 3.201 29.06 5.680 152 19.92 5.573 29.62 3.199 17.94 5.680 153 40.66 3.994 37.12 2.808 39.00 4.070 154 40.76 3.999 37.31 2.810 41.50 4.070 155 38.33 4.010 35.91 2.808 38.00 4.070 156 19.93 5.550 29.85 3.197 19.06 5.680 157 41.93 4.015 37.76 2.811 42.50 4.070 158 30.97 4.020 32.33 2.809 29.00 4.070 159 37.13 3.999 35.37 2.807 36.00 4.070 160 38.40 3.994 36.20 2.809 39.00 4.070 161 37.78 4.000 35.70 2.809 36.00 4.070 162 44.06 4.015 38.75 2.810 44.50 4.070 163 27.05 3.998 30.59 2.808 25.50 4.070 164 25.73 5.551 31.84 3.198 26.94 5.680 165 46.63 3.977 40.20 2.806 46.50 4.070 166 39.83 4.017 36.68 2.810 40.00 4.070 167 * * * * * * 168 31.67 3.991 32.97 2.808 32.00 4.070 169 25.12 3.975 30.00 2.806 25.00 4.070 170 42.22 4.019 37.66 2.809 40.50 4.070 171 34.29 3.999 34.01 2.807 33.00 4.070 172 25.23 5.578 31.30 3.199 25.06 5.680 173 34.66 3.981 34.46 2.806 34.50 4.070 174 36.63 3.999 35.20 2.808 36.50 4.070 175 23.45 4.000 28.88 2.807 23.00 4.070 176 37.27 3.991 35.53 2.807 36.50 4.070 177 46.45 4.018 39.77 2.812 44.00 4.070 178 23.81 4.006 29.00 2.809 22.00 4.070 179 22.77 4.011 28.45 2.808 22.00 4.070 180 35.38 4.004 34.49 2.808 34.00 4.070 181 24.16 4.038 28.97 2.809 23.00 4.070 182 33.18 3.994 33.59 2.809 31.50 4.070 183 28.70 4.032 31.14 2.809 27.50 4.070 184 33.92 3.990 33.99 2.808 32.50 4.070 185 30.76 3.999 32.55 2.810 31.50 4.070 186 38.34 4.014 35.87 2.809 36.50 4.070 187 37.16 3.994 35.46 2.808 35.50 4.070 188 29.78 4.005 31.95 2.809 30.00 4.070 189 33.90 3.979 34.14 2.806 34.00 4.070 190 31.69 4.009 32.78 2.808 31.50 4.070 191 32.74 3.975 33.61 2.806 32.50 4.070 192 32.97 3.990 33.65 2.808 33.50 4.070 193 35.64 4.011 34.82 2.811 36.50 4.070 194 39.71 3.980 36.86 2.806 39.00 4.070 195 40.05 3.992 36.88 2.808 38.50 4.070 196 31.21 3.980 32.81 2.806 30.50 4.070 197 31.56 4.015 32.80 2.810 32.00 4.070 198 34.34 3.975 34.40 2.806 34.00 4.070 199 35.45 3.986 34.72 2.807 34.50 4.070 200 32.94 3.988 33.68 2.808 33.50 4.070 201 31.88 3.976 33.21 2.806 31.50 4.070 202 28.02 3.993 31.23 2.809 28.50 4.070 203 35.10 4.009 34.50 2.810 35.50 4.070 204 35.58 3.987 34.76 2.807 34.50 4.070 205 31.98 4.009 33.03 2.810 32.50 4.070 206 33.22 4.002 33.71 2.810 34.00 4.070 207 32.34 3.994 33.34 2.809 33.00 4.070 208 39.49 3.997 36.52 2.807 38.50 4.070 209 35.57 3.982 34.98 2.807 36.00 4.070 210 31.88 4.023 32.78 2.809 31.50 4.070 211 34.67 3.996 34.28 2.808 34.50 4.070 212 37.38 3.993 35.58 2.807 37.00 4.070 213 29.35 3.981 31.90 2.807 28.50 4.070 214 28.99 4.020 31.34 2.808 28.00 4.070 215 27.13 3.989 30.73 2.807 26.50 4.070 216 33.44 3.991 33.70 2.807 32.50 4.070 217 32.48 3.994 33.20 2.808 31.00 4.070 218 41.31 4.006 37.33 2.809 39.50 4.070 219 32.42 3.973 33.54 2.806 32.50 4.070 220 31.91 4.000 32.91 2.809 30.00 4.070 221 37.73 3.996 35.80 2.808 38.00 4.070 222 32.34 3.995 33.16 2.807 32.00 4.070 223 35.24 3.981 34.78 2.807 35.50 4.070 224 31.13 3.999 32.51 2.807 30.00 4.070 225 31.98 3.996 33.10 2.809 32.50 4.070 226 33.69 4.016 33.79 2.810 34.00 4.070 227 29.60 3.990 31.93 2.807 29.50 4.070 228 35.51 4.012 34.61 2.809 35.50 4.070 229 35.21 3.995 34.49 2.807 34.00 4.070 230 29.82 3.976 32.27 2.806 30.00 4.070 231 30.74 4.010 32.31 2.811 28.50 4.070 232 37.70 4.016 35.50 2.808 36.50 4.070 233 35.98 4.001 34.85 2.810 34.00 4.070 234 25.93 4.011 29.93 2.808 24.50 4.070 235 31.28 4.029 32.39 2.809 29.50 4.070 236 32.95 3.983 33.63 2.807 33.00 4.070 237 31.33 3.996 32.64 2.807 30.50 4.070 238 37.89 3.985 35.92 2.806 37.50 4.070 239 27.42 3.990 30.89 2.808 26.00 4.070 240 26.51 3.999 30.31 2.808 25.00 4.070 241 29.03 3.980 31.80 2.806 29.00 4.070 242 31.23 4.016 32.46 2.808 30.50 4.070 243 28.21 4.035 30.89 2.809 26.50 4.070 244 34.58 4.001 34.16 2.807 34.00 4.070 245 40.00 4.036 36.49 2.809 38.50 4.070 246 23.33 3.996 28.83 2.807 22.50 4.070 247 30.01 3.988 32.26 2.808 30.50 4.070 248 31.26 3.987 32.72 2.807 30.00 4.070 249 37.23 3.995 35.49 2.809 35.50 4.070 250 35.21 3.985 34.66 2.807 35.00 4.070 251 29.71 3.985 32.04 2.807 29.50 4.070 252 40.79 3.998 37.12 2.807 40.00 4.070 253 31.41 3.990 32.93 2.808 32.00 4.070 254 35.74 4.010 34.86 2.811 36.50 4.070 255 27.58 3.987 30.95 2.807 26.50 4.070 256 32.41 4.000 33.15 2.809 30.50 4.070 257 36.88 3.976 35.61 2.806 37.00 4.070 258 31.03 3.991 32.56 2.808 29.50 4.070 259 33.92 3.973 34.25 2.806 34.00 4.070 260 36.92 3.995 35.31 2.808 35.50 4.070 261 34.05 3.986 34.20 2.807 34.50 4.070 262 24.26 3.978 29.53 2.806 24.00 4.070 263 27.20 3.983 30.94 2.807 27.50 4.070 264 36.01 3.977 35.15 2.806 35.50 4.070 265 35.28 3.975 34.89 2.806 35.50 4.070 266 34.13 4.012 33.85 2.808 32.50 4.070 267 39.69 3.995 36.64 2.807 39.00 4.070 268 32.70 3.994 33.36 2.807 32.50 4.070 269 34.95 3.986 34.48 2.807 34.00 4.070 270 35.81 4.006 34.71 2.809 34.00 4.070 271 40.75 3.983 37.31 2.806 40.50 4.070 272 35.35 3.992 34.59 2.808 34.00 4.070 273 33.54 4.032 33.44 2.809 32.00 4.070 274 44.51 4.018 38.80 2.809 42.50 4.070 275 29.03 4.016 31.38 2.808 28.00 4.070 276 38.09 4.003 35.87 2.808 38.00 4.070 277 33.73 3.995 33.83 2.809 32.00 4.070 278 40.17 3.987 37.00 2.807 40.00 4.070 279 34.53 3.986 34.30 2.807 34.00 4.070 280 29.49 3.983 31.93 2.807 28.50 4.070 281 36.23 3.981 35.16 2.806 35.50 4.070 282 33.70 4.016 33.60 2.808 32.50 4.070 283 44.51 4.025 38.77 2.809 44.00 4.070 284 39.43 3.992 36.62 2.808 39.50 4.070 285 42.62 3.992 38.05 2.807 41.50 4.070 286 34.74 4.010 34.39 2.811 35.50 4.070 287 32.93 4.011 33.32 2.809 31.00 4.070 288 39.24 4.013 36.25 2.808 38.00 4.070 289 35.11 3.973 34.80 2.806 35.00 4.070 290 27.98 3.982 31.24 2.806 27.50 4.070 291 34.81 4.008 34.18 2.808 33.50 4.070 292 30.22 3.996 32.12 2.809 28.50 4.070 293 37.15 3.986 35.58 2.807 36.00 4.070 294 36.92 4.017 35.20 2.809 36.50 4.070 295 38.76 3.985 36.31 2.807 38.00 4.070 296 40.72 3.996 37.12 2.809 39.00 4.070 297 41.77 4.001 37.61 2.808 41.50 4.070 298 35.74 4.010 34.69 2.811 33.50 4.070 299 40.29 4.042 36.62 2.809 39.00 4.070 300 43.73 4.004 38.53 2.808 43.50 4.070 301 33.28 3.975 33.94 2.806 33.50 4.070 302 34.40 3.993 34.14 2.807 33.50 4.070 303 31.72 4.015 32.75 2.811 29.50 4.070 304 36.16 4.038 34.68 2.809 35.00 4.070 305 37.47 4.004 35.53 2.810 35.50 4.070 306 35.81 4.015 34.86 2.811 36.50 4.070 307 33.58 3.993 33.73 2.807 32.50 4.070 308 34.14 3.987 34.08 2.807 33.00 4.070 309 41.55 4.003 37.44 2.807 40.50 4.070 310 32.10 3.996 33.14 2.809 32.50 4.070 311 36.28 4.005 35.05 2.809 36.50 4.070 312 30.78 3.975 32.75 2.806 31.00 4.070 313 39.48 4.001 36.52 2.810 37.50 4.070 314 41.40 3.979 37.71 2.806 41.50 4.070 315 33.86 3.998 33.86 2.809 32.00 4.070 316 44.71 3.979 39.25 2.806 44.50 4.070 317 32.00 3.977 33.26 2.806 32.00 4.070 318 29.35 3.992 31.74 2.808 28.00 4.070 319 40.91 4.032 36.98 2.809 40.00 4.070 320 46.31 3.988 39.90 2.807 46.00 4.070 321 37.87 3.992 35.99 2.808 38.50 4.070 322 31.21 3.979 32.83 2.806 31.00 4.070 323 37.53 3.988 35.67 2.807 36.50 4.070 324 38.32 3.977 36.23 2.806 38.00 4.070 325 42.02 4.004 37.83 2.810 42.50 4.070 326 46.02 4.005 39.54 2.807 45.00 4.070 327 33.95 3.983 34.11 2.807 34.00 4.070 328 35.97 3.990 35.08 2.808 36.50 4.070 329 29.81 3.984 32.06 2.807 29.00 4.070 330 31.39 4.003 32.60 2.807 30.50 4.070 331 25.42 3.991 29.90 2.807 25.00 4.070 332 36.17 3.980 35.26 2.807 36.50 4.070 333 40.72 4.003 37.03 2.807 39.50 4.070 334 35.86 3.981 35.06 2.807 36.00 4.070 335 49.10 3.997 41.10 2.808 47.50 4.070 336 36.89 4.003 35.22 2.807 36.00 4.070 337 31.46 3.991 32.76 2.808 30.00 4.070 338 48.96 4.041 40.74 2.809 47.50 4.070 339 30.56 3.975 32.59 2.806 30.50 4.070 340 37.08 3.978 35.65 2.806 37.00 4.070 341 40.44 3.988 37.26 2.808 41.00 4.070 342 38.07 3.982 36.17 2.807 38.50 4.070 343 35.45 4.000 34.59 2.807 35.00 4.070 344 40.54 4.032 36.77 2.809 39.00 4.070 345 40.44 3.983 37.15 2.806 40.00 4.070 346 42.93 3.992 38.29 2.808 43.00 4.070 347 36.01 3.978 35.12 2.806 35.50 4.070 348 33.28 3.980 33.87 2.806 33.50 4.070 349 44.34 3.988 38.95 2.808 43.00 4.070 350 40.45 3.978 37.27 2.806 40.50 4.070 351 34.74 4.032 34.02 2.809 33.00 4.070 352 30.90 3.993 32.47 2.807 30.00 4.070 353 31.22 3.989 32.65 2.807 30.00 4.070 354 36.67 3.980 35.50 2.807 37.00 4.070 355 30.52 4.004 32.35 2.810 31.00 4.070 356 35.08 4.047 34.11 2.809 33.50 4.070 357 41.08 4.001 37.25 2.807 40.50 4.070 358 39.47 4.012 36.43 2.808 39.00 4.070 359 36.93 4.021 35.15 2.809 35.00 4.070 360 31.99 3.983 33.12 2.807 31.00 4.070 Av.SE: 4.034 2.825 4.106 Av.SED: 5.485 3.888 5.557 Av.LSD5%: 10.788 7.646 10.930 Av.LSD1%: 14.207 10.069 14.393 CV%: 15.78 16.17 16.18 .........................................................................................................