|----------------------------------------------------------------------| | HCFA 3.2's output is provided without any warranty on an as-is basis | | by Stefan Th. Gries | |----------------------------------------------------------------------| rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 z . . . 332 102.1429 517.2585 > 4.423873e-93 *** 0.375 2 t . . . 265 102.1429 259.6601 > 1.331113e-50 *** 0.266 3 M . . . 4 102.1429 94.2995 < 8.197138e-41 *** 0.160 4 r . . . 6 102.1429 90.4953 < 3.899416e-38 *** 0.157 5 S . . . 8 102.1429 86.7695 < 9.885512e-36 *** 0.154 6 o . . . 9 102.1429 84.9359 < 1.306168e-34 *** 0.152 7 h . . . 91 102.1429 1.2156 < 8.876139e-01 ns 0.018 => N =715 and Configurations =7 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: . -> 715 PP: . -> 715 variety: . -> 715 ------------------------------------- chi-square = 1134.634 G-square = 1122.542 df = 6 p for chi-square = 0 p for G-square = 0 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 . M . . 354 238.3333 56.1348 > 1.021872e-18 *** 0.243 2 . I . . 173 238.3333 17.9095 < 1.930522e-07 *** 0.137 3 . F . . 188 238.3333 10.6298 < 8.414927e-05 *** 0.106 => N =715 and Configurations =3 ------------------------------------- Frequencies of all variables' (levels): rel: . -> 715 text: F -> 188 text: I -> 173 text: M -> 354 PP: . -> 715 variety: . -> 715 ------------------------------------- chi-square = 84.674 G-square = 80.055 df = 2 p for chi-square = 0 p for G-square = 0 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 . . M . 354 178.75 171.8185 > 1.759174e-44 *** 0.327 2 . . b . 18 178.75 144.5626 < 1.566555e-62 *** 0.300 3 . . A . 42 178.75 104.6185 < 3.317848e-41 *** 0.255 4 . . P . 301 178.75 83.6087 > 5.534801e-23 *** 0.228 => N =715 and Configurations =4 ------------------------------------- Frequencies of all variables' (levels): rel: . -> 715 text: . -> 715 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: . -> 715 ------------------------------------- chi-square = 504.608 G-square = 593.197 df = 3 p for chi-square = 0 p for G-square = 0 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 . . . G 417 357.5 9.9028 > 9.75444e-06 *** 0.166 2 . . . K 298 357.5 9.9028 < 9.75444e-06 *** 0.166 => N =715 and Configurations =2 ------------------------------------- Frequencies of all variables' (levels): rel: . -> 715 text: . -> 715 PP: . -> 715 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 19.806 G-square = 19.898 df = 1 p for chi-square = 8.573138e-06 p for G-square = 8.168321e-06 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 z M . . 134 164.3748 5.6130 < 0.07087442 ms 0.055 2 t M . . 159 131.2028 5.8892 > 0.10304259 ns 0.048 3 z F . . 114 87.2951 8.1694 > 0.04011369 * 0.043 4 t F . . 50 69.6783 5.5575 < 0.12561102 ns 0.030 5 h F . . 14 23.9273 4.1188 < 0.39807224 ns 0.014 6 t I . . 56 64.1189 1.0280 < 3.34388407 ns 0.012 7 h M . . 53 45.0545 1.4012 > 2.66920166 ns 0.012 8 z I . . 84 80.3301 0.1677 > 7.32549854 ns 0.006 9 o I . . 6 2.1776 6.7096 > 0.49688542 ns 0.005 10 o M . . 2 4.4559 1.3536 < 3.73192114 ns 0.003 11 h I . . 24 22.0182 0.1784 > 7.61854565 ns 0.003 12 M M . . 0 1.9804 1.9804 < 2.89028491 ns 0.003 13 M F . . 3 1.0517 3.6093 > 1.88846708 ns 0.003 14 S I . . 0 1.9357 1.9357 < 3.02295015 ns 0.003 15 S F . . 4 2.1035 1.7099 > 3.39713205 ns 0.003 16 o F . . 1 2.3664 0.7890 < 6.62168303 ns 0.002 17 r M . . 2 2.9706 0.3171 < 9.01625095 ns 0.001 18 r I . . 2 1.4517 0.2071 > 8.94711934 ns 0.001 19 r F . . 2 1.5776 0.1131 > 9.82837642 ns 0.001 20 S M . . 4 3.9608 0.0004 > 11.74673860 ns 0.000 21 M I . . 1 0.9678 0.0011 > 13.02720881 ns 0.000 => N =715 and Configurations =21 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: F -> 188 text: I -> 173 text: M -> 354 PP: . -> 715 variety: . -> 715 ------------------------------------- chi-square = 50.849 G-square = 52.166 df = 12 p for chi-square = 9.902765e-07 p for G-square = 5.793818e-07 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 t . P . 121 111.5594 0.7989 > 4.981798 ns 0.016 2 t . M . 126 131.2028 0.2063 < 9.176327 ns 0.009 3 z . P . 135 139.7650 0.1625 < 9.708949 ns 0.008 4 h . M . 42 45.0545 0.2071 < 9.917826 ns 0.005 5 r . M . 6 2.9706 3.0894 > 2.255908 ns 0.004 6 t . b . 4 6.6713 1.0696 < 5.707280 ns 0.004 7 z . A . 22 19.5021 0.3199 > 8.766062 ns 0.004 8 o . M . 7 4.4559 1.4526 > 4.556621 ns 0.004 9 r . P . 0 2.5259 2.5259 < 2.229680 ns 0.004 10 S . M . 6 3.9608 1.0499 > 5.833290 ns 0.003 11 o . P . 2 3.7888 0.8445 < 7.558243 ns 0.003 12 h . b . 4 2.2909 1.2751 > 5.560133 ns 0.002 13 z . b . 10 8.3580 0.3226 > 9.189222 ns 0.002 14 t . A . 14 15.5664 0.1576 < 11.401827 ns 0.002 15 S . P . 2 3.3678 0.5555 < 9.669938 ns 0.002 16 z . M . 165 164.3748 0.0024 > 13.786299 ns 0.001 17 h . P . 39 38.3091 0.0125 > 13.369767 ns 0.001 18 h . A . 6 5.3455 0.0801 > 12.450130 ns 0.001 19 o . A . 0 0.5287 0.5287 < 16.499625 ns 0.001 20 S . A . 0 0.4699 0.4699 < 17.498584 ns 0.001 21 r . A . 0 0.3524 0.3524 < 19.681322 ns 0.000 22 M . P . 2 1.6839 0.0593 > 14.055860 ns 0.000 23 M . A . 0 0.2350 0.2350 < 22.135903 ns 0.000 24 o . b . 0 0.2266 0.2266 < 22.322501 ns 0.000 25 S . b . 0 0.2014 0.2014 < 22.891772 ns 0.000 26 r . b . 0 0.1510 0.1510 < 24.074173 ns 0.000 27 M . b . 0 0.1007 0.1007 < 25.317557 ns 0.000 28 M . M . 2 1.9804 0.0002 > 16.493120 ns 0.000 => N =715 and Configurations =28 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: . -> 715 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: . -> 715 ------------------------------------- chi-square = 16.458 G-square = 20.35 df = 18 p for chi-square = 0.5606479 p for G-square = 0.3134528 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 z . . G 177 193.6280 1.4279 < 1.2100446 ns 0.032 2 t . . G 171 154.5524 1.7504 > 1.0489327 ns 0.029 3 z . . K 155 138.3720 1.9982 > 0.9088879 ns 0.029 4 t . . K 94 110.4476 2.4493 < 0.6607982 ns 0.027 5 r . . G 0 3.4993 3.4993 < 0.4194402 ns 0.005 6 r . . K 6 2.5007 4.8967 > 0.5848535 ns 0.005 7 o . . G 8 5.2490 1.4418 > 2.2385108 ns 0.004 8 o . . K 1 3.7510 2.0176 < 1.5537246 ns 0.004 9 h . . G 55 53.0727 0.0700 > 5.7648731 ns 0.003 10 h . . K 36 37.9273 0.0979 < 5.8112699 ns 0.003 11 M . . G 1 2.3329 0.7616 < 4.5199354 ns 0.002 12 M . . K 3 1.6671 1.0657 > 3.2763454 ns 0.002 13 S . . G 5 4.6657 0.0240 > 6.9922113 ns 0.000 14 S . . K 3 3.3343 0.0335 < 8.0165237 ns 0.000 => N =715 and Configurations =14 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: . -> 715 PP: . -> 715 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 21.534 G-square = 24.324 df = 6 p for chi-square = 0.001470312 p for G-square = 0.0004552116 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 . I P . 50 72.8294 7.1562 < 0.02322936 * 0.036 2 . I M . 106 85.6531 4.8334 > 0.15436660 ns 0.032 3 . F M . 80 93.0797 1.8380 < 0.94698273 ns 0.021 4 . M P . 160 149.0266 0.8080 > 2.00719788 ns 0.019 5 . F P . 91 79.1441 1.7760 > 1.07771481 ns 0.019 6 . M M . 168 175.2671 0.3013 < 3.35758182 ns 0.013 7 . I A . 15 10.1622 2.3031 > 1.08790812 ns 0.007 8 . M A . 17 20.7944 0.6924 < 2.83990049 ns 0.005 9 . I b . 2 4.3552 1.2736 < 2.27581336 ns 0.003 10 . F b . 7 4.7329 1.0860 > 2.39173250 ns 0.003 11 . F A . 10 11.0434 0.0986 < 5.44507906 ns 0.001 12 . M b . 9 8.9119 0.0009 > 6.40132503 ns 0.000 => N =715 and Configurations =12 ------------------------------------- Frequencies of all variables' (levels): rel: . -> 715 text: F -> 188 text: I -> 173 text: M -> 354 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: . -> 715 ------------------------------------- chi-square = 22.167 G-square = 22.648 df = 6 p for chi-square = 0.001129109 p for G-square = 0.000923388 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 . F . G 66 109.6448 17.3731 < 5.800076e-06 *** 0.072 2 . F . K 122 78.3552 24.3107 > 3.879442e-06 *** 0.069 3 . I . G 134 100.8965 10.8610 > 2.205857e-03 ** 0.054 4 . I . K 39 72.1035 15.1982 < 3.667131e-05 *** 0.051 5 . M . G 217 206.4587 0.5382 > 1.218861e+00 ns 0.021 6 . M . K 137 147.5413 0.7531 < 1.062176e+00 ns 0.019 => N =715 and Configurations =6 ------------------------------------- Frequencies of all variables' (levels): rel: . -> 715 text: F -> 188 text: I -> 173 text: M -> 354 PP: . -> 715 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 69.034 G-square = 70.444 df = 2 p for chi-square = 9.992007e-16 p for G-square = 5.551115e-16 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 . . M G 228 206.4587 2.2476 > 0.3378038 ns 0.042 2 . . M K 126 147.5413 3.1451 < 0.1945456 ns 0.038 3 . . P G 156 175.5483 2.1768 < 0.3805731 ns 0.036 4 . . P K 145 125.4517 3.0461 > 0.2582733 ns 0.033 5 . . b G 7 10.4979 1.1655 < 1.4134780 ns 0.005 6 . . b K 11 7.5021 1.6309 > 1.0944701 ns 0.005 7 . . A G 26 24.4951 0.0925 > 3.2502895 ns 0.002 8 . . A K 16 17.5049 0.1294 < 3.3457079 ns 0.002 => N =715 and Configurations =8 ------------------------------------- Frequencies of all variables' (levels): rel: . -> 715 text: . -> 715 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 13.634 G-square = 13.615 df = 3 p for chi-square = 0.003448509 p for G-square = 0.003478869 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 t M P . 76 55.2336 7.8076 > 0.2749660 ns 0.031 2 z M M . 64 81.3828 3.7128 < 1.7446254 ns 0.027 3 z F P . 54 36.7494 8.0976 > 0.3016316 ns 0.025 4 z I M . 55 39.7718 5.8307 > 0.8899184 ns 0.023 5 z M P . 57 69.1984 2.1504 < 5.5872182 ns 0.019 6 t F M . 22 34.4981 4.5279 < 1.1625480 ns 0.018 7 z I P . 24 33.8173 2.8500 < 3.7852231 ns 0.014 8 t M M . 74 64.9591 1.2583 > 11.2512565 ns 0.014 9 t I P . 20 26.9927 1.8115 < 8.1760995 ns 0.010 10 h F M . 5 11.8465 3.9568 < 1.8144408 ns 0.010 11 h M P . 25 18.9670 1.9190 > 8.5955433 ns 0.009 12 z F b . 7 2.1976 10.4947 > 0.6147865 ns 0.007 13 t F P . 25 29.3331 0.6401 < 20.0905919 ns 0.006 14 h I P . 5 9.2692 1.9663 < 8.2994316 ns 0.006 15 o I M . 5 1.0782 14.2650 > 0.4168189 ns 0.005 16 z F M . 46 43.2202 0.1788 > 29.6372836 ns 0.004 17 t M A . 5 7.7070 0.9508 < 18.3184972 ns 0.004 18 h I A . 4 1.2934 5.6639 > 3.5518912 ns 0.004 19 t I A . 6 3.7664 1.3246 > 15.0388318 ns 0.003 20 h I M . 13 10.9013 0.4040 > 25.1691887 ns 0.003 21 z I b . 0 2.0223 2.0223 < 11.0857003 ns 0.003 22 S F M . 3 1.0415 3.6829 > 7.3876300 ns 0.003 23 z F A . 7 5.1278 0.6836 > 21.5262247 ns 0.003 24 t I M . 30 31.7456 0.0960 < 35.3522508 ns 0.003 25 t F b . 0 1.7541 1.7541 < 14.5054139 ns 0.002 26 h M M . 24 22.3067 0.1285 > 32.4807741 ns 0.002 27 t I b . 0 1.6142 1.6142 < 16.6900101 ns 0.002 28 M F P . 2 0.4428 5.4762 > 6.1591370 ns 0.002 29 h I b . 2 0.5543 3.7706 > 8.9914298 ns 0.002 30 h F A . 0 1.4055 1.4055 < 20.5716808 ns 0.002 31 r I M . 2 0.7188 2.2836 > 13.6335984 ns 0.002 32 r M P . 0 1.2506 1.2506 < 24.0263037 ns 0.002 33 r F M . 2 0.7811 1.9021 > 15.4882336 ns 0.002 34 o M M . 1 2.2062 0.6595 < 29.6199408 ns 0.002 35 z M b . 3 4.1381 0.3130 < 34.1327211 ns 0.002 36 t F A . 3 4.0930 0.2919 < 34.8531374 ns 0.002 37 h F P . 9 10.0729 0.1143 < 37.6235582 ns 0.002 38 S M M . 3 1.9610 0.5505 > 26.2720474 ns 0.001 39 o F P . 0 0.9962 0.9962 < 30.9973974 ns 0.001 40 M M M . 0 0.9805 0.9805 < 31.4886902 ns 0.001 41 S I M . 0 0.9584 0.9584 < 32.1951901 ns 0.001 42 o M P . 1 1.8759 0.4090 < 36.9867049 ns 0.001 43 h M b . 2 1.1342 0.6609 > 26.3361367 ns 0.001 44 M M P . 0 0.8337 0.8337 < 36.4745681 ns 0.001 45 S I P . 0 0.8149 0.8149 < 37.1691092 ns 0.001 46 t M b . 4 3.3030 0.1471 > 35.3203905 ns 0.001 47 S M P . 1 1.6674 0.2671 < 42.2673519 ns 0.001 48 r F P . 0 0.6641 0.6641 < 43.2225448 ns 0.001 49 h M A . 2 2.6466 0.1580 < 42.5465805 ns 0.001 50 r I P . 0 0.6112 0.6112 < 45.5768492 ns 0.001 51 h F b . 0 0.6024 0.6024 < 45.9796088 ns 0.001 52 r M M . 2 1.4708 0.1904 > 36.3307642 ns 0.001 53 M I M . 1 0.4792 0.5660 > 31.9878307 ns 0.001 54 M F M . 1 0.5207 0.4412 > 34.1059688 ns 0.001 55 M I P . 0 0.4074 0.4074 < 55.8831905 ns 0.001 56 z M A . 10 9.6556 0.0123 > 41.9062274 ns 0.000 57 z I A . 5 4.7187 0.0168 > 42.7796315 ns 0.000 58 o M A . 0 0.2617 0.2617 < 64.6521341 ns 0.000 59 S M A . 0 0.2327 0.2327 < 66.5606963 ns 0.000 60 r M A . 0 0.1745 0.1745 < 70.5482585 ns 0.000 61 o F M . 1 1.1716 0.0251 < 56.5195979 ns 0.000 62 o F A . 0 0.1390 0.1390 < 73.0976339 ns 0.000 63 o I A . 0 0.1279 0.1279 < 73.9130258 ns 0.000 64 S F A . 0 0.1236 0.1236 < 74.2356200 ns 0.000 65 M M A . 0 0.1163 0.1163 < 74.7743562 ns 0.000 66 S F P . 1 0.8855 0.0148 > 49.3693169 ns 0.000 67 S I A . 0 0.1137 0.1137 < 74.9712268 ns 0.000 68 o M b . 0 0.1122 0.1122 < 75.0857193 ns 0.000 69 S M b . 0 0.0997 0.0997 < 76.0275984 ns 0.000 70 r F A . 0 0.0927 0.0927 < 76.5649399 ns 0.000 71 r I A . 0 0.0853 0.0853 < 77.1332305 ns 0.000 72 o I P . 1 0.9167 0.0076 > 50.4346170 ns 0.000 73 r M b . 0 0.0748 0.0748 < 77.9468990 ns 0.000 74 M F A . 0 0.0618 0.0618 < 78.9672424 ns 0.000 75 o F b . 0 0.0596 0.0596 < 79.1416880 ns 0.000 76 M I A . 0 0.0569 0.0569 < 79.3574919 ns 0.000 77 o I b . 0 0.0548 0.0548 < 79.5187970 ns 0.000 78 S F b . 0 0.0530 0.0530 < 79.6673373 ns 0.000 79 M M b . 0 0.0499 0.0499 < 79.9145824 ns 0.000 80 S I b . 0 0.0487 0.0487 < 80.0046795 ns 0.000 81 r F b . 0 0.0397 0.0397 < 80.7291180 ns 0.000 82 r I b . 0 0.0365 0.0365 < 80.9853567 ns 0.000 83 M F b . 0 0.0265 0.0265 < 81.8050298 ns 0.000 84 M I b . 0 0.0244 0.0244 < 81.9780377 ns 0.000 => N =715 and Configurations =84 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: F -> 188 text: I -> 173 text: M -> 354 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: . -> 715 ------------------------------------- chi-square = 119.861 G-square = 117.871 df = 72 p for chi-square = 0.0003438595 p for G-square = 0.0005283988 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 z F . K 72 36.3831 34.8668 > 2.007223e-06 *** 0.052 2 t M . G 105 76.5197 10.6002 > 2.490588e-02 * 0.045 3 z M . G 73 95.8662 5.4541 < 2.389227e-01 ns 0.037 4 t F . G 18 40.6376 12.6105 < 1.591543e-03 ** 0.034 5 t I . K 8 26.7237 13.1186 < 7.262397e-04 *** 0.027 6 z I . G 62 46.8498 4.8992 > 6.798056e-01 ns 0.023 7 z I . K 22 33.4802 3.9365 < 8.827915e-01 ns 0.017 8 t I . G 48 37.3952 3.0074 > 2.050616e+00 ns 0.016 9 h F . G 4 13.9548 7.1014 < 7.289951e-02 ms 0.014 10 z F . G 42 50.9120 1.5600 < 4.551631e+00 ns 0.013 11 z M . K 61 68.5087 0.8230 < 7.874677e+00 ns 0.012 12 h M . G 33 26.2766 1.7203 > 4.641535e+00 ns 0.010 13 h I . G 18 12.8414 2.0723 > 4.160433e+00 ns 0.007 14 o I . G 5 1.2700 10.9550 > 4.051787e-01 ns 0.005 15 h I . K 6 9.1768 1.0997 < 7.954319e+00 ns 0.005 16 t F . K 32 29.0408 0.3015 > 1.312887e+01 ns 0.004 17 M F . K 3 0.4384 14.9676 > 4.247315e-01 ns 0.004 18 S F . K 3 0.8767 5.1425 > 2.476546e+00 ns 0.003 19 o M . K 0 1.8572 1.8572 < 6.541005e+00 ns 0.003 20 r M . G 0 1.7325 1.7325 < 7.411600e+00 ns 0.002 21 S M . G 4 2.3100 1.2364 > 8.503603e+00 ns 0.002 22 S M . K 0 1.6508 1.6508 < 8.044187e+00 ns 0.002 23 r I . K 2 0.6051 3.2156 > 5.187694e+00 ns 0.002 24 r F . K 2 0.6575 2.7412 > 5.927454e+00 ns 0.002 25 h M . K 20 18.7780 0.0795 > 1.759355e+01 ns 0.002 26 M M . G 0 1.1550 1.1550 < 1.321988e+01 ns 0.002 27 S I . G 0 1.1289 1.1289 < 1.357006e+01 ns 0.002 28 o F . K 0 0.9863 0.9863 < 1.565357e+01 ns 0.001 29 r F . G 0 0.9201 0.9201 < 1.672628e+01 ns 0.001 30 r I . G 0 0.8467 0.8467 < 1.800202e+01 ns 0.001 31 M M . K 0 0.8254 0.8254 < 1.838963e+01 ns 0.001 32 S I . K 0 0.8068 0.8068 < 1.873628e+01 ns 0.001 33 r M . K 2 1.2381 0.4689 > 1.474933e+01 ns 0.001 34 t M . K 54 54.6831 0.0085 < 2.090186e+01 ns 0.001 35 M F . G 0 0.6134 0.6134 < 2.273735e+01 ns 0.001 36 o M . G 2 2.5988 0.1380 < 2.177540e+01 ns 0.001 37 M I . G 1 0.5645 0.3360 > 1.812121e+01 ns 0.001 38 M I . K 0 0.4034 0.4034 < 2.805536e+01 ns 0.001 39 o F . G 1 1.3801 0.1047 < 2.514034e+01 ns 0.001 40 S F . G 1 1.2268 0.0419 < 2.742160e+01 ns 0.000 41 o I . K 1 0.9076 0.0094 > 2.506307e+01 ns 0.000 42 h F . K 10 9.9725 0.0001 > 2.265819e+01 ns 0.000 => N =715 and Configurations =42 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: F -> 188 text: I -> 173 text: M -> 354 PP: . -> 715 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 155.543 G-square = 153.178 df = 32 p for chi-square = 0 p for G-square = 0 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 t . M K 32 54.6831 9.4092 < 0.02370617 * 0.034 2 z . P G 64 81.5133 3.7628 < 1.12204517 ns 0.028 3 t . M G 94 76.5197 3.9932 > 1.24928648 ns 0.027 4 z . P K 71 58.2517 2.7899 > 2.80685425 ns 0.019 5 t . P K 56 46.4961 1.9426 > 4.96613905 ns 0.014 6 r . M K 6 1.2381 18.3149 > 0.09688822 ms 0.007 7 z . M G 99 95.8662 0.1024 > 21.36929903 ns 0.005 8 z . b K 7 3.4835 3.5498 > 3.55906326 ns 0.005 9 o . M G 6 2.5988 4.4513 > 2.72308742 ns 0.005 10 z . A K 11 8.1281 1.0147 > 10.97241449 ns 0.004 11 z . M K 66 68.5087 0.0919 < 22.70905544 ns 0.004 12 t . A K 4 6.4878 0.9540 < 12.53072485 ns 0.004 13 t . b G 2 3.8908 0.9189 < 14.20957187 ns 0.003 14 h . A G 5 3.1176 1.1366 > 11.45342676 ns 0.003 15 z . b G 3 4.8746 0.7209 < 15.79949905 ns 0.003 16 h . M K 17 18.7780 0.1684 < 22.15645706 ns 0.003 17 r . M G 0 1.7325 1.7325 < 9.88213268 ns 0.002 18 o . P K 0 1.5791 1.5791 < 11.52469852 ns 0.002 19 r . P G 0 1.4731 1.4731 < 12.81607004 ns 0.002 20 S . P K 0 1.4037 1.4037 < 13.74006700 ns 0.002 21 S . M K 3 1.6508 1.1027 > 12.86578662 ns 0.002 22 h . M G 25 26.2766 0.0620 < 25.23480500 ns 0.002 23 M . P K 2 0.7018 2.4014 > 8.75782113 ns 0.002 24 h . A K 1 2.2279 0.6768 < 19.45225891 ns 0.002 25 r . P K 0 1.0527 1.0527 < 19.52770009 ns 0.001 26 h . b K 2 0.9548 1.1442 > 13.86628216 ns 0.001 27 M . P G 0 0.9821 0.9821 < 20.95942608 ns 0.001 28 t . A G 10 9.0786 0.0935 > 23.68866377 ns 0.001 29 o . M K 1 1.8572 0.3956 < 24.96046701 ns 0.001 30 t . b K 2 2.7805 0.2191 < 26.53005182 ns 0.001 31 S . M G 3 2.3100 0.2061 > 22.77807861 ns 0.001 32 h . P G 23 22.3425 0.0193 > 26.49230358 ns 0.001 33 h . b G 2 1.3361 0.3299 > 21.61718905 ns 0.001 34 z . A G 11 11.3740 0.0123 < 29.92435220 ns 0.001 35 o . A G 0 0.3083 0.3083 < 41.13894333 ns 0.000 36 S . A G 0 0.2741 0.2741 < 42.57333191 ns 0.000 37 o . A K 0 0.2203 0.2203 < 44.92418969 ns 0.000 38 o . P G 2 2.2097 0.0199 < 34.72154381 ns 0.000 39 r . A G 0 0.2056 0.2056 < 45.59366632 ns 0.000 40 S . A K 0 0.1959 0.1959 < 46.03794252 ns 0.000 41 M . M K 1 0.8254 0.0369 > 31.48048697 ns 0.000 42 M . M G 1 1.1550 0.0208 < 38.01830894 ns 0.000 43 r . A K 0 0.1469 0.1469 < 48.34884699 ns 0.000 44 M . A G 0 0.1370 0.1370 < 48.82795539 ns 0.000 45 o . b G 0 0.1321 0.1321 < 49.06755654 ns 0.000 46 S . b G 0 0.1175 0.1175 < 49.79342749 ns 0.000 47 M . A K 0 0.0979 0.0979 < 50.77557849 ns 0.000 48 o . b K 0 0.0944 0.0944 < 50.95350003 ns 0.000 49 r . b G 0 0.0881 0.0881 < 51.27749592 ns 0.000 50 S . b K 0 0.0839 0.0839 < 51.49100881 ns 0.000 51 t . P G 65 65.0633 0.0001 < 29.66197583 ns 0.000 52 r . b K 0 0.0630 0.0630 < 52.58307245 ns 0.000 53 M . b G 0 0.0587 0.0587 < 52.80573258 ns 0.000 54 M . b K 0 0.0420 0.0420 < 53.69826439 ns 0.000 55 S . P G 2 1.9642 0.0007 > 32.73627099 ns 0.000 56 h . P K 16 15.9666 0.0001 > 29.73730437 ns 0.000 => N =715 and Configurations =56 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: . -> 715 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 70.552 G-square = 70.613 df = 45 p for chi-square = 0.008818641 p for G-square = 0.00870412 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 . I M G 84 49.9544 23.2032 > 6.809062e-05 *** 0.051 2 . F P K 65 32.9859 31.0709 > 6.226868e-06 *** 0.047 3 . F M G 34 54.2857 7.5804 < 3.713180e-02 * 0.031 4 . F P G 26 46.1581 8.8034 < 1.579561e-02 * 0.030 5 . I P K 14 30.3541 8.8112 < 1.480649e-02 * 0.024 6 . M M K 58 73.0484 3.1001 < 7.940751e-01 ns 0.023 7 . I M K 22 35.6988 5.2567 < 1.984185e-01 ns 0.020 8 . M M G 110 102.2187 0.5923 > 5.203571e+00 ns 0.013 9 . M P G 94 86.9148 0.5776 > 5.367595e+00 ns 0.011 10 . F M K 46 38.7941 1.3385 > 3.240827e+00 ns 0.011 11 . I A G 13 5.9268 8.4413 > 1.864959e-01 ns 0.010 12 . I P G 36 42.4753 0.9872 < 4.145239e+00 ns 0.010 13 . M P K 66 62.1118 0.2434 > 7.708263e+00 ns 0.006 14 . F A G 3 6.4407 1.8381 < 2.757478e+00 ns 0.005 15 . F A K 7 4.6027 1.2486 > 4.361467e+00 ns 0.003 16 . M b K 6 3.7143 1.4066 > 4.115565e+00 ns 0.003 17 . I A K 2 4.2355 1.1799 < 4.913550e+00 ns 0.003 18 . M b G 3 5.1976 0.9292 < 5.696251e+00 ns 0.003 19 . M A G 10 12.1276 0.3733 < 7.970926e+00 ns 0.003 20 . F b K 4 1.9726 2.0837 > 3.305040e+00 ns 0.003 21 . M A K 7 8.6668 0.3206 < 8.713499e+00 ns 0.002 22 . I b G 1 2.5401 0.9338 < 6.687069e+00 ns 0.002 23 . I b K 1 1.8152 0.3661 < 1.099261e+01 ns 0.001 24 . F b G 3 2.7603 0.0208 > 1.251314e+01 ns 0.000 => N =715 and Configurations =24 ------------------------------------- Frequencies of all variables' (levels): rel: . -> 715 text: F -> 188 text: I -> 173 text: M -> 354 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 110.707 G-square = 104.167 df = 17 p for chi-square = 8.881784e-16 p for G-square = 1.498801e-14 rel text PP variety Freq Exp Cont.chisq Obs-exp P.adj.bin Dec Q 1 z F P K 38 15.3165 33.5939 > 8.811210e-05 *** 0.032 2 z I M G 43 23.1956 16.9090 > 1.878412e-02 * 0.029 3 t M M G 57 37.8853 9.6442 > 2.847075e-01 ns 0.028 4 z M M G 35 47.4638 3.2729 < 5.364284e+00 ns 0.019 5 t M P K 34 23.0204 5.2367 > 2.904588e+00 ns 0.016 6 t M M K 17 27.0739 3.7484 < 4.110571e+00 ns 0.015 7 t I M K 3 13.2310 7.9112 < 1.362730e-01 ns 0.015 8 t F M G 10 20.1199 5.0901 < 1.573823e+00 ns 0.015 9 t F P G 7 17.1076 5.9718 < 7.906973e-01 ns 0.014 10 t M P G 42 32.2132 2.9734 > 8.626249e+00 ns 0.014 11 t I M G 27 18.5146 3.8889 > 5.995778e+00 ns 0.012 12 z M P G 33 40.3576 1.3414 < 2.212694e+01 ns 0.011 13 t I P K 4 11.2501 4.6723 < 2.059376e+00 ns 0.010 14 z F M K 25 18.0135 2.7097 > 1.112083e+01 ns 0.010 15 h M P G 17 11.0619 3.1876 > 9.538903e+00 ns 0.008 16 t F P K 18 12.2255 2.7275 > 1.180978e+01 ns 0.008 17 z F P G 16 21.4329 1.3772 < 2.314725e+01 ns 0.008 18 z I P K 9 14.0945 1.8414 < 1.725239e+01 ns 0.007 19 z M M K 29 33.9190 0.7134 < 3.721498e+01 ns 0.007 20 z M P K 24 28.8407 0.8125 < 3.481053e+01 ns 0.007 21 h F M G 2 6.9091 3.4880 < 5.236615e+00 ns 0.007 22 z I P G 15 19.7228 1.1309 < 2.817155e+01 ns 0.007 23 z I M K 12 16.5762 1.2634 < 2.598617e+01 ns 0.007 24 z F M G 21 25.2068 0.7021 < 3.867635e+01 ns 0.006 25 h F P G 2 5.8747 2.5556 < 1.126070e+01 ns 0.005 26 o I M G 4 0.6288 18.0741 > 6.614734e-01 ns 0.005 27 h I A G 4 0.7543 13.9660 > 1.242643e+00 ns 0.005 28 z F b K 4 0.9159 10.3851 > 2.384318e+00 ns 0.004 29 h I P K 1 3.8632 2.1221 < 1.705183e+01 ns 0.004 30 z F A K 5 2.1372 3.8347 > 1.101956e+01 ns 0.004 31 h F P K 7 4.1982 1.8699 > 2.212968e+01 ns 0.004 32 t I A G 5 2.1966 3.5778 > 1.206815e+01 ns 0.004 33 h I M G 9 6.3578 1.0981 > 3.208389e+01 ns 0.004 34 S F M K 3 0.4341 15.1667 > 1.654693e+00 ns 0.004 35 t F M K 12 14.3782 0.3934 < 5.376461e+01 ns 0.003 36 z M b G 0 2.4134 2.4134 < 1.497628e+01 ns 0.003 37 t M A K 1 3.2122 1.5235 < 2.838842e+01 ns 0.003 38 h F M K 3 4.9374 0.7602 < 4.585627e+01 ns 0.003 39 S M M G 3 1.1437 3.0129 > 1.821073e+01 ns 0.003 40 M F P K 2 0.1845 17.8647 > 2.529087e+00 ns 0.003 41 z F b G 3 1.2817 2.3036 > 2.327592e+01 ns 0.002 42 r I M K 2 0.2996 9.6507 > 6.183789e+00 ns 0.002 43 r F M K 2 0.3255 8.6143 > 7.180840e+00 ns 0.002 44 h I P G 4 5.4059 0.3656 < 6.241315e+01 ns 0.002 45 t F A G 1 2.3871 0.8060 < 5.220619e+01 ns 0.002 46 r M M K 2 0.6130 3.1383 > 2.119204e+01 ns 0.002 47 z M b K 3 1.7247 0.9430 > 4.186910e+01 ns 0.002 48 z I A G 4 2.7520 0.5660 > 4.994657e+01 ns 0.002 49 z I b G 0 1.1794 1.1794 < 5.160164e+01 ns 0.002 50 t F b G 0 1.0230 1.0230 < 6.035162e+01 ns 0.001 51 h M M G 14 13.0097 0.0754 > 7.190800e+01 ns 0.001 52 z F A G 2 2.9906 0.3281 < 7.137064e+01 ns 0.001 53 z M A K 5 4.0243 0.2366 > 6.315463e+01 ns 0.001 54 z I A K 1 1.9667 0.4752 < 6.967564e+01 ns 0.001 55 t I b G 0 0.9414 0.9414 < 6.549186e+01 ns 0.001 56 o M M K 0 0.9195 0.9195 < 6.694570e+01 ns 0.001 57 r M M G 0 0.8578 0.8578 < 7.121258e+01 ns 0.001 58 z I b K 0 0.8429 0.8429 < 7.228437e+01 ns 0.001 59 h F A G 0 0.8197 0.8197 < 7.397831e+01 ns 0.001 60 S M M K 0 0.8173 0.8173 < 7.415606e+01 ns 0.001 61 M F M K 1 0.2170 2.8253 > 3.278024e+01 ns 0.001 62 o M P K 0 0.7818 0.7818 < 7.683880e+01 ns 0.001 63 h I b K 1 0.2310 2.5600 > 3.466002e+01 ns 0.001 64 t F b K 0 0.7311 0.7311 < 8.084179e+01 ns 0.001 65 r M P G 0 0.7294 0.7294 < 8.098280e+01 ns 0.001 66 M I M G 1 0.2795 1.8573 > 4.096731e+01 ns 0.001 67 h M M K 10 9.2971 0.0531 > 7.592312e+01 ns 0.001 68 S M P K 0 0.6950 0.6950 < 8.381979e+01 ns 0.001 69 h I b G 1 0.3233 1.4164 > 4.641525e+01 ns 0.001 70 t I b K 0 0.6728 0.6728 < 8.570263e+01 ns 0.001 71 z M A G 5 5.6313 0.0708 < 8.503087e+01 ns 0.001 72 t M b K 2 1.3766 0.2823 > 6.723384e+01 ns 0.001 73 S F M G 0 0.6074 0.6074 < 9.149771e+01 ns 0.001 74 h F A K 0 0.5858 0.5858 < 9.349683e+01 ns 0.001 75 o F P G 0 0.5810 0.5810 < 9.394563e+01 ns 0.001 76 M M M G 0 0.5719 0.5719 < 9.481069e+01 ns 0.001 77 t I A K 1 1.5698 0.2068 < 8.980318e+01 ns 0.001 78 S I M G 0 0.5589 0.5589 < 9.604488e+01 ns 0.001 79 o I M K 1 0.4494 0.6746 > 6.082454e+01 ns 0.001 80 h I M K 4 4.5435 0.0650 < 8.795532e+01 ns 0.001 81 h M A G 1 1.5435 0.1914 < 9.125313e+01 ns 0.001 82 h I A K 0 0.5391 0.5391 < 9.797412e+01 ns 0.001 83 h M b K 1 0.4727 0.5882 > 6.330249e+01 ns 0.001 84 r M P K 0 0.5212 0.5212 < 9.973894e+01 ns 0.001 85 t M A G 4 4.4949 0.0545 < 8.950753e+01 ns 0.001 86 o F M K 0 0.4883 0.4883 < 1.030774e+02 ns 0.001 87 M M P G 0 0.4862 0.4862 < 1.032922e+02 ns 0.001 88 S F P G 1 0.5165 0.4526 > 6.778452e+01 ns 0.001 89 S I P G 0 0.4752 0.4752 < 1.044343e+02 ns 0.001 90 o I P G 1 0.5347 0.4049 > 6.959322e+01 ns 0.001 91 r F M G 0 0.4555 0.4555 < 1.065138e+02 ns 0.001 92 r I M G 0 0.4192 0.4192 < 1.104589e+02 ns 0.001 93 o F P K 0 0.4152 0.4152 < 1.109008e+02 ns 0.001 94 M M M K 0 0.4087 0.4087 < 1.116294e+02 ns 0.001 95 S I M K 0 0.3994 0.3994 < 1.126657e+02 ns 0.001 96 r F P G 0 0.3873 0.3873 < 1.140364e+02 ns 0.001 97 o I P K 0 0.3821 0.3821 < 1.146384e+02 ns 0.001 98 S F P K 0 0.3691 0.3691 < 1.161399e+02 ns 0.001 99 r I P G 0 0.3564 0.3564 < 1.176176e+02 ns 0.000 100 h F b G 0 0.3513 0.3513 < 1.182225e+02 ns 0.000 101 M M P K 0 0.3475 0.3475 < 1.186765e+02 ns 0.000 102 S I P K 0 0.3396 0.3396 < 1.196125e+02 ns 0.000 103 h M b G 1 0.6615 0.1732 > 8.132636e+01 ns 0.000 104 o F M G 1 0.6833 0.1468 > 8.319781e+01 ns 0.000 105 M F M G 0 0.3037 0.3037 < 1.239903e+02 ns 0.000 106 t F A K 2 1.7059 0.0507 > 8.548560e+01 ns 0.000 107 o M M G 1 1.2867 0.0639 < 1.060855e+02 ns 0.000 108 r F P K 0 0.2768 0.2768 < 1.273712e+02 ns 0.000 109 t I P G 16 15.7426 0.0042 > 8.540430e+01 ns 0.000 110 M F P G 0 0.2582 0.2582 < 1.297604e+02 ns 0.000 111 r I P K 0 0.2547 0.2547 < 1.302166e+02 ns 0.000 112 h F b K 0 0.2511 0.2511 < 1.306947e+02 ns 0.000 113 M I P G 0 0.2376 0.2376 < 1.324626e+02 ns 0.000 114 M I M K 0 0.1997 0.1997 < 1.375823e+02 ns 0.000 115 M I P K 0 0.1698 0.1698 < 1.417593e+02 ns 0.000 116 o M A G 0 0.1527 0.1527 < 1.442131e+02 ns 0.000 117 S M A G 0 0.1357 0.1357 < 1.466806e+02 ns 0.000 118 o M A K 0 0.1091 0.1091 < 1.506356e+02 ns 0.000 119 h M A K 1 1.1030 0.0096 < 1.172449e+02 ns 0.000 120 r M A G 0 0.1018 0.1018 < 1.517427e+02 ns 0.000 121 S M A K 0 0.0970 0.0970 < 1.524729e+02 ns 0.000 122 h M P K 8 7.9051 0.0011 > 8.978448e+01 ns 0.000 123 o M P G 1 1.0940 0.0081 < 1.177997e+02 ns 0.000 124 o F A G 0 0.0811 0.0811 < 1.549168e+02 ns 0.000 125 o I A G 0 0.0746 0.0746 < 1.559222e+02 ns 0.000 126 t M b G 2 1.9264 0.0028 > 9.644015e+01 ns 0.000 127 r M A K 0 0.0727 0.0727 < 1.562148e+02 ns 0.000 128 S F A G 0 0.0721 0.0721 < 1.563187e+02 ns 0.000 129 M M A G 0 0.0678 0.0678 < 1.569793e+02 ns 0.000 130 S I A G 0 0.0663 0.0663 < 1.572202e+02 ns 0.000 131 o M b G 0 0.0654 0.0654 < 1.573601e+02 ns 0.000 132 S M b G 0 0.0582 0.0582 < 1.585083e+02 ns 0.000 133 o F A K 0 0.0579 0.0579 < 1.585430e+02 ns 0.000 134 r F A G 0 0.0540 0.0540 < 1.591607e+02 ns 0.000 135 o I A K 0 0.0533 0.0533 < 1.592776e+02 ns 0.000 136 S F A K 0 0.0515 0.0515 < 1.595669e+02 ns 0.000 137 r I A G 0 0.0497 0.0497 < 1.598486e+02 ns 0.000 138 M M A K 0 0.0485 0.0485 < 1.600485e+02 ns 0.000 139 S I A K 0 0.0474 0.0474 < 1.602240e+02 ns 0.000 140 o M b K 0 0.0468 0.0468 < 1.603259e+02 ns 0.000 141 r M b G 0 0.0436 0.0436 < 1.608298e+02 ns 0.000 142 S M b K 0 0.0416 0.0416 < 1.611610e+02 ns 0.000 143 r F A K 0 0.0386 0.0386 < 1.616347e+02 ns 0.000 144 M F A G 0 0.0360 0.0360 < 1.620543e+02 ns 0.000 145 r I A K 0 0.0355 0.0355 < 1.621336e+02 ns 0.000 146 o F b G 0 0.0347 0.0347 < 1.622630e+02 ns 0.000 147 M I A G 0 0.0332 0.0332 < 1.625209e+02 ns 0.000 148 o I b G 0 0.0320 0.0320 < 1.627134e+02 ns 0.000 149 r M b K 0 0.0312 0.0312 < 1.628442e+02 ns 0.000 150 S F b G 0 0.0309 0.0309 < 1.628906e+02 ns 0.000 151 M M b G 0 0.0291 0.0291 < 1.631853e+02 ns 0.000 152 S I b G 0 0.0284 0.0284 < 1.632925e+02 ns 0.000 153 S M P G 1 0.9725 0.0008 > 1.045134e+02 ns 0.000 154 M F A K 0 0.0257 0.0257 < 1.637293e+02 ns 0.000 155 o F b K 0 0.0248 0.0248 < 1.638799e+02 ns 0.000 156 M I A K 0 0.0237 0.0237 < 1.640660e+02 ns 0.000 157 r F b G 0 0.0232 0.0232 < 1.641532e+02 ns 0.000 158 o I b K 0 0.0228 0.0228 < 1.642049e+02 ns 0.000 159 S F b K 0 0.0221 0.0221 < 1.643327e+02 ns 0.000 160 r I b G 0 0.0213 0.0213 < 1.644569e+02 ns 0.000 161 M M b K 0 0.0208 0.0208 < 1.645450e+02 ns 0.000 162 S I b K 0 0.0203 0.0203 < 1.646223e+02 ns 0.000 163 r F b K 0 0.0166 0.0166 < 1.652419e+02 ns 0.000 164 M F b G 0 0.0154 0.0154 < 1.654256e+02 ns 0.000 165 r I b K 0 0.0152 0.0152 < 1.654603e+02 ns 0.000 166 M I b G 0 0.0142 0.0142 < 1.656296e+02 ns 0.000 167 M F b K 0 0.0110 0.0110 < 1.661562e+02 ns 0.000 168 M I b K 0 0.0102 0.0102 < 1.663026e+02 ns 0.000 => N =715 and Configurations =168 ------------------------------------- Frequencies of all variables' (levels): rel: h -> 91 rel: M -> 4 rel: o -> 9 rel: r -> 6 rel: S -> 8 rel: t -> 265 rel: z -> 332 text: F -> 188 text: I -> 173 text: M -> 354 PP: A -> 42 PP: b -> 18 PP: M -> 354 PP: P -> 301 variety: G -> 417 variety: K -> 298 ------------------------------------- chi-square = 287.768 G-square = 249.984 df = 155 p for chi-square = 5.065063e-10 p for G-square = 2.035788e-06 I'd be happy if you provided me with feedback and acknowledged the use of HCFA 3.2 ...