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Os05g0177500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.
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log2(Expression) ~ Norm(μ, σ2)
μ = α + β1D + β2C + β3E + β4D*C + β5D*E + γ1N8
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Dependence on each variable
Residual plot
Process of the parameter reduction
(fixed parameters. wheather = temperature,
response mode = > th, dose dependency = dose independent, type of G = sin)
deviance | σ | α | β1 | β2 | β3 | β4 | β5 | γ1 | peak time of C | threshold | memory length | peak or start time of G | open length of G |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1042.76 | 1.52 | 11.1 | 0.6 | 5 | -4.11 | 5.01 | 5.59 | -2.17 | 8.12 | 20.09 | 28 | 8.84 | -- |
1091.66 | 1.55 | 11.2 | 0.238 | 4.25 | -4.75 | 0.708 | -- | -2.32 | 8.03 | 19.6 | 28 | 8.76 | -- |
1079.51 | 1.53 | 11.1 | 0.411 | 5.43 | -4.14 | -- | 2.55 | -2.22 | 7.52 | 20 | 24 | 7.9 | -- |
1092.71 | 1.55 | 11.2 | 0.247 | 4.4 | -4.68 | -- | -- | -2.32 | 7.81 | 19.6 | 15 | 8.52 | -- |
1446.11 | 1.77 | 11.4 | -0.399 | -- | -8.35 | -- | -1.89 | -2.76 | -- | 14.4 | 57 | 10.1 | -- |
1466.01 | 1.79 | 11.1 | -0.566 | 8.34 | -- | 2.26 | -- | -2.79 | 8.38 | -- | -- | -- | -- |
1482 | 1.8 | 11.1 | -0.498 | 8.34 | -- | -- | -- | -2.79 | 8.37 | -- | -- | -- | -- |
1281.48 | 1.67 | 11.3 | 0.765 | -- | -8.4 | -- | -- | -2.28 | -- | 18.77 | 44 | 9.78 | -- |
1094.25 | 1.55 | 11.2 | -- | 4.46 | -4.62 | -- | -- | -2.35 | 7.81 | 19.61 | 14 | 8.5 | -- |
5351.38 | 3.42 | 11.4 | -0.45 | -- | -- | -- | -- | -2.71 | -- | -- | -- | -- | -- |
1488.54 | 1.8 | 11.1 | -- | 8.34 | -- | -- | -- | -2.74 | 8.37 | -- | -- | -- | -- |
1171.87 | 1.59 | 11.2 | -- | -- | -8.33 | -- | -- | -2.15 | -- | 19.32 | 294 | 11.8 | -- |
5356.72 | 3.42 | 11.4 | -- | -- | -- | -- | -- | -2.66 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
Local optima within top1000 grid-points
rank | deviance | wheather | threshold | memory length | response mode | dose dependency | type of G | peak or start time of G | open length of G |
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1 | 1043.67 | temperature | 20 | 30 | > th | dose independent | sin | 15 | NA |
2 | 1045.86 | temperature | 20 | 270 | > th | dose independent | rect. | 15 | 10 |
8 | 1055.89 | temperature | 20 | 90 | < th | dose independent | sin | 15 | NA |
9 | 1056.30 | temperature | 20 | 10 | < th | dose independent | sin | 14 | NA |
22 | 1066.64 | temperature | 20 | 10 | < th | dose independent | rect. | 14 | 14 |
24 | 1067.44 | temperature | 20 | 90 | < th | dose independent | rect. | 15 | 12 |
26 | 1068.23 | temperature | 20 | 90 | < th | dose independent | rect. | 12 | 15 |
33 | 1070.92 | temperature | 20 | 10 | < th | dose independent | rect. | 12 | 16 |
60 | 1076.76 | temperature | 20 | 90 | < th | dose independent | rect. | 17 | 10 |
90 | 1083.61 | temperature | 25 | 270 | < th | dose dependent | sin | 17 | NA |
95 | 1085.45 | temperature | 20 | 1440 | > th | dose independent | rect. | 6 | 1 |
96 | 1085.52 | temperature | 25 | 90 | < th | dose dependent | sin | 15 | NA |
99 | 1086.59 | temperature | 25 | 270 | < th | dose dependent | rect. | 11 | 15 |
102 | 1087.52 | temperature | 25 | 270 | < th | dose dependent | rect. | 15 | 11 |
113 | 1089.54 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
124 | 1090.50 | temperature | 25 | 10 | < th | dose dependent | sin | 14 | NA |
194 | 1100.91 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 2 |
238 | 1105.18 | temperature | 20 | 10 | < th | dose independent | rect. | 10 | 18 |
270 | 1109.65 | temperature | 25 | 90 | < th | dose dependent | rect. | 19 | 10 |
331 | 1116.93 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 12 |
332 | 1116.98 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 12 |
403 | 1120.09 | temperature | 25 | 10 | < th | dose dependent | rect. | 12 | 17 |
436 | 1121.30 | temperature | 20 | 1440 | > th | dose independent | sin | 10 | NA |
440 | 1121.45 | temperature | 20 | 1440 | < th | dose independent | sin | 10 | NA |
445 | 1121.60 | temperature | 20 | 1440 | < th | dose independent | rect. | 2 | 6 |
475 | 1122.87 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 2 |
508 | 1124.41 | temperature | 20 | 1440 | > th | dose independent | rect. | 2 | 6 |
523 | 1125.27 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 8 |
526 | 1125.37 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 2 |
531 | 1125.55 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 8 |
532 | 1125.65 | temperature | 20 | 10 | < th | dose independent | rect. | 6 | 22 |
551 | 1126.45 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 4 |
553 | 1126.53 | temperature | 20 | 1440 | < th | dose dependent | rect. | 2 | 2 |
554 | 1126.55 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 8 |
622 | 1128.96 | temperature | 20 | 90 | > th | dose independent | rect. | 18 | 17 |
629 | 1129.10 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
720 | 1132.33 | temperature | 20 | 10 | > th | dose independent | rect. | 16 | 20 |
784 | 1134.61 | temperature | 20 | 10 | > th | dose independent | rect. | 7 | 23 |
847 | 1137.20 | temperature | 20 | 10 | > th | dose independent | rect. | 13 | 23 |
881 | 1138.09 | temperature | 20 | 90 | > th | dose independent | rect. | 15 | 23 |
905 | 1138.97 | temperature | 20 | 270 | > th | dose independent | rect. | 15 | 19 |
910 | 1139.26 | temperature | 20 | 10 | > th | dose independent | rect. | 16 | 23 |
925 | 1139.65 | temperature | 20 | 10 | > th | dose independent | rect. | 18 | 10 |