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Os01g0111400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, BED-type predicted domain containing 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 = humidity,
response mode = > th, dose dependency = dose independent, type of G = no)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40.87 | 0.3 | 9.48 | 1.19 | 0.609 | 0.578 | -0.139 | -0.841 | 0.323 | 2.18 | 80 | 828 | -- | -- |
42.17 | 0.302 | 9.48 | 1.13 | 0.626 | 0.592 | 0.0358 | -- | 0.316 | 2.2 | 80 | 857 | -- | -- |
40.93 | 0.298 | 9.48 | 1.19 | 0.616 | 0.585 | -- | -0.791 | 0.323 | 2.21 | 80.18 | 840 | -- | -- |
42.16 | 0.302 | 9.48 | 1.13 | 0.617 | 0.569 | -- | -- | 0.313 | 2.3 | 80.42 | 854 | -- | -- |
48.02 | 0.323 | 9.48 | 1.14 | -- | 0.502 | -- | -0.372 | 0.319 | -- | 79.91 | 297 | -- | -- |
48.19 | 0.325 | 9.48 | 1.1 | 0.604 | -- | -0.141 | -- | 0.285 | 4.09 | -- | -- | -- | -- |
48.25 | 0.325 | 9.48 | 1.1 | 0.603 | -- | -- | -- | 0.286 | 4.05 | -- | -- | -- | -- |
48.54 | 0.324 | 9.48 | 1.12 | -- | 0.495 | -- | -- | 0.314 | -- | 79.99 | 290 | -- | -- |
74.08 | 0.401 | 9.49 | -- | 0.679 | 0.628 | -- | -- | 0.199 | 2.57 | 82 | 936 | -- | -- |
68.02 | 0.385 | 9.48 | 1.13 | -- | -- | -- | -- | 0.302 | -- | -- | -- | -- | -- |
80.3 | 0.419 | 9.51 | -- | 0.624 | -- | -- | -- | 0.163 | 4.02 | -- | -- | -- | -- |
79.4 | 0.415 | 9.51 | -- | -- | 0.521 | -- | -- | 0.186 | -- | 83 | 293 | -- | -- |
101.54 | 0.47 | 9.51 | -- | -- | -- | -- | -- | 0.177 | -- | -- | -- | -- | -- |
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 |
---|---|---|---|---|---|---|---|---|---|
1 | 39.71 | humidity | 80 | 720 | > th | dose independent | rect. | 10 | 19 |
8 | 40.02 | humidity | 80 | 1440 | > th | dose dependent | rect. | 10 | 4 |
12 | 40.25 | humidity | 80 | 720 | < th | dose independent | rect. | 10 | 16 |
19 | 40.30 | humidity | 80 | 720 | > th | dose independent | rect. | 10 | 12 |
23 | 40.34 | humidity | 80 | 720 | < th | dose independent | rect. | 10 | 12 |
31 | 40.38 | wind | 1 | 14400 | < th | dose independent | rect. | 1 | 2 |
42 | 40.47 | humidity | 70 | 1440 | > th | dose dependent | rect. | 11 | 2 |
72 | 40.67 | humidity | 80 | 720 | < th | dose independent | sin | 18 | NA |
78 | 40.71 | wind | 1 | 14400 | > th | dose independent | rect. | 1 | 2 |
91 | 40.85 | humidity | 80 | 720 | > th | dose independent | sin | 16 | NA |
101 | 40.89 | humidity | 80 | 720 | > th | dose independent | sin | 18 | NA |
107 | 40.91 | humidity | 80 | 1440 | > th | dose independent | rect. | 10 | 4 |
109 | 40.91 | humidity | 70 | 720 | > th | dose dependent | rect. | 10 | 20 |
122 | 40.98 | humidity | 70 | 720 | > th | dose dependent | rect. | 10 | 14 |
163 | 41.15 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 6 |
203 | 41.29 | humidity | 80 | 720 | > th | dose independent | rect. | 23 | 23 |
211 | 41.31 | humidity | 80 | 1440 | < th | dose independent | rect. | 10 | 4 |
234 | 41.37 | radiation | 10 | 1440 | < th | dose dependent | rect. | 15 | 2 |
248 | 41.42 | humidity | 80 | 720 | > th | dose independent | no | NA | NA |
251 | 41.42 | humidity | 70 | 720 | > th | dose dependent | sin | 19 | NA |
255 | 41.44 | humidity | 80 | 720 | > th | dose dependent | sin | 22 | NA |
258 | 41.45 | humidity | 80 | 720 | < th | dose independent | rect. | 19 | 23 |
262 | 41.46 | humidity | 80 | 720 | > th | dose independent | rect. | 3 | 23 |
269 | 41.47 | humidity | 80 | 720 | > th | dose independent | rect. | 17 | 23 |
271 | 41.48 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 1 |
297 | 41.52 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 14 |
302 | 41.53 | radiation | 10 | 1440 | < th | dose dependent | rect. | 11 | 10 |
320 | 41.56 | radiation | 1 | 720 | < th | dose independent | rect. | 7 | 18 |
334 | 41.58 | humidity | 80 | 720 | > th | dose independent | rect. | 14 | 23 |
368 | 41.64 | humidity | 70 | 720 | > th | dose dependent | rect. | 2 | 22 |
380 | 41.66 | humidity | 80 | 720 | < th | dose independent | rect. | 3 | 23 |
391 | 41.67 | humidity | 80 | 720 | < th | dose independent | rect. | 24 | 22 |
405 | 41.68 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 5 |
414 | 41.69 | humidity | 80 | 720 | < th | dose independent | no | NA | NA |
504 | 41.81 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 7 |
542 | 41.86 | humidity | 70 | 720 | > th | dose dependent | no | NA | NA |
546 | 41.87 | radiation | 1 | 1440 | < th | dose independent | rect. | 8 | 4 |
550 | 41.87 | radiation | 1 | 1440 | < th | dose dependent | rect. | 8 | 4 |
554 | 41.87 | humidity | 70 | 720 | > th | dose dependent | rect. | 17 | 23 |
565 | 41.89 | humidity | 70 | 720 | > th | dose dependent | rect. | 23 | 23 |
578 | 41.91 | humidity | 80 | 720 | < th | dose independent | rect. | 13 | 23 |
580 | 41.92 | wind | 7 | 1440 | > th | dose independent | rect. | 2 | 6 |
582 | 41.92 | humidity | 50 | 720 | > th | dose dependent | rect. | 17 | 7 |
618 | 41.96 | wind | 7 | 1440 | > th | dose independent | rect. | 7 | 1 |
688 | 42.03 | wind | 3 | 4320 | > th | dose independent | rect. | 23 | 8 |
702 | 42.04 | radiation | 10 | 1440 | < th | dose dependent | sin | 17 | NA |
717 | 42.06 | humidity | 70 | 720 | > th | dose dependent | rect. | 13 | 23 |
728 | 42.08 | radiation | 1 | 1440 | < th | dose independent | rect. | 10 | 2 |
731 | 42.08 | radiation | 1 | 1440 | < th | dose dependent | rect. | 10 | 2 |
732 | 42.08 | wind | 7 | 1440 | > th | dose dependent | rect. | 4 | 6 |
751 | 42.10 | radiation | 1 | 720 | < th | dose dependent | rect. | 7 | 18 |
757 | 42.11 | wind | 7 | 1440 | > th | dose dependent | rect. | 7 | 3 |
767 | 42.12 | radiation | 1 | 1440 | > th | dose independent | rect. | 8 | 5 |
771 | 42.12 | wind | 7 | 1440 | > th | dose dependent | rect. | 9 | 1 |
792 | 42.15 | wind | 3 | 4320 | < th | dose independent | rect. | 23 | 8 |
820 | 42.18 | humidity | 80 | 90 | > th | dose dependent | rect. | 10 | 15 |
827 | 42.19 | humidity | 90 | 720 | < th | dose dependent | rect. | 15 | 8 |
850 | 42.22 | humidity | 90 | 1440 | < th | dose independent | rect. | 9 | 1 |
910 | 42.28 | wind | 3 | 4320 | > th | dose independent | rect. | 23 | 10 |
913 | 42.28 | humidity | 70 | 720 | > th | dose dependent | rect. | 18 | 3 |
931 | 42.30 | radiation | 1 | 720 | < th | dose independent | sin | 20 | NA |
961 | 42.32 | radiation | 1 | 720 | < th | dose independent | rect. | 7 | 12 |
963 | 42.32 | radiation | 1 | 720 | < th | dose dependent | rect. | 7 | 12 |
966 | 42.32 | radiation | 1 | 720 | < th | dose dependent | rect. | 21 | 22 |
967 | 42.33 | wind | 3 | 4320 | < th | dose independent | rect. | 23 | 6 |