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Os01g0838600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Zinc finger, C2H2-type 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
101.29 | 0.473 | 10.6 | -1.45 | 0.963 | 1.42 | 0.965 | -3.91 | 0.0651 | 6.49 | 25.5 | 1347 | -- | -- |
117.07 | 0.504 | 10.5 | -0.393 | 0.967 | 1.28 | 0.756 | -- | 0.336 | 5.96 | 25.4 | 1436 | -- | -- |
103.45 | 0.474 | 10.6 | -1.41 | 0.974 | 1.4 | -- | -3.77 | 0.0717 | 6.27 | 25.51 | 1366 | -- | -- |
117.18 | 0.504 | 10.5 | -0.322 | 0.971 | 1.19 | -- | -- | 0.381 | 6.14 | 25.5 | 1412 | -- | -- |
151.35 | 0.573 | 10.6 | -1.38 | -- | 1.59 | -- | -3.82 | 0.0624 | -- | 25.6 | 1304 | -- | -- |
153.55 | 0.581 | 10.4 | 0.0791 | 1.07 | -- | 0.704 | -- | 0.839 | 5.94 | -- | -- | -- | -- |
154.66 | 0.582 | 10.4 | 0.0836 | 1.08 | -- | -- | -- | 0.836 | 5.8 | -- | -- | -- | -- |
165.97 | 0.6 | 10.5 | -0.282 | -- | 1.28 | -- | -- | 0.418 | -- | 25.52 | 1328 | -- | -- |
118.5 | 0.507 | 10.5 | -- | 0.988 | 1.08 | -- | -- | 0.487 | 6.11 | 25.6 | 1420 | -- | -- |
214.74 | 0.685 | 10.4 | 0.117 | -- | -- | -- | -- | 0.861 | -- | -- | -- | -- | -- |
154.84 | 0.582 | 10.4 | -- | 1.08 | -- | -- | -- | 0.827 | 5.8 | -- | -- | -- | -- |
167.9 | 0.603 | 10.5 | -- | -- | 1.22 | -- | -- | 0.47 | -- | 25.54 | 1310 | -- | -- |
215.1 | 0.685 | 10.4 | -- | -- | -- | -- | -- | 0.848 | -- | -- | -- | -- | -- |
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 | 95.84 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 1 |
2 | 96.29 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 1 |
8 | 100.79 | temperature | 25 | 1440 | > th | dose independent | sin | 15 | NA |
9 | 100.80 | temperature | 25 | 1440 | > th | dose independent | rect. | 16 | 8 |
16 | 101.22 | temperature | 25 | 1440 | < th | dose independent | rect. | 15 | 11 |
18 | 101.26 | temperature | 25 | 1440 | < th | dose independent | rect. | 16 | 9 |
21 | 101.34 | temperature | 25 | 1440 | < th | dose independent | sin | 15 | NA |
46 | 102.39 | temperature | 25 | 1440 | > th | dose independent | rect. | 15 | 16 |
51 | 102.54 | humidity | 90 | 43200 | < th | dose independent | rect. | 22 | 1 |
54 | 102.62 | temperature | 25 | 1440 | > th | dose independent | rect. | 15 | 22 |
55 | 102.63 | temperature | 25 | 1440 | > th | dose independent | rect. | 9 | 22 |
64 | 102.77 | temperature | 25 | 1440 | < th | dose independent | rect. | 16 | 21 |
68 | 102.88 | temperature | 25 | 1440 | < th | dose independent | rect. | 15 | 16 |
74 | 102.91 | temperature | 25 | 1440 | > th | dose independent | rect. | 9 | 17 |
91 | 103.07 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 1 |
94 | 103.10 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 3 |
125 | 103.40 | temperature | 25 | 1440 | > th | dose independent | rect. | 5 | 21 |
130 | 103.43 | temperature | 25 | 1440 | < th | dose independent | rect. | 9 | 22 |
161 | 103.63 | temperature | 25 | 1440 | > th | dose independent | rect. | 1 | 23 |
167 | 103.68 | temperature | 25 | 1440 | < th | dose independent | rect. | 9 | 17 |
173 | 103.72 | temperature | 25 | 1440 | > th | dose independent | no | NA | NA |
174 | 103.73 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 3 |
186 | 103.83 | temperature | 25 | 1440 | < th | dose independent | rect. | 5 | 21 |
207 | 103.91 | temperature | 25 | 1440 | > th | dose dependent | sin | 13 | NA |
228 | 104.02 | temperature | 25 | 1440 | > th | dose dependent | rect. | 11 | 20 |
269 | 104.17 | temperature | 20 | 1440 | > th | dose dependent | rect. | 14 | 16 |
271 | 104.18 | temperature | 25 | 1440 | < th | dose independent | rect. | 1 | 23 |
274 | 104.19 | temperature | 25 | 1440 | > th | dose independent | rect. | 20 | 23 |
276 | 104.20 | temperature | 25 | 1440 | < th | dose independent | no | NA | NA |
277 | 104.20 | temperature | 25 | 1440 | > th | dose independent | rect. | 20 | 3 |
330 | 104.39 | temperature | 20 | 1440 | > th | dose dependent | rect. | 20 | 3 |
382 | 104.56 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 1 |
467 | 104.74 | temperature | 25 | 1440 | < th | dose independent | rect. | 20 | 23 |
501 | 104.81 | temperature | 20 | 1440 | > th | dose dependent | rect. | 16 | 9 |
588 | 105.00 | wind | 5 | 43200 | < th | dose independent | rect. | 10 | 6 |
602 | 105.03 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 6 |
619 | 105.06 | wind | 3 | 43200 | > th | dose dependent | rect. | 11 | 4 |
637 | 105.09 | wind | 5 | 43200 | > th | dose dependent | rect. | 10 | 7 |
643 | 105.10 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 2 |
748 | 105.30 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 8 |
757 | 105.31 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 8 |
764 | 105.33 | radiation | 20 | 43200 | < th | dose independent | rect. | 8 | 1 |
811 | 105.40 | radiation | 40 | 43200 | < th | dose independent | rect. | 10 | 1 |
818 | 105.41 | radiation | 20 | 43200 | < th | dose independent | rect. | 18 | 15 |
821 | 105.42 | radiation | 20 | 43200 | < th | dose independent | rect. | 5 | 4 |
825 | 105.42 | radiation | 20 | 43200 | < th | dose independent | rect. | 21 | 12 |
834 | 105.43 | radiation | 20 | 43200 | < th | dose independent | rect. | 23 | 10 |
839 | 105.43 | temperature | 25 | 4320 | > th | dose dependent | rect. | 16 | 2 |
878 | 105.52 | humidity | 90 | 43200 | < th | dose independent | rect. | 15 | 10 |
902 | 105.56 | radiation | 40 | 43200 | > th | dose dependent | rect. | 10 | 1 |
927 | 105.60 | temperature | 25 | 4320 | > th | dose dependent | rect. | 15 | 4 |
968 | 105.67 | radiation | 1 | 14400 | < th | dose dependent | rect. | 2 | 3 |