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Os03g0618800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
31.56 | 0.264 | 12.2 | -0.294 | 0.612 | -0.547 | 0.0663 | 0.833 | 0.00688 | 0.524 | 19.1 | 2107 | -- | -- |
32.13 | 0.264 | 12.2 | -0.27 | 0.617 | -0.837 | 0.0875 | -- | 0.00961 | 0.202 | 18.68 | 2749 | -- | -- |
31.58 | 0.262 | 12.2 | -0.294 | 0.612 | -0.548 | -- | 0.822 | 0.00725 | 0.524 | 19.1 | 2107 | -- | -- |
32.11 | 0.264 | 12.2 | -0.255 | 0.614 | -0.821 | -- | -- | 0.0144 | 0.27 | 18.6 | 2750 | -- | -- |
53.95 | 0.342 | 12.3 | -0.328 | -- | -0.629 | -- | 0.876 | -0.0331 | -- | 18.9 | 2397 | -- | -- |
41.71 | 0.303 | 12.2 | 0.134 | 0.638 | -- | 0.00481 | -- | 0.169 | 0.457 | -- | -- | -- | -- |
41.71 | 0.302 | 12.2 | 0.134 | 0.638 | -- | -- | -- | 0.169 | 0.457 | -- | -- | -- | -- |
53.74 | 0.341 | 12.2 | -0.273 | -- | -0.904 | -- | -- | 0.0161 | -- | 18.6 | 2386 | -- | -- |
33.1 | 0.268 | 12.2 | -- | 0.624 | -0.781 | -- | -- | 0.0753 | 0.477 | 18.5 | 1963 | -- | -- |
67.29 | 0.383 | 12.2 | 0.156 | -- | -- | -- | -- | 0.18 | -- | -- | -- | -- | -- |
42.18 | 0.304 | 12.2 | -- | 0.64 | -- | -- | -- | 0.154 | 0.468 | -- | -- | -- | -- |
55.28 | 0.346 | 12.2 | -- | -- | -0.759 | -- | -- | 0.0593 | -- | 18.67 | 2385 | -- | -- |
67.93 | 0.385 | 12.2 | -- | -- | -- | -- | -- | 0.163 | -- | -- | -- | -- | -- |
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 | 30.63 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 20 |
2 | 30.64 | wind | 9 | 43200 | > th | dose independent | rect. | 14 | 23 |
3 | 30.64 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 16 |
5 | 30.65 | wind | 9 | 43200 | < th | dose independent | rect. | 15 | 21 |
10 | 30.65 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 14 |
23 | 30.71 | wind | 9 | 43200 | > th | dose independent | rect. | 17 | 22 |
30 | 30.73 | wind | 7 | 43200 | > th | dose dependent | rect. | 15 | 22 |
34 | 30.75 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 8 |
38 | 30.79 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 19 |
42 | 30.80 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 22 |
44 | 30.81 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 22 |
48 | 30.81 | wind | 9 | 43200 | > th | dose dependent | sin | 19 | NA |
50 | 30.82 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 2 |
55 | 30.83 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 2 |
56 | 30.83 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 19 |
68 | 30.86 | wind | 7 | 43200 | > th | dose dependent | rect. | 20 | 20 |
75 | 30.87 | wind | 9 | 43200 | > th | dose dependent | rect. | 14 | 18 |
86 | 30.89 | wind | 9 | 43200 | < th | dose independent | no | NA | NA |
88 | 30.89 | wind | 9 | 43200 | > th | dose independent | rect. | 4 | 22 |
89 | 30.89 | wind | 9 | 43200 | < th | dose independent | rect. | 3 | 22 |
92 | 30.89 | wind | 9 | 43200 | > th | dose independent | rect. | 1 | 23 |
97 | 30.89 | wind | 9 | 43200 | < th | dose independent | rect. | 1 | 23 |
106 | 30.90 | wind | 9 | 43200 | > th | dose independent | no | NA | NA |
108 | 30.90 | wind | 9 | 43200 | > th | dose independent | rect. | 4 | 20 |
109 | 30.90 | wind | 9 | 43200 | < th | dose independent | rect. | 4 | 20 |
125 | 30.90 | wind | 9 | 43200 | > th | dose independent | rect. | 6 | 23 |
128 | 30.90 | wind | 9 | 43200 | < th | dose independent | rect. | 22 | 23 |
146 | 30.91 | wind | 9 | 43200 | > th | dose independent | rect. | 22 | 23 |
166 | 30.94 | wind | 9 | 43200 | < th | dose independent | sin | 12 | NA |
177 | 30.96 | wind | 9 | 43200 | > th | dose independent | sin | 12 | NA |
189 | 30.97 | wind | 9 | 43200 | < th | dose independent | rect. | 7 | 8 |
197 | 30.97 | wind | 7 | 43200 | > th | dose dependent | sin | 12 | NA |
198 | 30.97 | wind | 7 | 43200 | > th | dose dependent | rect. | 9 | 5 |
200 | 30.97 | wind | 7 | 43200 | > th | dose dependent | rect. | 16 | 17 |
209 | 30.98 | wind | 7 | 43200 | > th | dose dependent | rect. | 8 | 7 |
214 | 30.99 | wind | 9 | 43200 | < th | dose independent | sin | 2 | NA |
228 | 30.99 | wind | 7 | 43200 | > th | dose dependent | sin | 2 | NA |
244 | 31.00 | wind | 7 | 43200 | > th | dose dependent | no | NA | NA |
245 | 31.00 | wind | 7 | 43200 | > th | dose dependent | rect. | 1 | 23 |
247 | 31.00 | wind | 7 | 43200 | > th | dose dependent | rect. | 4 | 23 |
267 | 31.01 | wind | 7 | 43200 | > th | dose dependent | rect. | 6 | 23 |
279 | 31.02 | wind | 7 | 43200 | > th | dose dependent | rect. | 23 | 23 |
310 | 31.05 | wind | 9 | 43200 | > th | dose independent | rect. | 7 | 8 |
312 | 31.05 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 15 |
328 | 31.06 | wind | 9 | 43200 | > th | dose independent | sin | 2 | NA |
336 | 31.06 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 23 |
356 | 31.07 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 23 |
367 | 31.08 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 15 |
396 | 31.10 | wind | 9 | 43200 | < th | dose independent | rect. | 2 | 16 |
397 | 31.10 | wind | 9 | 43200 | > th | dose independent | rect. | 1 | 17 |
428 | 31.12 | wind | 9 | 43200 | > th | dose independent | rect. | 4 | 14 |
484 | 31.15 | wind | 7 | 43200 | > th | dose dependent | rect. | 10 | 2 |
533 | 31.18 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 15 |
538 | 31.19 | wind | 9 | 43200 | < th | dose independent | rect. | 9 | 4 |
563 | 31.20 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 10 | 17 |
628 | 31.24 | wind | 3 | 43200 | > th | dose dependent | rect. | 4 | 11 |
667 | 31.27 | wind | 3 | 43200 | > th | dose dependent | sin | 3 | NA |
668 | 31.27 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 9 |
696 | 31.29 | wind | 3 | 43200 | > th | dose dependent | rect. | 22 | 18 |
722 | 31.32 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 1 | 14 |
747 | 31.34 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 2 |
756 | 31.34 | wind | 1 | 43200 | > th | dose dependent | rect. | 6 | 6 |
785 | 31.35 | wind | 9 | 43200 | < th | dose dependent | rect. | 5 | 9 |
795 | 31.36 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 1 |
830 | 31.38 | temperature | 20 | 14400 | > th | dose independent | rect. | 20 | 3 |
837 | 31.38 | wind | 3 | 43200 | > th | dose dependent | rect. | 9 | 1 |
850 | 31.39 | wind | 3 | 43200 | > th | dose independent | rect. | 6 | 6 |
861 | 31.39 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 18 | NA |
864 | 31.39 | wind | 9 | 43200 | < th | dose dependent | rect. | 6 | 6 |
966 | 31.44 | wind | 3 | 43200 | < th | dose independent | rect. | 6 | 6 |