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Os04g0388800 |
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 = wind,
response mode = > th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13.65 | 0.174 | 12.7 | 0.617 | 0.236 | -0.409 | 0.111 | -0.48 | 0.335 | 1.77 | 5 | 4368 | -- | -- |
13.78 | 0.173 | 12.8 | 0.618 | 0.238 | -0.35 | 0.114 | -- | 0.332 | 1.73 | 4.7 | 4400 | -- | -- |
13.7 | 0.172 | 12.7 | 0.613 | 0.236 | -0.411 | -- | -0.485 | 0.335 | 1.7 | 5.012 | 4368 | -- | -- |
13.83 | 0.173 | 12.8 | 0.623 | 0.237 | -0.349 | -- | -- | 0.331 | 1.68 | 4.712 | 4368 | -- | -- |
16.73 | 0.19 | 12.7 | 0.601 | -- | -0.498 | -- | -0.771 | 0.357 | -- | 5.171 | 4511 | -- | -- |
15.68 | 0.186 | 12.8 | 0.742 | 0.253 | -- | 0.133 | -- | 0.342 | 1.54 | -- | -- | -- | -- |
15.75 | 0.186 | 12.8 | 0.738 | 0.253 | -- | -- | -- | 0.341 | 1.46 | -- | -- | -- | -- |
17.03 | 0.192 | 12.7 | 0.607 | -- | -0.391 | -- | -- | 0.338 | -- | 5.335 | 4516 | -- | -- |
17.76 | 0.196 | 12.8 | -- | 0.244 | -0.586 | -- | -- | 0.135 | 1.49 | 5.6 | 47520 | -- | -- |
19.67 | 0.207 | 12.7 | 0.748 | -- | -- | -- | -- | 0.347 | -- | -- | -- | -- | -- |
30.1 | 0.257 | 12.8 | -- | 0.266 | -- | -- | -- | 0.259 | 1.55 | -- | -- | -- | -- |
21.42 | 0.216 | 12.8 | -- | -- | -0.601 | -- | -- | 0.135 | -- | 5.6 | 47520 | -- | -- |
34.42 | 0.274 | 12.8 | -- | -- | -- | -- | -- | 0.264 | -- | -- | -- | -- | -- |
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 | 13.26 | wind | 5 | 4320 | > th | dose dependent | rect. | 20 | 19 |
7 | 13.39 | wind | 5 | 4320 | > th | dose dependent | rect. | 23 | 16 |
12 | 13.42 | wind | 5 | 4320 | > th | dose independent | rect. | 17 | 18 |
15 | 13.43 | wind | 5 | 4320 | < th | dose independent | rect. | 17 | 18 |
29 | 13.50 | wind | 5 | 4320 | > th | dose independent | rect. | 18 | 11 |
42 | 13.52 | wind | 7 | 4320 | < th | dose independent | rect. | 20 | 19 |
45 | 13.53 | wind | 5 | 4320 | > th | dose independent | sin | 11 | NA |
46 | 13.53 | wind | 5 | 4320 | < th | dose independent | rect. | 18 | 11 |
51 | 13.54 | wind | 5 | 4320 | < th | dose independent | sin | 11 | NA |
65 | 13.55 | wind | 5 | 4320 | < th | dose independent | rect. | 17 | 14 |
72 | 13.55 | wind | 9 | 4320 | > th | dose dependent | rect. | 20 | 19 |
115 | 13.59 | wind | 5 | 4320 | > th | dose dependent | sin | 5 | NA |
157 | 13.63 | wind | 7 | 4320 | < th | dose independent | rect. | 23 | 17 |
161 | 13.63 | wind | 7 | 4320 | > th | dose dependent | rect. | 13 | 21 |
198 | 13.66 | wind | 7 | 4320 | < th | dose independent | rect. | 11 | 23 |
201 | 13.66 | wind | 5 | 4320 | > th | dose dependent | no | NA | NA |
204 | 13.66 | wind | 7 | 4320 | > th | dose dependent | rect. | 13 | 18 |
211 | 13.66 | wind | 5 | 4320 | > th | dose dependent | rect. | 23 | 22 |
218 | 13.67 | wind | 7 | 4320 | > th | dose independent | rect. | 23 | 16 |
231 | 13.67 | wind | 5 | 4320 | > th | dose dependent | rect. | 2 | 23 |
232 | 13.67 | wind | 5 | 4320 | > th | dose dependent | rect. | 7 | 23 |
244 | 13.68 | wind | 7 | 4320 | < th | dose independent | rect. | 2 | 14 |
279 | 13.70 | wind | 7 | 4320 | < th | dose independent | rect. | 24 | 21 |
280 | 13.70 | wind | 7 | 4320 | > th | dose independent | rect. | 12 | 22 |
301 | 13.71 | wind | 7 | 4320 | < th | dose independent | no | NA | NA |
303 | 13.71 | wind | 7 | 4320 | > th | dose independent | rect. | 2 | 14 |
314 | 13.71 | wind | 7 | 4320 | < th | dose independent | rect. | 3 | 22 |
317 | 13.71 | wind | 7 | 4320 | < th | dose independent | rect. | 9 | 23 |
336 | 13.72 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 19 |
344 | 13.72 | wind | 7 | 4320 | < th | dose independent | rect. | 7 | 23 |
372 | 13.73 | wind | 7 | 4320 | < th | dose independent | rect. | 2 | 19 |
379 | 13.73 | wind | 7 | 4320 | > th | dose independent | rect. | 24 | 21 |
407 | 13.74 | wind | 7 | 4320 | > th | dose independent | no | NA | NA |
408 | 13.74 | wind | 7 | 4320 | < th | dose independent | sin | 4 | NA |
434 | 13.74 | wind | 7 | 4320 | > th | dose independent | rect. | 2 | 23 |
483 | 13.75 | wind | 7 | 4320 | > th | dose independent | rect. | 9 | 22 |
488 | 13.75 | wind | 7 | 4320 | > th | dose independent | rect. | 7 | 23 |
496 | 13.75 | wind | 7 | 4320 | > th | dose dependent | rect. | 12 | 4 |
535 | 13.76 | wind | 7 | 4320 | > th | dose independent | rect. | 2 | 19 |
558 | 13.76 | wind | 5 | 4320 | > th | dose dependent | sin | 10 | NA |
564 | 13.76 | wind | 5 | 4320 | > th | dose dependent | rect. | 18 | 11 |
583 | 13.77 | wind | 7 | 4320 | > th | dose independent | sin | 5 | NA |
664 | 13.78 | wind | 7 | 4320 | > th | dose dependent | rect. | 12 | 13 |
718 | 13.79 | wind | 7 | 4320 | > th | dose dependent | rect. | 12 | 9 |
827 | 13.82 | wind | 9 | 4320 | < th | dose independent | rect. | 13 | 3 |
876 | 13.83 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 8 |
930 | 13.84 | wind | 9 | 4320 | > th | dose independent | rect. | 13 | 3 |
933 | 13.84 | wind | 7 | 4320 | < th | dose independent | rect. | 11 | 14 |
957 | 13.84 | wind | 7 | 4320 | > th | dose dependent | rect. | 13 | 1 |
958 | 13.84 | temperature | 20 | 720 | > th | dose dependent | rect. | 20 | 1 |