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Os04g0155200 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
237.2 | 0.724 | 3.24 | -1.24 | 0.497 | 0.951 | -0.381 | -3.06 | -0.0278 | 7.25 | 28.5 | 1321 | -- | -- |
237.95 | 0.718 | 3.17 | -0.586 | 0.499 | 0.613 | -0.334 | -- | 0.0302 | 7.28 | 28.2 | 1293 | -- | -- |
237.54 | 0.718 | 3.24 | -1.22 | 0.501 | 0.934 | -- | -2.89 | -0.0382 | 7.07 | 28.34 | 1310 | -- | -- |
238.29 | 0.719 | 3.17 | -0.611 | 0.491 | 0.615 | -- | -- | 0.0248 | 7.1 | 28.15 | 1293 | -- | -- |
250.58 | 0.737 | 3.25 | -1.18 | -- | 0.914 | -- | -2.63 | -0.0321 | -- | 28.27 | 1333 | -- | -- |
255.84 | 0.75 | 3.18 | -0.428 | 0.512 | -- | -0.164 | -- | -0.021 | 6.52 | -- | -- | -- | -- |
255.89 | 0.749 | 3.18 | -0.431 | 0.512 | -- | -- | -- | -0.0207 | 6.42 | -- | -- | -- | -- |
250.89 | 0.738 | 3.19 | -0.616 | -- | 0.627 | -- | -- | 0.0109 | -- | 27.6 | 1327 | -- | -- |
246.78 | 0.732 | 3.14 | -- | 0.507 | 0.553 | -- | -- | 0.126 | 7.08 | 33.1 | 1173 | -- | -- |
269.49 | 0.767 | 3.19 | -0.417 | -- | -- | -- | -- | -0.00992 | -- | -- | -- | -- | -- |
260.78 | 0.755 | 3.17 | -- | 0.506 | -- | -- | -- | 0.0272 | 6.46 | -- | -- | -- | -- |
259.48 | 0.75 | 3.16 | -- | -- | 0.539 | -- | -- | 0.138 | -- | 33.1 | 1178 | -- | -- |
274.09 | 0.773 | 3.18 | -- | -- | -- | -- | -- | 0.0364 | -- | -- | -- | -- | -- |
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 | 235.05 | radiation | 10 | 1440 | > th | dose independent | rect. | 16 | 15 |
2 | 235.10 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 1 |
3 | 235.20 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 2 |
6 | 235.31 | temperature | 30 | 14400 | > th | dose independent | rect. | 17 | 1 |
13 | 235.68 | temperature | 30 | 14400 | > th | dose independent | rect. | 12 | 1 |
16 | 235.72 | temperature | 20 | 270 | > th | dose dependent | rect. | 2 | 7 |
17 | 235.73 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 1 |
18 | 235.73 | temperature | 30 | 14400 | > th | dose dependent | rect. | 16 | 2 |
58 | 235.91 | temperature | 30 | 14400 | < th | dose independent | rect. | 12 | 1 |
59 | 235.91 | temperature | 30 | 14400 | < th | dose independent | rect. | 16 | 15 |
60 | 235.91 | wind | 5 | 43200 | > th | dose dependent | rect. | 2 | 16 |
61 | 235.92 | temperature | 30 | 14400 | < th | dose independent | rect. | 16 | 11 |
66 | 235.93 | temperature | 30 | 14400 | < th | dose independent | rect. | 16 | 9 |
74 | 235.94 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 5 |
143 | 236.07 | wind | 7 | 43200 | < th | dose independent | rect. | 2 | 15 |
146 | 236.09 | wind | 7 | 43200 | > th | dose independent | rect. | 2 | 15 |
170 | 236.15 | temperature | 20 | 30 | > th | dose dependent | rect. | 2 | 7 |
173 | 236.17 | temperature | 30 | 14400 | > th | dose independent | sin | 14 | NA |
187 | 236.19 | wind | 1 | 43200 | < th | dose dependent | rect. | 1 | 1 |
211 | 236.25 | temperature | 30 | 14400 | < th | dose independent | sin | 13 | NA |
227 | 236.29 | temperature | 30 | 14400 | > th | dose dependent | sin | 13 | NA |
259 | 236.37 | wind | 7 | 43200 | > th | dose independent | sin | 2 | NA |
265 | 236.38 | wind | 7 | 43200 | < th | dose independent | sin | 2 | NA |
280 | 236.41 | temperature | 30 | 14400 | > th | dose independent | rect. | 11 | 7 |
283 | 236.41 | wind | 7 | 43200 | < th | dose independent | rect. | 20 | 21 |
284 | 236.41 | wind | 5 | 43200 | > th | dose dependent | rect. | 8 | 9 |
289 | 236.42 | wind | 5 | 43200 | > th | dose dependent | sin | 0 | NA |
295 | 236.43 | wind | 7 | 43200 | > th | dose independent | rect. | 6 | 10 |
299 | 236.43 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 21 |
307 | 236.44 | wind | 5 | 43200 | > th | dose dependent | rect. | 10 | 21 |
312 | 236.46 | wind | 7 | 43200 | < th | dose independent | rect. | 6 | 10 |
313 | 236.46 | wind | 7 | 43200 | < th | dose independent | rect. | 2 | 20 |
318 | 236.47 | radiation | 10 | 1440 | > th | dose independent | rect. | 16 | 2 |
343 | 236.47 | wind | 7 | 43200 | > th | dose independent | rect. | 2 | 20 |
368 | 236.51 | wind | 5 | 43200 | > th | dose dependent | rect. | 9 | 7 |
482 | 236.63 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 16 |
486 | 236.63 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 20 |
495 | 236.64 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 9 |
499 | 236.64 | temperature | 30 | 14400 | < th | dose independent | rect. | 11 | 13 |
637 | 236.76 | wind | 5 | 43200 | > th | dose dependent | no | NA | NA |
655 | 236.78 | wind | 5 | 43200 | > th | dose dependent | rect. | 8 | 14 |
672 | 236.79 | wind | 7 | 43200 | < th | dose independent | rect. | 8 | 23 |
685 | 236.80 | wind | 7 | 43200 | > th | dose independent | rect. | 6 | 16 |
695 | 236.81 | wind | 7 | 43200 | > th | dose independent | rect. | 8 | 23 |
696 | 236.81 | wind | 7 | 43200 | > th | dose independent | rect. | 10 | 23 |
699 | 236.81 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 15 |
703 | 236.82 | wind | 7 | 43200 | < th | dose independent | rect. | 6 | 16 |
719 | 236.83 | wind | 7 | 43200 | < th | dose independent | no | NA | NA |
722 | 236.83 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 1 |
744 | 236.85 | wind | 7 | 43200 | > th | dose independent | no | NA | NA |
751 | 236.85 | wind | 7 | 43200 | > th | dose independent | rect. | 6 | 23 |
752 | 236.85 | wind | 7 | 43200 | < th | dose independent | rect. | 6 | 23 |
765 | 236.86 | radiation | 10 | 1440 | > th | dose dependent | rect. | 17 | 13 |
776 | 236.87 | wind | 7 | 43200 | < th | dose independent | rect. | 16 | 23 |
785 | 236.88 | wind | 7 | 43200 | > th | dose independent | rect. | 16 | 23 |
822 | 236.91 | wind | 5 | 43200 | > th | dose dependent | rect. | 13 | 23 |
919 | 236.98 | wind | 5 | 43200 | > th | dose independent | rect. | 14 | 23 |
920 | 236.98 | wind | 7 | 43200 | < th | dose independent | rect. | 13 | 23 |
981 | 237.01 | wind | 7 | 43200 | > th | dose independent | rect. | 12 | 23 |