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Os03g0687200 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37.4 | 0.287 | 11.4 | 1.08 | 0.882 | -0.682 | -0.269 | 2.9 | 0.246 | 22.9 | 22.9 | 666 | -- | -- |
43.05 | 0.308 | 11.5 | 0.464 | 0.672 | -0.322 | -0.0596 | -- | 0.0627 | 23.2 | 22.9 | 666 | -- | -- |
37.67 | 0.286 | 11.4 | 1.06 | 0.884 | -0.68 | -- | 2.74 | 0.241 | 22.9 | 22.96 | 662 | -- | -- |
40.95 | 0.3 | 11.5 | 0.529 | 0.633 | -0.63 | -- | -- | 0.104 | 23 | 11.96 | 47520 | -- | -- |
60.44 | 0.364 | 11.4 | 0.819 | -- | -0.989 | -- | 1.25 | 0.232 | -- | 18.82 | 2 | -- | -- |
44.72 | 0.314 | 11.5 | 0.404 | 0.756 | -- | -0.0165 | -- | 0.0143 | 23.7 | -- | -- | -- | -- |
44.72 | 0.313 | 11.5 | 0.405 | 0.756 | -- | -- | -- | 0.0143 | 23.7 | -- | -- | -- | -- |
61.41 | 0.367 | 11.5 | 0.637 | -- | -1.16 | -- | -- | 0.178 | -- | 14.5 | 2 | -- | -- |
46.35 | 0.317 | 11.5 | -- | 0.752 | 0.264 | -- | -- | -0.109 | 23.7 | 7.919 | 47520 | -- | -- |
80.7 | 0.42 | 11.5 | 0.426 | -- | -- | -- | -- | 0.0234 | -- | -- | -- | -- | -- |
49.04 | 0.328 | 11.5 | -- | 0.761 | -- | -- | -- | -0.0307 | 23.7 | -- | -- | -- | -- |
71.49 | 0.395 | 11.5 | -- | -- | -0.963 | -- | -- | 0.0851 | -- | 14.5 | 2 | -- | -- |
85.49 | 0.432 | 11.5 | -- | -- | -- | -- | -- | -0.0239 | -- | -- | -- | -- | -- |
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 | 34.86 | temperature | 25 | 30 | > th | dose independent | rect. | 19 | 1 |
4 | 36.96 | wind | 3 | 90 | < th | dose dependent | rect. | 19 | 1 |
5 | 37.04 | temperature | 20 | 10 | > th | dose dependent | sin | 13 | NA |
7 | 37.18 | temperature | 25 | 720 | < th | dose independent | rect. | 9 | 14 |
12 | 37.33 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 7 |
14 | 37.35 | radiation | 1 | 4320 | > th | dose independent | rect. | 17 | 2 |
15 | 37.35 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 2 |
31 | 37.38 | radiation | 1 | 4320 | < th | dose independent | rect. | 18 | 5 |
45 | 37.44 | temperature | 30 | 10 | < th | dose dependent | sin | 14 | NA |
49 | 37.47 | temperature | 20 | 270 | > th | dose dependent | sin | 15 | NA |
61 | 37.49 | temperature | 20 | 720 | > th | dose dependent | sin | 18 | NA |
62 | 37.50 | temperature | 25 | 720 | > th | dose independent | rect. | 9 | 14 |
70 | 37.57 | temperature | 20 | 720 | > th | dose dependent | rect. | 10 | 15 |
83 | 37.62 | temperature | 25 | 720 | > th | dose dependent | rect. | 12 | 10 |
98 | 37.66 | temperature | 25 | 720 | > th | dose dependent | rect. | 12 | 19 |
119 | 37.70 | temperature | 25 | 720 | > th | dose dependent | rect. | 14 | 4 |
140 | 37.74 | temperature | 25 | 720 | < th | dose independent | sin | 20 | NA |
147 | 37.75 | temperature | 30 | 270 | < th | dose dependent | sin | 16 | NA |
188 | 37.81 | wind | 7 | 43200 | < th | dose dependent | rect. | 13 | 1 |
199 | 37.83 | wind | 1 | 43200 | > th | dose dependent | rect. | 13 | 3 |
200 | 37.83 | wind | 9 | 43200 | < th | dose dependent | rect. | 13 | 3 |
215 | 37.84 | wind | 9 | 1440 | > th | dose dependent | rect. | 1 | 9 |
232 | 37.86 | temperature | 25 | 720 | > th | dose independent | sin | 19 | NA |
246 | 37.88 | wind | 1 | 43200 | > th | dose dependent | rect. | 13 | 1 |
251 | 37.88 | temperature | 20 | 270 | > th | dose dependent | rect. | 16 | 14 |
274 | 37.94 | wind | 3 | 90 | < th | dose independent | rect. | 18 | 2 |
289 | 37.96 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
301 | 37.97 | temperature | 10 | 720 | > th | dose dependent | rect. | 13 | 8 |
302 | 37.98 | temperature | 25 | 720 | > th | dose independent | rect. | 16 | 4 |
319 | 37.99 | temperature | 10 | 720 | > th | dose dependent | rect. | 9 | 16 |
323 | 38.00 | temperature | 30 | 720 | < th | dose dependent | rect. | 10 | 13 |
340 | 38.03 | wind | 9 | 1440 | > th | dose independent | rect. | 1 | 9 |
350 | 38.04 | temperature | 25 | 720 | > th | dose independent | rect. | 14 | 8 |
355 | 38.05 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
364 | 38.06 | temperature | 30 | 720 | < th | dose dependent | rect. | 11 | 11 |
375 | 38.08 | temperature | 25 | 90 | < th | dose independent | sin | 15 | NA |
376 | 38.08 | wind | 1 | 43200 | > th | dose independent | rect. | 7 | 1 |
409 | 38.11 | wind | 5 | 43200 | < th | dose independent | rect. | 13 | 5 |
417 | 38.11 | radiation | 1 | 720 | < th | dose dependent | rect. | 8 | 11 |
418 | 38.11 | radiation | 1 | 720 | < th | dose dependent | rect. | 6 | 13 |
441 | 38.13 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 11 |
449 | 38.14 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 2 |
461 | 38.15 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 7 |
469 | 38.15 | radiation | 1 | 720 | < th | dose dependent | rect. | 21 | 22 |
480 | 38.17 | temperature | 25 | 90 | > th | dose independent | sin | 16 | NA |
481 | 38.17 | wind | 5 | 43200 | > th | dose independent | rect. | 13 | 6 |
494 | 38.18 | temperature | 30 | 720 | < th | dose dependent | sin | 20 | NA |
497 | 38.19 | wind | 1 | 43200 | < th | dose independent | rect. | 7 | 1 |
532 | 38.21 | radiation | 1 | 720 | > th | dose independent | rect. | 9 | 10 |
543 | 38.21 | wind | 9 | 1440 | > th | dose dependent | rect. | 9 | 1 |
571 | 38.23 | radiation | 1 | 720 | > th | dose independent | rect. | 17 | 13 |
586 | 38.23 | temperature | 20 | 10 | > th | dose dependent | rect. | 17 | 14 |
587 | 38.23 | temperature | 30 | 270 | < th | dose dependent | rect. | 13 | 14 |
643 | 38.28 | wind | 1 | 43200 | < th | dose dependent | rect. | 2 | 1 |
670 | 38.29 | temperature | 25 | 10 | < th | dose dependent | rect. | 12 | 20 |
684 | 38.31 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 1 |
685 | 38.31 | temperature | 25 | 720 | < th | dose independent | rect. | 15 | 5 |
848 | 38.39 | radiation | 1 | 720 | < th | dose dependent | rect. | 15 | 4 |
871 | 38.41 | radiation | 1 | 720 | < th | dose independent | rect. | 8 | 11 |
899 | 38.43 | radiation | 1 | 720 | < th | dose dependent | rect. | 17 | 2 |
903 | 38.43 | radiation | 1 | 720 | < th | dose dependent | rect. | 8 | 17 |
911 | 38.45 | wind | 1 | 43200 | > th | dose independent | rect. | 8 | 4 |
934 | 38.46 | temperature | 25 | 10 | < th | dose dependent | rect. | 14 | 18 |
942 | 38.47 | radiation | 1 | 720 | < th | dose dependent | rect. | 13 | 6 |
951 | 38.48 | wind | 9 | 1440 | > th | dose independent | rect. | 9 | 1 |
995 | 38.49 | radiation | 1 | 720 | < th | dose dependent | rect. | 6 | 19 |