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Os03g0760900 |
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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
76.49 | 0.411 | 7.73 | -0.284 | 1.06 | -0.0966 | 0.545 | -2.88 | -0.814 | 5.04 | 0.03858 | 3963 | -- | -- |
82.03 | 0.422 | 7.68 | -0.168 | 1.03 | -0.538 | 0.463 | -- | -0.822 | 5.05 | 0.4927 | 6924 | -- | -- |
77.08 | 0.409 | 7.74 | -0.316 | 1.06 | 0.0099 | -- | -3.13 | -0.814 | 5.12 | 0.2024 | 3804 | -- | -- |
82.33 | 0.423 | 7.69 | -0.234 | 1.05 | -0.521 | -- | -- | -0.833 | 5.17 | 0.4897 | 6956 | -- | -- |
136.67 | 0.544 | 7.75 | -0.269 | -- | -0.0619 | -- | -2.75 | -0.791 | -- | 0.1621 | 4119 | -- | -- |
90.33 | 0.446 | 7.67 | -0.459 | 1.04 | -- | 0.389 | -- | -0.786 | 5.09 | -- | -- | -- | -- |
90.7 | 0.446 | 7.67 | -0.459 | 1.05 | -- | -- | -- | -0.787 | 5.16 | -- | -- | -- | -- |
136.41 | 0.544 | 7.7 | -0.112 | -- | -0.717 | -- | -- | -0.82 | -- | 0.5 | 17244 | -- | -- |
80.54 | 0.418 | 7.69 | -- | 1.04 | -0.729 | -- | -- | -0.836 | 5.15 | 0.6059 | 17198 | -- | -- |
148.15 | 0.569 | 7.69 | -0.422 | -- | -- | -- | -- | -0.761 | -- | -- | -- | -- | -- |
96.25 | 0.459 | 7.66 | -- | 1.04 | -- | -- | -- | -0.736 | 5.17 | -- | -- | -- | -- |
136.2 | 0.544 | 7.71 | -- | -- | -0.72 | -- | -- | -0.842 | -- | 0.8817 | 21852 | -- | -- |
152.85 | 0.577 | 7.68 | -- | -- | -- | -- | -- | -0.714 | -- | -- | -- | -- | -- |
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 | 76.37 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 1 |
2 | 76.39 | wind | 3.0 | 14400 | < th | dose independent | rect. | 20 | 9 |
3 | 76.61 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 23 |
5 | 76.66 | wind | 3.0 | 14400 | > th | dose independent | rect. | 20 | 9 |
6 | 76.67 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 22 |
8 | 76.70 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
10 | 76.73 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 1 |
11 | 76.73 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 12 | NA |
12 | 76.73 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 1 |
13 | 76.73 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 23 |
15 | 76.75 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 22 |
17 | 76.75 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 23 |
19 | 76.76 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 23 |
20 | 76.77 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 19 |
22 | 76.78 | precipitation | 0.1 | 4320 | > th | dose dependent | no | NA | NA |
31 | 76.80 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 23 |
36 | 76.82 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 23 |
37 | 76.83 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 1 |
50 | 76.88 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 21 | 23 |
54 | 76.89 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 21 | 23 |
55 | 76.89 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 18 |
56 | 76.89 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 20 |
60 | 76.89 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 21 | 23 |
66 | 76.91 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 16 | 14 |
68 | 76.91 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 21 | 23 |
80 | 76.94 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 2 | 20 |
81 | 76.94 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 23 | 23 |
89 | 76.96 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 23 | 23 |
90 | 76.96 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 21 | 20 |
92 | 76.96 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 23 | 23 |
93 | 76.97 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 4 |
103 | 77.01 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 20 |
108 | 77.01 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 20 |
127 | 77.07 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 18 |
129 | 77.07 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 18 |
135 | 77.09 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 20 |
136 | 77.09 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 21 |
139 | 77.09 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 20 |
144 | 77.10 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 19 |
173 | 77.15 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 16 | 18 |
186 | 77.16 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 23 |
188 | 77.16 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 23 |
189 | 77.17 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 16 | 14 |
193 | 77.17 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 16 | 14 |
207 | 77.19 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 7 | 23 |
208 | 77.19 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 23 |
210 | 77.19 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 2 | 23 |
211 | 77.19 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 7 | 23 |
214 | 77.19 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 2 | 23 |
215 | 77.19 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 7 | 23 |
219 | 77.20 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 19 |
225 | 77.20 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 16 |
227 | 77.20 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 19 |
261 | 77.24 | precipitation | 0.1 | 4320 | > th | dose independent | no | NA | NA |
262 | 77.24 | precipitation | 0.1 | 4320 | < th | dose independent | no | NA | NA |
268 | 77.24 | precipitation | 0.1 | 4320 | < th | dose dependent | no | NA | NA |
269 | 77.24 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 2 | 15 |
280 | 77.25 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 19 |
284 | 77.25 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 5 | 23 |
291 | 77.26 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
300 | 77.26 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 5 | 23 |
305 | 77.26 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 5 | 23 |
324 | 77.28 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 20 | 11 |
325 | 77.28 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 12 |
336 | 77.30 | wind | 3.0 | 14400 | < th | dose independent | rect. | 2 | 2 |
337 | 77.30 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 16 | 5 |
344 | 77.30 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 16 | 5 |
345 | 77.30 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 20 | 9 |
350 | 77.31 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 16 | 5 |
370 | 77.33 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 20 | 9 |
371 | 77.33 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 21 | 16 |
382 | 77.35 | precipitation | 0.1 | 4320 | > th | dose dependent | sin | 3 | NA |
391 | 77.37 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 24 | 4 |
406 | 77.40 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 10 |
418 | 77.43 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 8 |
421 | 77.43 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 8 |
422 | 77.44 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 8 |
432 | 77.45 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 18 | 23 |
434 | 77.45 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 18 | 23 |
438 | 77.45 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 18 | 23 |
455 | 77.48 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 10 |
465 | 77.49 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 3 |
480 | 77.51 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 10 |
487 | 77.51 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 10 |
499 | 77.53 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 20 | 9 |
520 | 77.56 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
524 | 77.57 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 5 |
529 | 77.58 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
550 | 77.61 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 24 | 1 |
552 | 77.61 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
558 | 77.62 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
572 | 77.64 | wind | 3.0 | 43200 | < th | dose dependent | sin | 9 | NA |
593 | 77.67 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 1 |
609 | 77.69 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 6 |
614 | 77.70 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 14 |
618 | 77.71 | precipitation | 0.1 | 4320 | > th | dose independent | sin | 2 | NA |
630 | 77.72 | wind | 3.0 | 43200 | < th | dose independent | rect. | 18 | 13 |
650 | 77.74 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 21 | NA |
653 | 77.74 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 2 |
655 | 77.74 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 8 | 9 |
664 | 77.76 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 20 | NA |
673 | 77.76 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 20 | NA |
699 | 77.81 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 14 |
701 | 77.81 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 14 |
724 | 77.86 | wind | 3.0 | 43200 | > th | dose independent | rect. | 18 | 13 |
737 | 77.87 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 8 |
759 | 77.90 | precipitation | 0.1 | 4320 | < th | dose independent | sin | 2 | NA |
767 | 77.90 | precipitation | 0.1 | 4320 | < th | dose dependent | sin | 2 | NA |
770 | 77.90 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 24 | 4 |
771 | 77.90 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 1 | 4 |
781 | 77.91 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 5 | 12 |
852 | 78.00 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
871 | 78.03 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 12 |
877 | 78.03 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 12 |
922 | 78.07 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 16 |
934 | 78.07 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 16 |
946 | 78.08 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 16 |
986 | 78.10 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 20 | 17 |