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Os03g0108800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Cell division control protein 2 homolog 1 (EC 2.7.1.37).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
19.14 | 0.206 | 11 | -1.81 | 0.672 | 0.356 | -0.578 | -0.515 | -0.497 | 2.32 | 25.14 | 4716 | -- | -- |
19.28 | 0.205 | 11 | -1.71 | 0.684 | 0.302 | -0.589 | -- | -0.467 | 2.27 | 26.12 | 4754 | -- | -- |
20.36 | 0.21 | 11 | -1.78 | 0.669 | 0.345 | -- | -0.466 | -0.493 | 2.27 | 24.86 | 4713 | -- | -- |
20.44 | 0.211 | 11 | -1.66 | 0.667 | 0.297 | -- | -- | -0.461 | 2.23 | 25.46 | 4721 | -- | -- |
45.4 | 0.314 | 11 | -1.78 | -- | 0.424 | -- | -0.368 | -0.496 | -- | 24.31 | 5433 | -- | -- |
22.31 | 0.221 | 11 | -1.57 | 0.676 | -- | -0.548 | -- | -0.454 | 2.22 | -- | -- | -- | -- |
23.42 | 0.227 | 11 | -1.56 | 0.674 | -- | -- | -- | -0.45 | 2.17 | -- | -- | -- | -- |
44.69 | 0.311 | 11 | -1.69 | -- | 0.441 | -- | -- | -0.478 | -- | 23.79 | 3974 | -- | -- |
50.25 | 0.33 | 10.9 | -- | 0.686 | -0.976 | -- | -- | 0.0179 | 2.12 | 11.63 | 47520 | -- | -- |
50.56 | 0.332 | 11 | -1.53 | -- | -- | -- | -- | -0.434 | -- | -- | -- | -- | -- |
87.44 | 0.437 | 11 | -- | 0.645 | -- | -- | -- | -0.277 | 2.11 | -- | -- | -- | -- |
78.36 | 0.412 | 10.9 | -- | -- | -0.937 | -- | -- | 0.0162 | -- | 6.888 | 47520 | -- | -- |
112.33 | 0.495 | 11 | -- | -- | -- | -- | -- | -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 | 18.41 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 4 | 16 |
2 | 18.48 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 2 |
8 | 18.54 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
9 | 18.54 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
10 | 18.54 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
11 | 18.54 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 5 |
16 | 18.59 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
25 | 18.61 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 7 |
38 | 18.64 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 2 |
47 | 18.66 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 12 | 19 |
55 | 18.68 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 17 | 15 |
67 | 18.70 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 5 | 2 |
68 | 18.70 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 2 | 5 |
70 | 18.70 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 23 | 8 |
71 | 18.70 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 21 | 10 |
82 | 18.71 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 15 | 17 |
90 | 18.72 | radiation | 10.0 | 14400 | < th | dose independent | sin | 13 | NA |
97 | 18.72 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 3 |
128 | 18.74 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
135 | 18.75 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 5 |
136 | 18.75 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 5 |
137 | 18.75 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 6 |
141 | 18.75 | precipitation | 0.1 | 43200 | > th | dose dependent | sin | 18 | NA |
144 | 18.75 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 5 |
153 | 18.76 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 12 | 6 |
155 | 18.76 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 8 |
170 | 18.76 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 5 |
176 | 18.77 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 8 |
180 | 18.77 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 7 |
199 | 18.79 | radiation | 10.0 | 4320 | < th | dose independent | rect. | 16 | 1 |
200 | 18.79 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
219 | 18.79 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
220 | 18.79 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 5 |
227 | 18.80 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
228 | 18.80 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 5 |
230 | 18.80 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 4 | 5 |
247 | 18.80 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 18 | 12 |
252 | 18.81 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 6 | 3 |
271 | 18.81 | radiation | 10.0 | 14400 | > th | dose independent | rect. | 17 | 14 |
278 | 18.81 | radiation | 1.0 | 14400 | > th | dose dependent | rect. | 5 | 1 |
316 | 18.82 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 12 | 21 |
318 | 18.82 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 16 | 22 |
320 | 18.82 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 1 |
323 | 18.82 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 3 |
330 | 18.82 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 2 | 9 |
339 | 18.83 | radiation | 10.0 | 14400 | < th | dose independent | no | NA | NA |
340 | 18.83 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
344 | 18.83 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 5 | 13 |
417 | 18.83 | radiation | 30.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
451 | 18.84 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 1 | 12 |
455 | 18.85 | radiation | 30.0 | 14400 | < th | dose independent | sin | 10 | NA |
457 | 18.85 | radiation | 40.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
511 | 18.86 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 4 | 5 |
515 | 18.86 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 15 | 16 |
555 | 18.88 | radiation | 40.0 | 14400 | < th | dose independent | rect. | 12 | 4 |
582 | 18.88 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 12 |
604 | 18.88 | radiation | 30.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
660 | 18.89 | temperature | 20.0 | 720 | > th | dose dependent | sin | 5 | NA |
663 | 18.89 | radiation | 40.0 | 14400 | < th | dose dependent | rect. | 2 | 5 |
675 | 18.90 | radiation | 10.0 | 14400 | < th | dose independent | sin | 7 | NA |
711 | 18.90 | radiation | 10.0 | 4320 | > th | dose dependent | rect. | 15 | 2 |
715 | 18.90 | radiation | 30.0 | 14400 | < th | dose dependent | rect. | 4 | 3 |
772 | 18.91 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
773 | 18.91 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 2 |
844 | 18.91 | radiation | 30.0 | 14400 | > th | dose dependent | rect. | 12 | 21 |
903 | 18.93 | radiation | 40.0 | 14400 | < th | dose independent | sin | 14 | NA |
905 | 18.93 | atmosphere | 995.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
999 | 18.94 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 12 | 1 |