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Os01g0549500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Phox-like domain containing 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 independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
15.17 | 0.183 | 9.51 | 0.562 | 0.392 | 0.369 | -0.0994 | 0.397 | 0.147 | 5.71 | 20.8 | 1929 | -- | -- |
15.48 | 0.183 | 9.52 | 0.517 | 0.392 | 0.296 | -0.0708 | -- | 0.133 | 5.57 | 21.5 | 2006 | -- | -- |
15.15 | 0.181 | 9.51 | 0.563 | 0.392 | 0.367 | -- | 0.402 | 0.144 | 5.72 | 21 | 1972 | -- | -- |
15.46 | 0.183 | 9.52 | 0.478 | 0.389 | 0.312 | -- | -- | 0.124 | 5.78 | 21.27 | 2023 | -- | -- |
22.54 | 0.221 | 9.51 | 0.585 | -- | 0.363 | -- | 0.456 | 0.151 | -- | 21.33 | 2670 | -- | -- |
18.02 | 0.199 | 9.5 | 0.627 | 0.382 | -- | -0.169 | -- | 0.212 | 5.59 | -- | -- | -- | -- |
18.09 | 0.199 | 9.5 | 0.626 | 0.381 | -- | -- | -- | 0.213 | 5.6 | -- | -- | -- | -- |
22.87 | 0.223 | 9.53 | 0.506 | -- | 0.315 | -- | -- | 0.136 | -- | 21.24 | 1336 | -- | -- |
19.2 | 0.204 | 9.54 | -- | 0.398 | 0.574 | -- | -- | 0.0313 | 5.71 | 19.3 | 7891 | -- | -- |
25.63 | 0.237 | 9.51 | 0.638 | -- | -- | -- | -- | 0.222 | -- | -- | -- | -- | -- |
28.41 | 0.249 | 9.52 | -- | 0.391 | -- | -- | -- | 0.143 | 5.53 | -- | -- | -- | -- |
25.96 | 0.237 | 9.55 | -- | -- | 0.517 | -- | -- | 0.0302 | -- | 18.29 | 47520 | -- | -- |
36.37 | 0.282 | 9.52 | -- | -- | -- | -- | -- | 0.151 | -- | -- | -- | -- | -- |
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 | 15.09 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
2 | 15.12 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
4 | 15.15 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
6 | 15.25 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
7 | 15.25 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
9 | 15.28 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 22 | 8 |
10 | 15.31 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
13 | 15.34 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
22 | 15.39 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 19 |
23 | 15.40 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 22 | 13 |
32 | 15.42 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
33 | 15.42 | temperature | 10.0 | 1440 | > th | dose dependent | rect. | 24 | 1 |
34 | 15.43 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 10 | 2 |
35 | 15.43 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 9 |
36 | 15.43 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 19 |
39 | 15.44 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
50 | 15.45 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 24 | 2 |
53 | 15.45 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 21 | 12 |
54 | 15.46 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
62 | 15.46 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
65 | 15.47 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 10 | 2 |
66 | 15.47 | wind | 1.0 | 43200 | > th | dose independent | rect. | 4 | 4 |
73 | 15.48 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 1 | 11 |
82 | 15.48 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 22 | 10 |
83 | 15.49 | wind | 1.0 | 43200 | < th | dose independent | rect. | 22 | 8 |
85 | 15.49 | wind | 1.0 | 43200 | < th | dose independent | rect. | 20 | 10 |
87 | 15.49 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 22 | 14 |
104 | 15.50 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 1 | 11 |
110 | 15.50 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 8 | 2 |
115 | 15.50 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 10 | 18 |
118 | 15.51 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 1 | 2 |
152 | 15.53 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 3 |
155 | 15.53 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 13 | 10 |
157 | 15.53 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 8 | 22 |
170 | 15.54 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 18 | 5 |
181 | 15.54 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 18 | 22 |
196 | 15.54 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 13 | 15 |
203 | 15.55 | temperature | 20.0 | 1440 | > th | dose independent | no | NA | NA |
205 | 15.55 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 1 | 4 |
206 | 15.55 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 23 | 6 |
207 | 15.55 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 16 | 7 |
220 | 15.55 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 13 | 23 |
233 | 15.56 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 3 |
236 | 15.56 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 18 | 5 |
242 | 15.56 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 13 | 10 |
246 | 15.56 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 13 | 18 |
253 | 15.56 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 9 | 21 |
284 | 15.57 | temperature | 20.0 | 1440 | > th | dose independent | sin | 0 | NA |
285 | 15.57 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
293 | 15.57 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 16 |
294 | 15.57 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 16 |
315 | 15.57 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 18 | 23 |
316 | 15.57 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 16 | NA |
317 | 15.57 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
325 | 15.57 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 16 |
342 | 15.58 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 18 | 18 |
358 | 15.58 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 18 | 21 |
364 | 15.58 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 13 | 23 |
373 | 15.58 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 1 | 7 |
383 | 15.59 | temperature | 20.0 | 1440 | < th | dose independent | no | NA | NA |
395 | 15.59 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 13 | 18 |
485 | 15.60 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 16 |
493 | 15.61 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
510 | 15.61 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 18 | 18 |
535 | 15.61 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
549 | 15.62 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 13 |
550 | 15.62 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 18 | 13 |
583 | 15.63 | temperature | 20.0 | 1440 | < th | dose independent | sin | 0 | NA |
600 | 15.63 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 3 | 13 |
637 | 15.63 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 20 | 9 |
649 | 15.64 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 5 |
684 | 15.64 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 5 |
686 | 15.64 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 20 | 7 |
693 | 15.64 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 2 | 10 |
706 | 15.65 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 4 | 1 |
741 | 15.65 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 4 | 1 |
748 | 15.65 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 5 |
769 | 15.66 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 4 | 1 |
777 | 15.66 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 3 | 9 |
814 | 15.66 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 7 |
829 | 15.67 | temperature | 20.0 | 1440 | > th | dose independent | sin | 12 | NA |
835 | 15.67 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 5 |
917 | 15.68 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 4 | 1 |
974 | 15.69 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
997 | 15.69 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 24 | 22 |