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Os01g0733600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Flavodoxin/nitric oxide synthase 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
20.79 | 0.214 | 11 | -0.0506 | 0.139 | 0.432 | -0.2 | -0.189 | 0.262 | 19.7 | 18.05 | 110 | -- | -- |
20.81 | 0.212 | 11 | -0.0489 | 0.176 | 0.418 | -0.29 | -- | 0.256 | 20 | 17.57 | 144 | -- | -- |
20.88 | 0.213 | 11 | -0.0466 | 0.143 | 0.43 | -- | -0.24 | 0.262 | 19.8 | 17.66 | 112 | -- | -- |
21.07 | 0.214 | 11 | -0.0398 | 0.171 | 0.438 | -- | -- | 0.257 | 19.4 | 16.76 | 142 | -- | -- |
21.6 | 0.216 | 11 | -0.0525 | -- | 0.449 | -- | -0.277 | 0.267 | -- | 15.34 | 84 | -- | -- |
23.68 | 0.228 | 11 | -0.072 | 0.492 | -- | -0.193 | -- | 0.232 | 23.8 | -- | -- | -- | -- |
23.85 | 0.229 | 11 | -0.0643 | 0.493 | -- | -- | -- | 0.233 | 23.8 | -- | -- | -- | -- |
21.97 | 0.218 | 11 | -0.0537 | -- | 0.445 | -- | -- | 0.261 | -- | 15.06 | 76 | -- | -- |
21.11 | 0.214 | 11 | -- | 0.171 | 0.442 | -- | -- | 0.262 | 19.3 | 16.89 | 142 | -- | -- |
39.15 | 0.292 | 11 | -0.0497 | -- | -- | -- | -- | 0.239 | -- | -- | -- | -- | -- |
23.95 | 0.229 | 11 | -- | 0.492 | -- | -- | -- | 0.24 | 23.8 | -- | -- | -- | -- |
22.05 | 0.219 | 11 | -- | -- | 0.446 | -- | -- | 0.267 | -- | 15.25 | 76 | -- | -- |
39.21 | 0.292 | 11 | -- | -- | -- | -- | -- | 0.245 | -- | -- | -- | -- | -- |
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 | 20.30 | humidity | 80 | 30 | > th | dose dependent | rect. | 5 | 16 |
13 | 20.70 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
14 | 20.72 | radiation | 20 | 90 | < th | dose dependent | rect. | 9 | 23 |
15 | 20.73 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 1 |
16 | 20.74 | radiation | 20 | 270 | < th | dose dependent | rect. | 9 | 21 |
26 | 20.87 | radiation | 20 | 90 | < th | dose dependent | rect. | 17 | 23 |
28 | 20.89 | humidity | 70 | 10 | > th | dose dependent | rect. | 5 | 18 |
32 | 20.90 | humidity | 80 | 10 | > th | dose dependent | sin | 0 | NA |
35 | 20.91 | radiation | 20 | 90 | < th | dose dependent | no | NA | NA |
43 | 20.94 | humidity | 90 | 30 | > th | dose independent | rect. | 5 | 15 |
49 | 20.95 | radiation | 20 | 30 | < th | dose dependent | rect. | 5 | 11 |
79 | 21.04 | radiation | 20 | 90 | < th | dose dependent | rect. | 15 | 23 |
80 | 21.05 | radiation | 10 | 90 | > th | dose independent | rect. | 15 | 23 |
85 | 21.05 | radiation | 20 | 90 | < th | dose dependent | rect. | 7 | 23 |
95 | 21.07 | radiation | 20 | 90 | < th | dose dependent | rect. | 13 | 23 |
96 | 21.08 | radiation | 10 | 270 | < th | dose independent | rect. | 9 | 21 |
102 | 21.09 | humidity | 90 | 30 | > th | dose independent | rect. | 5 | 13 |
127 | 21.13 | radiation | 20 | 90 | < th | dose dependent | sin | 1 | NA |
154 | 21.16 | radiation | 10 | 270 | < th | dose dependent | rect. | 20 | 23 |
176 | 21.20 | radiation | 10 | 270 | < th | dose dependent | rect. | 22 | 23 |
191 | 21.22 | radiation | 10 | 90 | > th | dose independent | no | NA | NA |
192 | 21.22 | radiation | 10 | 90 | > th | dose independent | rect. | 6 | 11 |
276 | 21.22 | radiation | 10 | 90 | > th | dose independent | rect. | 10 | 23 |
289 | 21.22 | radiation | 20 | 90 | < th | dose dependent | rect. | 3 | 23 |
290 | 21.22 | radiation | 10 | 270 | < th | dose dependent | rect. | 24 | 23 |
292 | 21.23 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 14 | 18 |
331 | 21.28 | humidity | 90 | 30 | > th | dose dependent | rect. | 5 | 7 |
345 | 21.30 | radiation | 10 | 90 | > th | dose independent | sin | 1 | NA |
349 | 21.30 | humidity | 50 | 30 | > th | dose dependent | rect. | 9 | 23 |
358 | 21.31 | radiation | 30 | 270 | < th | dose dependent | rect. | 1 | 14 |
364 | 21.32 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 3 |
368 | 21.32 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 3 |
378 | 21.32 | radiation | 1 | 90 | > th | dose dependent | rect. | 15 | 23 |
412 | 21.35 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 1 |
414 | 21.35 | humidity | 90 | 30 | > th | dose independent | rect. | 5 | 9 |
419 | 21.35 | radiation | 10 | 90 | < th | dose independent | rect. | 7 | 23 |
435 | 21.36 | humidity | 90 | 90 | > th | dose independent | sin | 0 | NA |
438 | 21.36 | temperature | 25 | 30 | < th | dose independent | rect. | 5 | 5 |
455 | 21.36 | humidity | 90 | 30 | > th | dose dependent | rect. | 5 | 5 |
456 | 21.36 | radiation | 10 | 1440 | < th | dose dependent | rect. | 24 | 5 |
465 | 21.37 | radiation | 10 | 90 | > th | dose independent | rect. | 13 | 23 |
468 | 21.37 | radiation | 20 | 30 | < th | dose dependent | rect. | 5 | 18 |
474 | 21.38 | radiation | 1 | 90 | < th | dose independent | rect. | 5 | 12 |
479 | 21.38 | radiation | 10 | 270 | < th | dose dependent | rect. | 10 | 4 |
493 | 21.39 | humidity | 90 | 10 | > th | dose independent | sin | 23 | NA |
532 | 21.41 | radiation | 1 | 270 | < th | dose independent | sin | 1 | NA |
558 | 21.42 | radiation | 20 | 270 | < th | dose dependent | rect. | 1 | 18 |
559 | 21.42 | humidity | 50 | 10 | > th | dose dependent | rect. | 12 | 20 |
560 | 21.42 | radiation | 20 | 270 | < th | dose dependent | rect. | 1 | 20 |
566 | 21.43 | humidity | 80 | 30 | < th | dose independent | rect. | 8 | 10 |
582 | 21.44 | radiation | 20 | 270 | < th | dose independent | rect. | 1 | 14 |
585 | 21.44 | radiation | 10 | 90 | < th | dose independent | rect. | 17 | 23 |
595 | 21.44 | radiation | 1 | 30 | > th | dose dependent | rect. | 15 | 21 |
612 | 21.45 | humidity | 60 | 270 | > th | dose dependent | rect. | 11 | 8 |
615 | 21.45 | radiation | 20 | 270 | < th | dose dependent | rect. | 9 | 10 |
674 | 21.48 | radiation | 20 | 90 | < th | dose dependent | rect. | 4 | 15 |
703 | 21.49 | humidity | 60 | 10 | > th | dose dependent | rect. | 12 | 22 |
733 | 21.51 | radiation | 10 | 90 | < th | dose independent | no | NA | NA |
734 | 21.51 | humidity | 90 | 30 | > th | dose independent | rect. | 5 | 7 |
740 | 21.51 | radiation | 10 | 90 | < th | dose independent | rect. | 4 | 19 |
768 | 21.52 | humidity | 70 | 270 | > th | dose independent | rect. | 11 | 19 |
811 | 21.53 | radiation | 1 | 90 | > th | dose dependent | rect. | 13 | 23 |
816 | 21.54 | humidity | 90 | 30 | > th | dose independent | rect. | 5 | 5 |
821 | 21.54 | radiation | 10 | 270 | < th | dose independent | rect. | 24 | 23 |
843 | 21.55 | humidity | 90 | 30 | > th | dose independent | rect. | 5 | 3 |
905 | 21.58 | humidity | 90 | 90 | < th | dose independent | sin | 1 | NA |
910 | 21.58 | radiation | 10 | 270 | < th | dose independent | rect. | 1 | 18 |
911 | 21.58 | radiation | 10 | 270 | < th | dose independent | rect. | 1 | 20 |
960 | 21.59 | humidity | 60 | 90 | > th | dose dependent | rect. | 1 | 22 |
973 | 21.60 | radiation | 1 | 90 | > th | dose dependent | rect. | 6 | 12 |