Os01g0814900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Cytochrome b5 reductase.
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Os01g0814900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Cytochrome b5 reductase.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48.25 | 0.326 | 11.4 | -0.415 | 0.443 | -0.546 | -0.136 | -0.603 | 0.0573 | 9.92 | 20.8 | 1390 | -- | -- |
| 48.46 | 0.324 | 11.4 | -0.293 | 0.39 | -0.447 | -0.0319 | -- | 0.0865 | 9.67 | 21.5 | 947 | -- | -- |
| 48.29 | 0.324 | 11.4 | -0.411 | 0.442 | -0.537 | -- | -0.558 | 0.0612 | 9.85 | 20.9 | 1377 | -- | -- |
| 48.37 | 0.324 | 11.4 | -0.336 | 0.383 | -0.428 | -- | -- | 0.0897 | 9.87 | 21.5 | 890 | -- | -- |
| 56.52 | 0.35 | 11.4 | -0.354 | -- | -0.57 | -- | -0.258 | 0.0908 | -- | 21.1 | 830 | -- | -- |
| 54.48 | 0.346 | 11.5 | -0.493 | 0.453 | -- | -0.115 | -- | -0.0336 | 10.1 | -- | -- | -- | -- |
| 54.53 | 0.346 | 11.5 | -0.497 | 0.454 | -- | -- | -- | -0.034 | 10 | -- | -- | -- | -- |
| 56.49 | 0.35 | 11.4 | -0.313 | -- | -0.52 | -- | -- | 0.106 | -- | 21.4 | 827 | -- | -- |
| 50.97 | 0.333 | 11.4 | -- | 0.422 | -0.544 | -- | -- | 0.118 | 9.95 | 21.09 | 2092 | -- | -- |
| 66.96 | 0.382 | 11.5 | -0.503 | -- | -- | -- | -- | -0.0344 | -- | -- | -- | -- | -- |
| 61.05 | 0.365 | 11.4 | -- | 0.456 | -- | -- | -- | 0.0214 | 10.1 | -- | -- | -- | -- |
| 58.67 | 0.357 | 11.4 | -- | -- | -0.611 | -- | -- | 0.169 | -- | 21.45 | 859 | -- | -- |
| 73.64 | 0.401 | 11.5 | -- | -- | -- | -- | -- | 0.0215 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance
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Histogram 
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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 | 45.95 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 2 | 9 |
| 4 | 46.00 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 5 | 7 |
| 5 | 46.01 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 2 | 10 |
| 7 | 46.04 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 3 | 9 |
| 10 | 46.06 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 5 | 7 |
| 18 | 46.13 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 3 | 9 |
| 20 | 46.14 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
| 21 | 46.14 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 7 | 5 |
| 24 | 46.16 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 5 | 7 |
| 81 | 46.37 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 125 | 46.54 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 5 | 3 |
| 142 | 46.61 | wind | 9.0 | 14400 | < th | dose independent | rect. | 6 | 5 |
| 157 | 46.66 | wind | 9.0 | 14400 | > th | dose independent | rect. | 6 | 5 |
| 190 | 46.76 | wind | 9.0 | 14400 | < th | dose independent | rect. | 5 | 8 |
| 195 | 46.78 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 204 | 46.83 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 219 | 46.90 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
| 220 | 46.90 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
| 223 | 46.90 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
| 224 | 46.90 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
| 226 | 46.91 | wind | 9.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 257 | 46.96 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 263 | 46.98 | humidity | 80.0 | 1440 | < th | dose independent | sin | 6 | NA |
| 268 | 46.99 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 1 |
| 276 | 47.01 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 277 | 47.01 | wind | 9.0 | 14400 | < th | dose independent | rect. | 1 | 12 |
| 314 | 47.10 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 7 | 1 |
| 317 | 47.11 | radiation | 10.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 325 | 47.12 | humidity | 90.0 | 1440 | < th | dose dependent | sin | 7 | NA |
| 334 | 47.15 | humidity | 80.0 | 1440 | > th | dose independent | sin | 6 | NA |
| 342 | 47.18 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 5 | 8 |
| 362 | 47.24 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 367 | 47.24 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 370 | 47.25 | wind | 9.0 | 14400 | > th | dose independent | rect. | 5 | 8 |
| 395 | 47.31 | humidity | 60.0 | 1440 | > th | dose dependent | sin | 5 | NA |
| 440 | 47.39 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 5 |
| 441 | 47.39 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 5 |
| 443 | 47.39 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
| 447 | 47.41 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 3 |
| 450 | 47.41 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 10 | 3 |
| 463 | 47.44 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 3 |
| 474 | 47.45 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 9 | 1 |
| 486 | 47.49 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 508 | 47.53 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 579 | 47.63 | wind | 9.0 | 14400 | > th | dose independent | rect. | 1 | 12 |
| 609 | 47.69 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
| 672 | 47.80 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 722 | 47.91 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 1 | 12 |
| 735 | 47.94 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 1 | 5 |
| 843 | 48.11 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 24 | 8 |
| 849 | 48.12 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 8 |
| 854 | 48.12 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 8 |
| 858 | 48.13 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 17 |
| 879 | 48.15 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 24 | 17 |
| 883 | 48.15 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 24 | 17 |
| 908 | 48.18 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 24 | 8 |
| 922 | 48.20 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 5 | 2 |
| 973 | 48.26 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 23 | 7 |