Os01g0929500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Carbonyl reductase-like protein.
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Os01g0929500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Carbonyl reductase-like 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 69.6 | 0.392 | 8.68 | 0.563 | 0.281 | -1.39 | 0.153 | -1 | 0.306 | 20.4 | 22.71 | 98 | -- | -- |
| 70.85 | 0.392 | 8.69 | 0.473 | 0.274 | -1.2 | 0.0963 | -- | 0.294 | 20.3 | 22.75 | 101 | -- | -- |
| 69.53 | 0.388 | 8.68 | 0.554 | 0.261 | -1.46 | -- | -1.13 | 0.303 | 20.6 | 22.53 | 142 | -- | -- |
| 70.87 | 0.392 | 8.69 | 0.467 | 0.272 | -1.22 | -- | -- | 0.291 | 20.3 | 22.72 | 106 | -- | -- |
| 72.62 | 0.397 | 8.66 | 0.523 | -- | -1.66 | -- | -1.43 | 0.334 | -- | 21.63 | 223 | -- | -- |
| 86.54 | 0.436 | 8.66 | 0.725 | 0.275 | -- | 0.607 | -- | 0.438 | 17.7 | -- | -- | -- | -- |
| 87.32 | 0.438 | 8.66 | 0.72 | 0.283 | -- | -- | -- | 0.44 | 18.3 | -- | -- | -- | -- |
| 74.21 | 0.401 | 8.68 | 0.487 | -- | -1.2 | -- | -- | 0.291 | -- | 22.6 | 246 | -- | -- |
| 75.91 | 0.406 | 8.71 | -- | 0.243 | -1.43 | -- | -- | 0.214 | 20.6 | 22.73 | 188 | -- | -- |
| 91.47 | 0.447 | 8.65 | 0.713 | -- | -- | -- | -- | 0.434 | -- | -- | -- | -- | -- |
| 100.99 | 0.47 | 8.67 | -- | 0.273 | -- | -- | -- | 0.36 | 18.4 | -- | -- | -- | -- |
| 78.76 | 0.413 | 8.7 | -- | -- | -1.47 | -- | -- | 0.213 | -- | 22.47 | 245 | -- | -- |
| 104.86 | 0.478 | 8.67 | -- | -- | -- | -- | -- | 0.355 | -- | -- | -- | -- | -- |
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 | 68.06 | temperature | 20 | 10 | > th | dose independent | rect. | 9 | 19 |
| 3 | 68.24 | wind | 3 | 14400 | < th | dose independent | rect. | 22 | 8 |
| 4 | 68.35 | wind | 3 | 14400 | < th | dose independent | rect. | 1 | 3 |
| 5 | 68.39 | wind | 3 | 14400 | < th | dose independent | rect. | 1 | 5 |
| 7 | 68.45 | wind | 3 | 14400 | > th | dose independent | rect. | 22 | 8 |
| 9 | 68.51 | wind | 5 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 12 | 68.62 | wind | 3 | 14400 | > th | dose independent | rect. | 1 | 5 |
| 15 | 68.66 | wind | 9 | 14400 | > th | dose independent | rect. | 7 | 4 |
| 17 | 68.68 | wind | 9 | 14400 | < th | dose independent | rect. | 7 | 4 |
| 18 | 68.69 | temperature | 20 | 270 | > th | dose independent | rect. | 5 | 22 |
| 20 | 68.74 | wind | 9 | 14400 | > th | dose independent | rect. | 9 | 2 |
| 25 | 68.82 | wind | 3 | 14400 | > th | dose independent | rect. | 1 | 3 |
| 29 | 68.88 | wind | 5 | 14400 | < th | dose dependent | rect. | 1 | 3 |
| 30 | 68.88 | wind | 5 | 14400 | < th | dose dependent | rect. | 23 | 7 |
| 42 | 68.99 | temperature | 20 | 270 | > th | dose independent | rect. | 18 | 9 |
| 44 | 69.01 | wind | 5 | 14400 | < th | dose dependent | rect. | 1 | 5 |
| 55 | 69.09 | wind | 1 | 14400 | > th | dose dependent | rect. | 23 | 7 |
| 83 | 69.31 | wind | 1 | 14400 | > th | dose dependent | rect. | 1 | 3 |
| 103 | 69.47 | wind | 1 | 14400 | > th | dose dependent | rect. | 1 | 5 |
| 136 | 69.65 | wind | 3 | 14400 | < th | dose independent | rect. | 22 | 15 |
| 152 | 69.72 | wind | 3 | 14400 | > th | dose independent | rect. | 22 | 15 |
| 162 | 69.75 | wind | 3 | 43200 | < th | dose dependent | rect. | 5 | 2 |
| 205 | 69.89 | wind | 1 | 14400 | > th | dose dependent | rect. | 23 | 14 |
| 224 | 69.94 | wind | 3 | 14400 | < th | dose independent | sin | 8 | NA |
| 237 | 69.98 | temperature | 20 | 10 | > th | dose independent | rect. | 20 | 8 |
| 251 | 70.03 | temperature | 20 | 270 | > th | dose independent | rect. | 17 | 22 |
| 252 | 70.04 | wind | 3 | 14400 | > th | dose independent | sin | 8 | NA |
| 279 | 70.12 | wind | 9 | 14400 | < th | dose dependent | rect. | 23 | 14 |
| 354 | 70.36 | wind | 7 | 14400 | > th | dose dependent | rect. | 10 | 1 |
| 462 | 70.61 | wind | 9 | 14400 | > th | dose dependent | rect. | 6 | 7 |
| 466 | 70.62 | humidity | 90 | 14400 | > th | dose dependent | rect. | 9 | 1 |
| 477 | 70.65 | wind | 7 | 14400 | > th | dose dependent | rect. | 10 | 3 |
| 516 | 70.73 | temperature | 25 | 90 | < th | dose dependent | rect. | 10 | 23 |
| 538 | 70.77 | temperature | 15 | 10 | > th | dose dependent | rect. | 9 | 19 |
| 543 | 70.78 | wind | 1 | 14400 | > th | dose dependent | sin | 7 | NA |
| 568 | 70.83 | wind | 5 | 14400 | < th | dose dependent | sin | 8 | NA |
| 611 | 70.90 | temperature | 25 | 90 | < th | dose dependent | rect. | 1 | 23 |
| 650 | 70.98 | wind | 9 | 14400 | < th | dose dependent | sin | 7 | NA |
| 686 | 71.06 | temperature | 20 | 90 | > th | dose independent | rect. | 20 | 19 |
| 709 | 71.10 | temperature | 25 | 90 | < th | dose dependent | rect. | 15 | 23 |
| 713 | 71.11 | temperature | 20 | 10 | > th | dose independent | rect. | 20 | 20 |
| 728 | 71.14 | temperature | 25 | 90 | < th | dose dependent | no | NA | NA |
| 743 | 71.16 | temperature | 25 | 90 | < th | dose dependent | rect. | 13 | 23 |
| 752 | 71.18 | humidity | 80 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 756 | 71.18 | temperature | 25 | 90 | < th | dose dependent | rect. | 3 | 22 |
| 789 | 71.25 | humidity | 80 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 816 | 71.30 | temperature | 25 | 90 | < th | dose dependent | rect. | 21 | 23 |
| 833 | 71.34 | wind | 1 | 43200 | < th | dose dependent | rect. | 12 | 1 |
| 922 | 71.53 | temperature | 25 | 90 | < th | dose dependent | rect. | 19 | 23 |
| 986 | 71.67 | humidity | 80 | 14400 | > th | dose dependent | rect. | 12 | 3 |
| 998 | 71.69 | wind | 9 | 14400 | < th | dose independent | rect. | 22 | 15 |