Os03g0210700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os03g0210700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Hypothetical 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 69.48 | 0.392 | 13.7 | -0.444 | 1.55 | 0.562 | -0.974 | 0.773 | -0.605 | 15.2 | 51.79 | 7290 | -- | -- |
| 69.66 | 0.389 | 13.7 | -0.487 | 1.54 | 0.705 | -1.02 | -- | -0.639 | 15.3 | 49 | 7292 | -- | -- |
| 72.52 | 0.397 | 13.7 | -0.463 | 1.55 | 0.595 | -- | 0.755 | -0.61 | 15.2 | 51.86 | 7295 | -- | -- |
| 72.54 | 0.397 | 13.7 | -0.478 | 1.56 | 0.755 | -- | -- | -0.628 | 15.2 | 50 | 7299 | -- | -- |
| 206.89 | 0.67 | 13.7 | -0.568 | -- | 0.787 | -- | 0.431 | -0.625 | -- | 51.94 | 7434 | -- | -- |
| 79.09 | 0.417 | 13.7 | -0.268 | 1.56 | -- | -1.09 | -- | -0.629 | 15.2 | -- | -- | -- | -- |
| 82.96 | 0.427 | 13.7 | -0.29 | 1.55 | -- | -- | -- | -0.635 | 15.2 | -- | -- | -- | -- |
| 206.24 | 0.669 | 13.7 | -0.56 | -- | 0.919 | -- | -- | -0.654 | -- | 50 | 7316 | -- | -- |
| 78.83 | 0.414 | 13.7 | -- | 1.54 | 0.613 | -- | -- | -0.603 | 15.1 | 49.85 | 7289 | -- | -- |
| 219.98 | 0.693 | 13.7 | -0.356 | -- | -- | -- | -- | -0.676 | -- | -- | -- | -- | -- |
| 85.18 | 0.432 | 13.7 | -- | 1.56 | -- | -- | -- | -0.603 | 15.2 | -- | -- | -- | -- |
| 215.11 | 0.683 | 13.7 | -- | -- | 0.767 | -- | -- | -0.576 | -- | 49 | 20554 | -- | -- |
| 223.33 | 0.698 | 13.7 | -- | -- | -- | -- | -- | -0.636 | -- | -- | -- | -- | -- |
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 | 63.14 | temperature | 20.0 | 30 | > th | dose independent | rect. | 18 | 14 |
| 4 | 63.68 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 24 | 2 |
| 6 | 63.81 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 18 | 14 |
| 12 | 64.29 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 23 | 6 |
| 14 | 64.38 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 21 | 8 |
| 19 | 64.59 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 21 | 12 |
| 35 | 64.78 | wind | 3.0 | 14400 | < th | dose dependent | sin | 9 | NA |
| 45 | 64.85 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 21 | 6 |
| 65 | 64.96 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 16 |
| 75 | 65.01 | temperature | 20.0 | 90 | > th | dose independent | rect. | 5 | 18 |
| 87 | 65.10 | wind | 1.0 | 14400 | > th | dose independent | rect. | 19 | 18 |
| 104 | 65.18 | humidity | 70.0 | 30 | > th | dose independent | rect. | 5 | 18 |
| 111 | 65.20 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 18 |
| 115 | 65.21 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 16 |
| 122 | 65.24 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 18 |
| 170 | 65.43 | wind | 3.0 | 14400 | < th | dose independent | rect. | 18 | 14 |
| 173 | 65.44 | wind | 3.0 | 14400 | < th | dose independent | rect. | 20 | 12 |
| 184 | 65.48 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 17 |
| 226 | 65.57 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 5 | 18 |
| 231 | 65.59 | wind | 3.0 | 14400 | < th | dose independent | sin | 10 | NA |
| 251 | 65.62 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 19 | 13 |
| 308 | 65.74 | wind | 1.0 | 14400 | > th | dose independent | sin | 5 | NA |
| 317 | 65.74 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 18 |
| 329 | 65.77 | wind | 3.0 | 14400 | > th | dose independent | sin | 10 | NA |
| 331 | 65.77 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 18 |
| 341 | 65.78 | radiation | 20.0 | 90 | < th | dose dependent | rect. | 5 | 18 |
| 346 | 65.80 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 23 | 6 |
| 349 | 65.80 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 23 | 6 |
| 377 | 65.87 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 10 |
| 398 | 65.90 | humidity | 50.0 | 270 | > th | dose independent | rect. | 16 | 15 |
| 417 | 65.92 | wind | 1.0 | 14400 | > th | dose dependent | sin | 10 | NA |
| 438 | 65.95 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 5 | 1 |
| 443 | 65.96 | wind | 1.0 | 14400 | > th | dose independent | rect. | 4 | 10 |
| 483 | 66.01 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 7 | 2 |
| 492 | 66.03 | wind | 7.0 | 90 | < th | dose independent | rect. | 23 | 6 |
| 505 | 66.05 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
| 506 | 66.05 | temperature | 20.0 | 10 | > th | dose independent | rect. | 18 | 6 |
| 540 | 66.09 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 23 | 7 |
| 572 | 66.12 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 12 | 1 |
| 579 | 66.13 | wind | 1.0 | 90 | > th | dose independent | rect. | 23 | 6 |
| 618 | 66.18 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 23 | 6 |
| 634 | 66.20 | radiation | 1.0 | 90 | < th | dose independent | rect. | 23 | 6 |
| 650 | 66.21 | radiation | 10.0 | 90 | < th | dose dependent | rect. | 23 | 6 |
| 656 | 66.22 | temperature | 20.0 | 90 | > th | dose independent | rect. | 17 | 6 |
| 657 | 66.22 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 7 |
| 666 | 66.23 | temperature | 10.0 | 90 | > th | dose independent | rect. | 23 | 6 |
| 667 | 66.23 | temperature | 30.0 | 90 | < th | dose independent | rect. | 23 | 6 |
| 668 | 66.23 | humidity | 50.0 | 90 | > th | dose independent | rect. | 23 | 6 |
| 671 | 66.23 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 23 | 6 |
| 679 | 66.23 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 18 |
| 692 | 66.25 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 10 |
| 739 | 66.29 | wind | 7.0 | 270 | < th | dose independent | rect. | 21 | 6 |
| 776 | 66.32 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 5 | 4 |
| 803 | 66.35 | temperature | 20.0 | 270 | > th | dose independent | rect. | 15 | 7 |
| 866 | 66.40 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 7 | 10 |
| 872 | 66.40 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 7 | 10 |
| 918 | 66.45 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 12 |
| 925 | 66.46 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 6 | 12 |
| 933 | 66.46 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 6 | 12 |
| 968 | 66.50 | wind | 1.0 | 14400 | < th | dose independent | rect. | 4 | 23 |