Os02g0713700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF296 domain containing protein.
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Os02g0713700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF296 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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 319.83 | 0.84 | 3.27 | 0.76 | 0.789 | 3.14 | 1.31 | 2.27 | 0.756 | 23.8 | 9.1 | 785 | -- | -- |
| 320.6 | 0.834 | 3.24 | 0.768 | 0.779 | 2.94 | 1.41 | -- | 0.757 | 23.6 | 9.096 | 786 | -- | -- |
| 326.62 | 0.842 | 3.28 | 0.661 | 0.801 | 3.18 | -- | 2.34 | 0.729 | 24 | 9.6 | 750 | -- | -- |
| 326.96 | 0.842 | 3.25 | 0.685 | 0.82 | 2.83 | -- | -- | 0.774 | 23.9 | 9.6 | 750 | -- | -- |
| 365.23 | 0.89 | 3.25 | 0.776 | -- | 3.49 | -- | 2.95 | 0.775 | -- | 9.364 | 820 | -- | -- |
| 355.84 | 0.884 | 3.28 | 0.47 | 0.873 | -- | 1.12 | -- | 0.653 | 23.7 | -- | -- | -- | -- |
| 361.27 | 0.89 | 3.28 | 0.424 | 0.868 | -- | -- | -- | 0.648 | 23.8 | -- | -- | -- | -- |
| 365.36 | 0.89 | 3.23 | 0.763 | -- | 2.63 | -- | -- | 0.76 | -- | 7.662 | 818 | -- | -- |
| 337.71 | 0.856 | 3.27 | -- | 0.817 | 2.73 | -- | -- | 0.661 | 0.0424 | 9.599 | 703 | -- | -- |
| 408.7 | 0.945 | 3.26 | 0.449 | -- | -- | -- | -- | 0.659 | -- | -- | -- | -- | -- |
| 366.01 | 0.895 | 3.3 | -- | 0.873 | -- | -- | -- | 0.601 | 23.8 | -- | -- | -- | -- |
| 377.51 | 0.905 | 3.26 | -- | -- | 2.76 | -- | -- | 0.67 | -- | 10.3 | 722 | -- | -- |
| 414.03 | 0.95 | 3.28 | -- | -- | -- | -- | -- | 0.609 | -- | -- | -- | -- | -- |
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 | 312.70 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 3 | 1 |
| 2 | 314.12 | wind | 9.0 | 30 | < th | dose independent | rect. | 3 | 23 |
| 3 | 314.97 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 1 |
| 5 | 315.05 | temperature | 30.0 | 720 | < th | dose independent | rect. | 15 | 3 |
| 6 | 315.16 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
| 13 | 316.20 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
| 15 | 316.26 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 14 | 4 |
| 38 | 316.55 | temperature | 25.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 47 | 316.63 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 8 |
| 48 | 316.63 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 10 |
| 49 | 316.63 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 16 |
| 59 | 316.64 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 14 |
| 135 | 316.95 | temperature | 30.0 | 720 | > th | dose independent | rect. | 15 | 2 |
| 142 | 316.98 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 6 | 12 |
| 159 | 317.03 | wind | 3.0 | 10 | < th | dose dependent | rect. | 2 | 1 |
| 191 | 317.12 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 199 | 317.13 | temperature | 10.0 | 14400 | > th | dose dependent | sin | 23 | NA |
| 231 | 317.20 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 237 | 317.21 | wind | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 318 | 317.35 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 417 | 317.47 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 4 | 1 |
| 434 | 317.49 | wind | 9.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 435 | 317.49 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 438 | 317.49 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 441 | 317.49 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 442 | 317.49 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 444 | 317.49 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 449 | 317.49 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
| 453 | 317.49 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 454 | 317.49 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 459 | 317.49 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 496 | 317.54 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 562 | 317.61 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
| 563 | 317.61 | temperature | 30.0 | 720 | > th | dose independent | rect. | 13 | 4 |
| 564 | 317.61 | temperature | 30.0 | 720 | < th | dose independent | rect. | 14 | 6 |
| 583 | 317.64 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 12 | 3 |
| 586 | 317.64 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 15 | 4 |
| 674 | 317.74 | wind | 9.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 697 | 317.76 | temperature | 30.0 | 720 | < th | dose independent | rect. | 15 | 14 |
| 719 | 317.78 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 5 | 14 |
| 761 | 317.84 | temperature | 30.0 | 14400 | < th | dose independent | sin | 14 | NA |
| 763 | 317.84 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
| 832 | 317.90 | temperature | 30.0 | 14400 | > th | dose independent | sin | 14 | NA |
| 846 | 317.91 | temperature | 10.0 | 14400 | > th | dose dependent | no | NA | NA |
| 853 | 317.92 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 886 | 317.95 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 7 |
| 908 | 317.96 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 12 | 23 |
| 933 | 317.98 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 955 | 318.00 | temperature | 30.0 | 14400 | < th | dose dependent | sin | 0 | NA |
| 979 | 318.01 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 17 | 23 |
| 980 | 318.02 | radiation | 30.0 | 720 | < th | dose independent | rect. | 15 | 8 |