Os05g0425700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to F-box protein AtFBL5.
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Os05g0425700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to F-box protein AtFBL5.
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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 = precipitation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 32.66 | 0.268 | 13 | 0.425 | 0.0874 | -0.323 | 0.0365 | -1.47 | 0.635 | 6.55 | 0.9574 | 4839 | -- | -- |
| 33.64 | 0.27 | 13 | 0.412 | 0.0641 | -0.556 | 0.101 | -- | 0.628 | 8.27 | 3.613 | 2214 | -- | -- |
| 32.65 | 0.266 | 13 | 0.427 | 0.0884 | -0.316 | -- | -1.46 | 0.635 | 6.79 | 1 | 4839 | -- | -- |
| 33.46 | 0.269 | 13 | 0.41 | 0.0851 | -0.623 | -- | -- | 0.634 | 7.19 | 5.617 | 2216 | -- | -- |
| 33.05 | 0.268 | 13 | 0.428 | -- | -0.31 | -- | -1.46 | 0.634 | -- | 1 | 4839 | -- | -- |
| 38.69 | 0.292 | 13 | 0.588 | 0.0788 | -- | 0.265 | -- | 0.599 | 4.67 | -- | -- | -- | -- |
| 38.79 | 0.292 | 13 | 0.587 | 0.0915 | -- | -- | -- | 0.598 | 6.32 | -- | -- | -- | -- |
| 33.87 | 0.271 | 13 | 0.445 | -- | -0.628 | -- | -- | 0.636 | -- | 1 | 2217 | -- | -- |
| 37.24 | 0.284 | 13 | -- | 0.0974 | -0.808 | -- | -- | 0.607 | 7.15 | 6.058 | 2215 | -- | -- |
| 39.22 | 0.293 | 13 | 0.59 | -- | -- | -- | -- | 0.6 | -- | -- | -- | -- | -- |
| 47.88 | 0.324 | 13 | -- | 0.0999 | -- | -- | -- | 0.533 | 6 | -- | -- | -- | -- |
| 37.49 | 0.285 | 13 | -- | -- | -0.785 | -- | -- | 0.611 | -- | 0.4547 | 2212 | -- | -- |
| 48.39 | 0.325 | 13 | -- | -- | -- | -- | -- | 0.535 | -- | -- | -- | -- | -- |
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 | 30.89 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 16 | 1 |
| 2 | 30.89 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 16 | 1 |
| 3 | 30.89 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 16 | 1 |
| 4 | 30.97 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 1 |
| 9 | 31.16 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 6 |
| 10 | 31.16 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 6 |
| 11 | 31.17 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 6 |
| 27 | 31.29 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 77 | 31.42 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 6 |
| 101 | 31.47 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 9 | 3 |
| 103 | 31.48 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 7 |
| 104 | 31.48 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 9 |
| 107 | 31.50 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 9 |
| 123 | 31.58 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 4 |
| 171 | 31.73 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 20 | NA |
| 172 | 31.73 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 20 | NA |
| 174 | 31.73 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 20 | NA |
| 182 | 31.76 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 2 | 3 |
| 281 | 31.94 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
| 286 | 31.94 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 19 | NA |
| 293 | 31.95 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 297 | 31.96 | wind | 3.0 | 43200 | < th | dose dependent | sin | 7 | NA |
| 305 | 31.97 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 5 |
| 317 | 31.97 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 15 | 15 |
| 354 | 32.01 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
| 386 | 32.02 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 4 |
| 403 | 32.03 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 16 |
| 435 | 32.07 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 17 |
| 464 | 32.11 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 485 | 32.13 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
| 500 | 32.14 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
| 516 | 32.16 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 5 |
| 526 | 32.17 | wind | 1.0 | 43200 | > th | dose independent | rect. | 23 | 14 |
| 534 | 32.17 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 14 |
| 552 | 32.20 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 15 | 5 |
| 573 | 32.21 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 6 |
| 580 | 32.21 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 9 |
| 588 | 32.22 | humidity | 60.0 | 14400 | > th | dose independent | sin | 13 | NA |
| 602 | 32.23 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 1 |
| 615 | 32.24 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 6 |
| 624 | 32.25 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 5 |
| 642 | 32.26 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 19 | 1 |
| 685 | 32.28 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 21 | 23 |
| 687 | 32.29 | wind | 1.0 | 4320 | > th | dose independent | rect. | 17 | 2 |
| 701 | 32.30 | humidity | 60.0 | 14400 | < th | dose independent | sin | 13 | NA |
| 709 | 32.30 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 1 |
| 733 | 32.32 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 750 | 32.33 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 18 |
| 751 | 32.33 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 2 |
| 755 | 32.33 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 18 |
| 759 | 32.34 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 19 | 1 |
| 763 | 32.34 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 18 |
| 764 | 32.34 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 19 | 1 |
| 801 | 32.36 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 8 |
| 822 | 32.37 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 13 | 5 |
| 867 | 32.39 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 868 | 32.39 | wind | 1.0 | 43200 | > th | dose independent | rect. | 21 | 16 |
| 870 | 32.39 | humidity | 70.0 | 14400 | < th | dose dependent | sin | 12 | NA |
| 896 | 32.40 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 18 |
| 955 | 32.43 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
| 961 | 32.43 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 23 |