Os11g0574200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os11g0574200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Conserved 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 150.12 | 0.576 | 2.99 | 0.547 | 0.13 | 1.73 | 0.0822 | 2.96 | 0.199 | 3.76 | 19.59 | 2604 | -- | -- |
| 154.3 | 0.579 | 2.93 | 0.691 | 0.109 | 0.678 | -0.081 | -- | 0.249 | 3.44 | 22 | 2660 | -- | -- |
| 150.13 | 0.571 | 2.99 | 0.55 | 0.132 | 1.77 | -- | 3.02 | 0.199 | 3.89 | 19.5 | 2605 | -- | -- |
| 154.3 | 0.579 | 2.93 | 0.694 | 0.115 | 0.678 | -- | -- | 0.249 | 3.92 | 22.02 | 2668 | -- | -- |
| 151.07 | 0.572 | 2.99 | 0.547 | -- | 1.72 | -- | 2.94 | 0.198 | -- | 19.5 | 2609 | -- | -- |
| 160.46 | 0.594 | 2.96 | 0.408 | 0.084 | -- | -0.0352 | -- | 0.117 | 4.67 | -- | -- | -- | -- |
| 160.46 | 0.593 | 2.96 | 0.408 | 0.0836 | -- | -- | -- | 0.118 | 4.51 | -- | -- | -- | -- |
| 155 | 0.58 | 2.93 | 0.694 | -- | 0.663 | -- | -- | 0.25 | -- | 22.04 | 2723 | -- | -- |
| 163.76 | 0.596 | 2.96 | -- | 0.0946 | 0.289 | -- | -- | 0.114 | 3.16 | 23.23 | 1246 | -- | -- |
| 160.84 | 0.593 | 2.96 | 0.411 | -- | -- | -- | -- | 0.12 | -- | -- | -- | -- | -- |
| 164.85 | 0.601 | 2.97 | -- | 0.0913 | -- | -- | -- | 0.0722 | 4.4 | -- | -- | -- | -- |
| 164.15 | 0.597 | 2.96 | -- | -- | 0.235 | -- | -- | 0.11 | -- | 41.4 | 1993 | -- | -- |
| 165.3 | 0.6 | 2.97 | -- | -- | -- | -- | -- | 0.0742 | -- | -- | -- | -- | -- |
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 | 144.78 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 21 | 3 |
| 2 | 145.65 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 19 | 5 |
| 4 | 146.77 | wind | 7.0 | 4320 | > th | dose independent | rect. | 5 | 2 |
| 5 | 146.77 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 5 | 2 |
| 8 | 147.04 | wind | 7.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
| 10 | 147.29 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 11 | 1 |
| 11 | 147.29 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 11 | 1 |
| 12 | 147.54 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 10 | 1 |
| 13 | 147.62 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 13 | 11 |
| 17 | 147.91 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 21 | 2 |
| 18 | 147.92 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 11 | 1 |
| 19 | 147.92 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 11 | 1 |
| 26 | 148.14 | wind | 1.0 | 14400 | < th | dose independent | rect. | 13 | 4 |
| 29 | 148.20 | wind | 1.0 | 14400 | < th | dose independent | rect. | 13 | 11 |
| 31 | 148.24 | wind | 1.0 | 14400 | < th | dose independent | rect. | 12 | 9 |
| 38 | 148.37 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 12 | 4 |
| 40 | 148.42 | wind | 1.0 | 14400 | > th | dose independent | rect. | 13 | 4 |
| 50 | 148.48 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 13 | 2 |
| 59 | 148.58 | wind | 1.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 62 | 148.61 | wind | 1.0 | 14400 | > th | dose independent | rect. | 13 | 11 |
| 96 | 148.91 | wind | 1.0 | 14400 | > th | dose independent | rect. | 12 | 9 |
| 97 | 148.91 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 7 | 17 |
| 99 | 148.93 | wind | 9.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
| 123 | 149.09 | wind | 9.0 | 43200 | > th | dose independent | rect. | 3 | 3 |
| 125 | 149.11 | wind | 1.0 | 14400 | < th | dose dependent | sin | 18 | NA |
| 126 | 149.12 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 3 | 1 |
| 160 | 149.32 | wind | 9.0 | 43200 | > th | dose independent | rect. | 24 | 6 |
| 164 | 149.33 | wind | 1.0 | 14400 | > th | dose independent | sin | 17 | NA |
| 168 | 149.35 | wind | 1.0 | 14400 | < th | dose independent | sin | 17 | NA |
| 175 | 149.38 | wind | 9.0 | 43200 | < th | dose independent | rect. | 3 | 3 |
| 192 | 149.45 | wind | 1.0 | 14400 | < th | dose independent | rect. | 17 | 7 |
| 203 | 149.48 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 24 | 6 |
| 235 | 149.63 | wind | 9.0 | 14400 | > th | dose independent | rect. | 5 | 5 |
| 238 | 149.63 | temperature | 20.0 | 4320 | < th | dose dependent | sin | 21 | NA |
| 241 | 149.64 | wind | 7.0 | 4320 | > th | dose independent | rect. | 24 | 7 |
| 246 | 149.65 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 17 | 7 |
| 248 | 149.66 | wind | 1.0 | 14400 | > th | dose independent | rect. | 17 | 8 |
| 249 | 149.67 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 11 | 1 |
| 251 | 149.68 | wind | 9.0 | 4320 | > th | dose independent | rect. | 3 | 7 |
| 258 | 149.69 | wind | 7.0 | 4320 | > th | dose independent | rect. | 21 | 11 |
| 266 | 149.72 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 24 | 1 |
| 270 | 149.72 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 24 | 1 |
| 279 | 149.74 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 7 | 13 |
| 288 | 149.77 | wind | 7.0 | 4320 | < th | dose independent | rect. | 24 | 7 |
| 296 | 149.79 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 21 | 10 |
| 309 | 149.85 | wind | 9.0 | 43200 | < th | dose independent | rect. | 24 | 6 |
| 312 | 149.85 | wind | 7.0 | 4320 | < th | dose independent | rect. | 21 | 11 |
| 317 | 149.86 | wind | 9.0 | 4320 | < th | dose independent | rect. | 3 | 5 |
| 356 | 149.90 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 24 | 7 |
| 367 | 149.92 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 7 | 5 |
| 464 | 150.06 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 17 | 7 |
| 496 | 150.12 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 17 | 1 |
| 508 | 150.13 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 10 | 8 |
| 511 | 150.13 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 24 | 4 |
| 519 | 150.14 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 10 | 1 |
| 589 | 150.24 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 590 | 150.24 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 22 | 1 |
| 604 | 150.27 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 2 | 2 |
| 626 | 150.30 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 10 | 8 |
| 687 | 150.35 | wind | 5.0 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 693 | 150.36 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 11 | 3 |
| 700 | 150.37 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 24 | 1 |
| 706 | 150.37 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 24 | 1 |
| 749 | 150.40 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 11 | 3 |
| 759 | 150.41 | wind | 1.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
| 768 | 150.41 | wind | 3.0 | 10 | < th | dose independent | rect. | 11 | 16 |
| 808 | 150.45 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
| 835 | 150.47 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 23 | 1 |
| 836 | 150.47 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 19 | 1 |
| 845 | 150.49 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 1 |
| 856 | 150.49 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 18 | 3 |