Os02g0124600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Plant-specific FAD-dependent oxidoreductase family protein.
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Os02g0124600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Plant-specific FAD-dependent oxidoreductase family 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 293.18 | 0.804 | 4.53 | -1.62 | 1.17 | 1.11 | -1.07 | -1.32 | -0.62 | 8.97 | 77 | 1634 | -- | -- |
| 294.57 | 0.799 | 4.52 | -1.51 | 1.16 | 1.02 | -1.06 | -- | -0.597 | 9.04 | 77.17 | 1636 | -- | -- |
| 297.04 | 0.803 | 4.53 | -1.67 | 1.17 | 1.12 | -- | -1.48 | -0.622 | 8.97 | 77 | 1623 | -- | -- |
| 298.82 | 0.805 | 4.52 | -1.56 | 1.17 | 1.02 | -- | -- | -0.599 | 9.05 | 77 | 1615 | -- | -- |
| 372.41 | 0.904 | 4.55 | -1.57 | -- | 0.379 | -- | -0.704 | -0.548 | -- | 77.33 | 1511 | -- | -- |
| 306.62 | 0.821 | 4.51 | -1.46 | 1.16 | -- | -1.1 | -- | -0.552 | 9.48 | -- | -- | -- | -- |
| 311.05 | 0.826 | 4.51 | -1.5 | 1.17 | -- | -- | -- | -0.554 | 9.43 | -- | -- | -- | -- |
| 374.49 | 0.901 | 4.56 | -1.56 | -- | 1.19 | -- | -- | -0.608 | -- | 78.1 | 1502 | -- | -- |
| 352.87 | 0.875 | 4.52 | -- | 1.26 | 1.08 | -- | -- | -0.574 | 9.84 | 84.02 | 2605 | -- | -- |
| 391.15 | 0.924 | 4.54 | -1.5 | -- | -- | -- | -- | -0.55 | -- | -- | -- | -- | -- |
| 370.05 | 0.9 | 4.48 | -- | 1.17 | -- | -- | -- | -0.387 | 9.53 | -- | -- | -- | -- |
| 433.92 | 0.97 | 4.56 | -- | -- | 1.05 | -- | -- | -0.621 | -- | 83.53 | 2944 | -- | -- |
| 450.76 | 0.991 | 4.51 | -- | -- | -- | -- | -- | -0.383 | -- | -- | -- | -- | -- |
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 | 281.31 | radiation | 1.0 | 90 | > th | dose independent | rect. | 18 | 1 |
| 11 | 283.15 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 18 | 1 |
| 21 | 284.00 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 22 | 284.12 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 23 | 284.25 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 5 | 2 |
| 24 | 284.47 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
| 25 | 284.48 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 13 | 1 |
| 27 | 284.59 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 5 | 1 |
| 35 | 285.04 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 3 |
| 52 | 285.33 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 8 |
| 71 | 285.83 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 87 | 286.16 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
| 101 | 286.48 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 2 | 1 |
| 116 | 286.77 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 23 | 5 |
| 119 | 286.81 | wind | 3.0 | 1440 | < th | dose independent | rect. | 10 | 1 |
| 150 | 287.47 | wind | 7.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
| 154 | 287.51 | wind | 7.0 | 90 | > th | dose dependent | rect. | 18 | 1 |
| 172 | 288.01 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 22 | 7 |
| 174 | 288.07 | wind | 3.0 | 14400 | < th | dose independent | rect. | 2 | 1 |
| 176 | 288.09 | wind | 7.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
| 177 | 288.10 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 24 | 2 |
| 178 | 288.13 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 181 | 288.21 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 184 | 288.22 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 7 | 8 |
| 187 | 288.25 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 4 |
| 198 | 288.32 | wind | 3.0 | 43200 | < th | dose independent | rect. | 24 | 3 |
| 213 | 288.52 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 7 | 8 |
| 214 | 288.52 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
| 224 | 288.72 | wind | 3.0 | 1440 | < th | dose dependent | rect. | 10 | 1 |
| 230 | 288.90 | wind | 3.0 | 1440 | > th | dose independent | rect. | 10 | 1 |
| 244 | 289.13 | wind | 7.0 | 90 | > th | dose independent | rect. | 18 | 1 |
| 249 | 289.25 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 251 | 289.28 | wind | 3.0 | 1440 | < th | dose independent | rect. | 8 | 1 |
| 252 | 289.31 | wind | 3.0 | 14400 | > th | dose independent | rect. | 2 | 1 |
| 260 | 289.41 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 22 |
| 276 | 289.71 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 4 |
| 277 | 289.71 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 22 |
| 278 | 289.71 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 4 |
| 283 | 289.77 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 24 | 2 |
| 298 | 289.89 | wind | 3.0 | 43200 | > th | dose independent | rect. | 24 | 3 |
| 304 | 289.99 | wind | 3.0 | 1440 | > th | dose independent | rect. | 8 | 1 |
| 322 | 290.18 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 324 | 290.18 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 330 | 290.25 | wind | 3.0 | 1440 | < th | dose independent | rect. | 8 | 3 |
| 333 | 290.30 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 4 |
| 334 | 290.31 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 4 |
| 349 | 290.41 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 17 |
| 350 | 290.42 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 5 | 19 |
| 352 | 290.43 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 14 |
| 355 | 290.44 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 1 | 6 |
| 356 | 290.44 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 1 | 6 |
| 360 | 290.48 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 11 | 11 |
| 378 | 290.57 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 8 |
| 380 | 290.60 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 8 |
| 385 | 290.64 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 19 |
| 389 | 290.65 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 7 |
| 392 | 290.65 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 1 | 9 |
| 403 | 290.65 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 1 | 9 |
| 404 | 290.66 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 421 | 290.71 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 454 | 290.83 | wind | 3.0 | 1440 | > th | dose independent | rect. | 8 | 3 |
| 471 | 290.92 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 7 |
| 481 | 290.95 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 1 |
| 522 | 291.07 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 10 |
| 523 | 291.07 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 13 |
| 547 | 291.10 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 12 | 1 |
| 557 | 291.15 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 8 | 1 |
| 578 | 291.23 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 4 |
| 588 | 291.29 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 24 | 7 |
| 590 | 291.29 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 24 | 10 |
| 591 | 291.29 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 24 | 13 |
| 635 | 291.43 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 22 | 2 |
| 637 | 291.43 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 3 | 14 |
| 664 | 291.53 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 7 | 3 |
| 669 | 291.55 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 19 | 22 |
| 686 | 291.62 | wind | 9.0 | 14400 | < th | dose independent | rect. | 10 | 4 |
| 689 | 291.62 | radiation | 1.0 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 721 | 291.69 | radiation | 1.0 | 30 | < th | dose independent | rect. | 20 | 18 |
| 725 | 291.70 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 3 | 14 |
| 726 | 291.70 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 3 | 14 |
| 728 | 291.71 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 3 | 6 |
| 741 | 291.75 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 3 | 14 |
| 767 | 291.80 | wind | 9.0 | 14400 | < th | dose independent | rect. | 5 | 9 |
| 796 | 291.88 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 23 | 4 |
| 813 | 291.96 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 2 | 1 |
| 828 | 292.00 | wind | 7.0 | 90 | < th | dose dependent | rect. | 7 | 20 |
| 840 | 292.02 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 16 |
| 857 | 292.07 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 16 | 17 |
| 860 | 292.07 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 18 | 19 |
| 862 | 292.08 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 894 | 292.17 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 6 | 5 |
| 918 | 292.24 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 6 | 6 |
| 932 | 292.28 | humidity | 50.0 | 1440 | > th | dose dependent | rect. | 7 | 1 |
| 940 | 292.31 | humidity | 80.0 | 720 | > th | dose independent | rect. | 20 | 1 |
| 945 | 292.34 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 19 | 1 |
| 947 | 292.34 | wind | 3.0 | 90 | > th | dose dependent | rect. | 18 | 1 |
| 948 | 292.34 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 8 | 2 |
| 958 | 292.38 | humidity | 80.0 | 10 | > th | dose independent | rect. | 7 | 20 |
| 969 | 292.40 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 1 | 16 |
| 974 | 292.41 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 20 | 18 |