Os11g0430000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Peptidase S10, serine carboxypeptidase family protein.
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Os11g0430000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Peptidase S10, serine carboxypeptidase 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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 261.4 | 0.76 | 5.14 | 0.95 | 1.05 | -1.28 | -0.974 | 0.35 | -0.555 | 8.26 | 21.3 | 1351 | -- | -- |
| 261.73 | 0.753 | 5.15 | 0.882 | 1.07 | -1.28 | -1 | -- | -0.576 | 8.28 | 21.3 | 1366 | -- | -- |
| 264.32 | 0.757 | 5.14 | 0.931 | 1.05 | -1.28 | -- | 0.387 | -0.55 | 8.29 | 21.27 | 1347 | -- | -- |
| 264.64 | 0.758 | 5.15 | 0.847 | 1.06 | -1.32 | -- | -- | -0.572 | 8.29 | 21.2 | 1350 | -- | -- |
| 307.69 | 0.817 | 5.14 | 0.945 | -- | -1.16 | -- | 0.853 | -0.459 | -- | 22.3 | 792 | -- | -- |
| 309.15 | 0.824 | 5.23 | 0.32 | 1.06 | -- | -0.968 | -- | -0.93 | 8.54 | -- | -- | -- | -- |
| 312.17 | 0.827 | 5.23 | 0.289 | 1.06 | -- | -- | -- | -0.93 | 8.54 | -- | -- | -- | -- |
| 310.89 | 0.821 | 5.17 | 0.679 | -- | -1.18 | -- | -- | -0.524 | -- | 22.29 | 800 | -- | -- |
| 277 | 0.775 | 5.18 | -- | 1.05 | -0.932 | -- | -- | -0.676 | 8.19 | 22.4 | 1278 | -- | -- |
| 375.63 | 0.906 | 5.26 | 0.294 | -- | -- | -- | -- | -0.92 | -- | -- | -- | -- | -- |
| 314.38 | 0.829 | 5.24 | -- | 1.06 | -- | -- | -- | -0.962 | 8.52 | -- | -- | -- | -- |
| 322.19 | 0.836 | 5.19 | -- | -- | -1.04 | -- | -- | -0.631 | -- | 22.32 | 788 | -- | -- |
| 377.9 | 0.907 | 5.27 | -- | -- | -- | -- | -- | -0.952 | -- | -- | -- | -- | -- |
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 | 256.64 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 5 | 1 |
| 3 | 257.05 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 5 | 2 |
| 7 | 260.44 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 21 | 1 |
| 9 | 260.79 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 15 | 13 |
| 11 | 260.82 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 18 | 13 |
| 12 | 260.84 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 12 | 17 |
| 13 | 260.86 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 16 | 260.88 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 16 | 23 |
| 22 | 261.05 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 14 | 18 |
| 38 | 261.30 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 21 | 2 |
| 42 | 261.35 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 6 |
| 45 | 261.43 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 13 | 1 |
| 46 | 261.46 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 19 | 12 |
| 49 | 261.48 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 14 | NA |
| 76 | 261.78 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 22 |
| 86 | 261.85 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 12 |
| 92 | 261.89 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 9 |
| 110 | 262.01 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 22 | 21 |
| 170 | 262.31 | humidity | 90.0 | 14400 | > th | dose dependent | no | NA | NA |
| 230 | 262.60 | temperature | 20.0 | 1440 | > th | dose independent | sin | 12 | NA |
| 235 | 262.62 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 23 |
| 261 | 262.77 | humidity | 90.0 | 14400 | > th | dose dependent | sin | 5 | NA |
| 267 | 262.80 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 10 |
| 269 | 262.81 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 2 | 11 |
| 274 | 262.84 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 6 |
| 284 | 262.90 | atmosphere | 1005.0 | 43200 | > th | dose independent | rect. | 1 | 1 |
| 305 | 263.01 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 3 | 7 |
| 326 | 263.12 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 13 | NA |
| 330 | 263.14 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 4 |
| 342 | 263.24 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 13 |
| 349 | 263.28 | atmosphere | 1005.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
| 368 | 263.36 | temperature | 20.0 | 1440 | < th | dose independent | sin | 11 | NA |
| 410 | 263.59 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 7 | 1 |
| 413 | 263.61 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 21 | 2 |
| 428 | 263.71 | atmosphere | 1005.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
| 436 | 263.76 | radiation | 1.0 | 4320 | < th | dose independent | rect. | 6 | 2 |
| 439 | 263.76 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 22 | 2 |
| 449 | 263.79 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 2 | 8 |
| 456 | 263.83 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 20 | 5 |
| 463 | 263.85 | radiation | 1.0 | 4320 | > th | dose independent | rect. | 6 | 2 |
| 496 | 264.04 | atmosphere | 1005.0 | 43200 | < th | dose independent | rect. | 1 | 3 |
| 519 | 264.17 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 4 | 4 |
| 535 | 264.27 | temperature | 30.0 | 1440 | < th | dose dependent | rect. | 4 | 1 |
| 569 | 264.40 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 19 | 12 |
| 571 | 264.41 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 1 | 6 |
| 572 | 264.41 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 23 | 8 |
| 578 | 264.42 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 22 | 22 |
| 585 | 264.45 | temperature | 15.0 | 1440 | > th | dose dependent | rect. | 4 | 1 |
| 592 | 264.47 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 9 | 5 |
| 624 | 264.61 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 12 | 4 |
| 630 | 264.64 | atmosphere | 1005.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
| 634 | 264.65 | atmosphere | 1005.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
| 648 | 264.70 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 8 | 2 |
| 664 | 264.76 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 1 | 4 |
| 673 | 264.79 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 8 | 6 |
| 677 | 264.80 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 9 | 2 |
| 693 | 264.88 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 2 |
| 700 | 264.90 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 7 | 3 |
| 753 | 265.09 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 3 |
| 759 | 265.11 | temperature | 20.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 774 | 265.15 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 7 | 3 |
| 786 | 265.19 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 802 | 265.25 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 804 | 265.25 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 844 | 265.33 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 952 | 265.65 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 7 | 8 |
| 997 | 265.76 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 8 | 1 |