Os11g0206000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os11g0206000 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 95.06 | 0.458 | 12.8 | -0.715 | 0.408 | -0.626 | 0.469 | -1.42 | 0.552 | 22.3 | 66.99 | 3245 | -- | -- |
| 98.21 | 0.462 | 12.8 | -0.687 | 0.382 | -0.659 | 0.473 | -- | 0.549 | 22.3 | 67 | 3255 | -- | -- |
| 95.91 | 0.456 | 12.8 | -0.732 | 0.408 | -0.625 | -- | -1.42 | 0.553 | 22.1 | 66.83 | 3239 | -- | -- |
| 98.87 | 0.463 | 12.8 | -0.719 | 0.423 | -0.714 | -- | -- | 0.522 | 21.9 | 66.13 | 3266 | -- | -- |
| 105.59 | 0.479 | 12.8 | -0.733 | -- | -0.595 | -- | -1.44 | 0.558 | -- | 66.7 | 3109 | -- | -- |
| 110.86 | 0.494 | 12.8 | -0.712 | 0.366 | -- | 0.434 | -- | 0.642 | 22.6 | -- | -- | -- | -- |
| 111.59 | 0.495 | 12.8 | -0.728 | 0.367 | -- | -- | -- | 0.641 | 22.2 | -- | -- | -- | -- |
| 108.54 | 0.485 | 12.8 | -0.706 | -- | -0.681 | -- | -- | 0.534 | -- | 66 | 3106 | -- | -- |
| 110.79 | 0.49 | 12.8 | -- | 0.471 | -0.663 | -- | -- | 0.65 | 22.7 | 67.04 | 2627 | -- | -- |
| 119.79 | 0.511 | 12.8 | -0.723 | -- | -- | -- | -- | 0.642 | -- | -- | -- | -- | -- |
| 125.55 | 0.524 | 12.8 | -- | 0.364 | -- | -- | -- | 0.722 | 22.1 | -- | -- | -- | -- |
| 120.08 | 0.51 | 12.8 | -- | -- | -0.665 | -- | -- | 0.67 | -- | 68 | 2956 | -- | -- |
| 133.56 | 0.539 | 12.8 | -- | -- | -- | -- | -- | 0.722 | -- | -- | -- | -- | -- |
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 | 90.24 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 2 | 90.48 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 5 | 1 |
| 5 | 91.25 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 11 |
| 6 | 91.32 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 11 |
| 7 | 91.32 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 11 |
| 8 | 91.64 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 12 | 91.82 | wind | 3.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 13 | 91.86 | wind | 3.0 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 25 | 92.18 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 23 | 6 |
| 27 | 92.21 | temperature | 20.0 | 90 | > th | dose independent | rect. | 20 | 19 |
| 32 | 92.25 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 11 |
| 34 | 92.29 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 2 | 4 |
| 44 | 92.43 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 23 | 6 |
| 57 | 92.49 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 22 | 9 |
| 59 | 92.50 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 22 | 9 |
| 67 | 92.56 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 19 |
| 151 | 93.10 | temperature | 20.0 | 90 | > th | dose independent | rect. | 9 | 19 |
| 206 | 93.48 | temperature | 20.0 | 270 | > th | dose independent | rect. | 7 | 19 |
| 215 | 93.52 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 9 |
| 224 | 93.55 | wind | 3.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
| 225 | 93.55 | temperature | 20.0 | 90 | > th | dose independent | rect. | 9 | 17 |
| 231 | 93.57 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 7 |
| 245 | 93.60 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 5 |
| 259 | 93.69 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 5 |
| 261 | 93.69 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 5 |
| 265 | 93.71 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 9 |
| 283 | 93.78 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 7 |
| 320 | 93.93 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 5 |
| 327 | 93.98 | wind | 3.0 | 14400 | > th | dose independent | rect. | 24 | 1 |
| 335 | 94.03 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
| 364 | 94.14 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 3 |
| 367 | 94.14 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 8 |
| 368 | 94.14 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 3 |
| 373 | 94.18 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 2 |
| 375 | 94.18 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 2 |
| 378 | 94.19 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 1 |
| 381 | 94.19 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 3 |
| 414 | 94.29 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
| 426 | 94.32 | wind | 9.0 | 14400 | < th | dose independent | rect. | 5 | 6 |
| 429 | 94.33 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 2 |
| 430 | 94.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 2 |
| 445 | 94.36 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 3 |
| 447 | 94.36 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 13 | 4 |
| 465 | 94.41 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 3 |
| 468 | 94.42 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
| 479 | 94.45 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 9 | 2 |
| 483 | 94.47 | wind | 3.0 | 43200 | > th | dose independent | rect. | 1 | 11 |
| 512 | 94.54 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 10 | 6 |
| 517 | 94.55 | humidity | 70.0 | 14400 | > th | dose dependent | rect. | 11 | 1 |
| 521 | 94.56 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 10 | 2 |
| 523 | 94.57 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
| 549 | 94.61 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 551 | 94.61 | wind | 3.0 | 43200 | > th | dose independent | rect. | 23 | 13 |
| 553 | 94.61 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 556 | 94.61 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 12 |
| 562 | 94.62 | temperature | 15.0 | 14400 | > th | dose dependent | rect. | 9 | 6 |
| 589 | 94.66 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 9 | 5 |
| 617 | 94.69 | wind | 3.0 | 43200 | < th | dose independent | rect. | 1 | 12 |
| 630 | 94.69 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 22 | 15 |
| 640 | 94.70 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 12 |
| 645 | 94.71 | wind | 9.0 | 43200 | < th | dose dependent | sin | 8 | NA |
| 651 | 94.72 | wind | 1.0 | 43200 | > th | dose dependent | sin | 8 | NA |
| 676 | 94.75 | humidity | 80.0 | 14400 | < th | dose independent | rect. | 10 | 5 |
| 695 | 94.77 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 10 | 2 |
| 720 | 94.80 | wind | 3.0 | 43200 | < th | dose independent | rect. | 23 | 13 |
| 755 | 94.83 | temperature | 30.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
| 796 | 94.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 801 | 94.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
| 831 | 94.91 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
| 845 | 94.92 | wind | 3.0 | 43200 | > th | dose independent | sin | 8 | NA |
| 967 | 95.03 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 11 |
| 986 | 95.06 | wind | 3.0 | 43200 | < th | dose independent | sin | 8 | NA |