Os09g0530800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Proteinase inhibitor, propeptide domain containing protein.
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Os09g0530800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Proteinase inhibitor, propeptide domain containing 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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 432.77 | 0.977 | 3.85 | -0.97 | 1.01 | 4.59 | -1.12 | -2.17 | -0.729 | 0.198 | 9.303 | 7 | -- | -- |
| 432.76 | 0.969 | 3.86 | -0.966 | 1.01 | 5.28 | -1.1 | -- | -0.727 | 0.204 | 9.3 | 7 | -- | -- |
| 438.02 | 0.975 | 3.85 | -0.927 | 1.01 | 4.78 | -- | -1.07 | -0.716 | 0.162 | 9.3 | 6 | -- | -- |
| 437.97 | 0.975 | 3.86 | -0.926 | 1.01 | 5.16 | -- | -- | -0.725 | 0.177 | 9.3 | 6 | -- | -- |
| 501.34 | 1.04 | 3.83 | -0.925 | -- | 4 | -- | -1.99 | -0.722 | -- | 9.383 | 6 | -- | -- |
| 465.46 | 1.01 | 3.87 | -1.1 | 0.946 | -- | -0.894 | -- | -0.778 | 23.9 | -- | -- | -- | -- |
| 468.92 | 1.01 | 3.87 | -1.07 | 0.949 | -- | -- | -- | -0.774 | 23.9 | -- | -- | -- | -- |
| 501.36 | 1.04 | 3.84 | -0.92 | -- | 4.7 | -- | -- | -0.721 | -- | 9.395 | 6 | -- | -- |
| 460.08 | 0.999 | 3.83 | -- | 1.02 | 5.71 | -- | -- | -0.625 | 0.155 | 9.3 | 7 | -- | -- |
| 525.63 | 1.07 | 3.85 | -1.04 | -- | -- | -- | -- | -0.761 | -- | -- | -- | -- | -- |
| 499.01 | 1.04 | 3.84 | -- | 0.936 | -- | -- | -- | -0.655 | 23.8 | -- | -- | -- | -- |
| 523.22 | 1.07 | 3.81 | -- | -- | 5.15 | -- | -- | -0.614 | -- | 9.344 | 6 | -- | -- |
| 554.15 | 1.1 | 3.82 | -- | -- | -- | -- | -- | -0.646 | -- | -- | -- | -- | -- |
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 | 429.09 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 2 | 430.10 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 3 | 430.30 | temperature | 20.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 5 | 430.46 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 6 | 430.67 | wind | 3.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 7 | 430.95 | wind | 3.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 9 | 431.07 | humidity | 80.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 16 | 432.43 | wind | 9.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 17 | 432.43 | temperature | 10.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 19 | 432.43 | temperature | 30.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 20 | 432.43 | humidity | 50.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 24 | 432.43 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 26 | 432.43 | radiation | 1.0 | 30 | < th | dose independent | rect. | 2 | 1 |
| 31 | 432.43 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 2 | 1 |
| 32 | 432.43 | temperature | 10.0 | 30 | > th | dose independent | rect. | 3 | 23 |
| 33 | 432.43 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 38 | 432.43 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 39 | 432.45 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 2 | 1 |
| 48 | 435.00 | atmosphere | 1015.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 50 | 435.65 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 3 | 23 |
| 51 | 435.65 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 3 | 23 |
| 52 | 435.97 | wind | 9.0 | 30 | > th | dose dependent | rect. | 13 | 7 |
| 58 | 436.46 | wind | 9.0 | 30 | > th | dose dependent | rect. | 13 | 22 |
| 60 | 436.58 | wind | 9.0 | 30 | > th | dose independent | rect. | 13 | 7 |
| 72 | 436.79 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 2 | 1 |
| 93 | 437.17 | wind | 9.0 | 90 | > th | dose independent | rect. | 13 | 3 |
| 94 | 437.26 | wind | 9.0 | 10 | > th | dose independent | rect. | 13 | 3 |
| 107 | 437.49 | wind | 9.0 | 90 | > th | dose dependent | rect. | 13 | 3 |
| 179 | 438.57 | wind | 9.0 | 30 | > th | dose dependent | sin | 16 | NA |
| 181 | 438.66 | wind | 9.0 | 30 | > th | dose dependent | rect. | 15 | 5 |
| 187 | 438.99 | wind | 1.0 | 30 | > th | dose independent | rect. | 2 | 1 |
| 188 | 439.11 | wind | 9.0 | 30 | > th | dose independent | rect. | 15 | 5 |
| 195 | 439.18 | wind | 9.0 | 30 | > th | dose dependent | rect. | 15 | 20 |
| 200 | 439.32 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 16 |
| 232 | 439.65 | wind | 9.0 | 10 | < th | dose dependent | rect. | 4 | 18 |
| 240 | 440.06 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 14 |
| 241 | 440.07 | wind | 9.0 | 10 | > th | dose independent | rect. | 15 | 1 |
| 249 | 440.07 | wind | 9.0 | 10 | > th | dose dependent | rect. | 15 | 1 |
| 271 | 440.50 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 5 |
| 272 | 440.56 | wind | 9.0 | 10 | < th | dose dependent | rect. | 2 | 20 |
| 340 | 441.40 | temperature | 25.0 | 10 | < th | dose independent | rect. | 12 | 19 |
| 363 | 441.55 | temperature | 20.0 | 90 | > th | dose independent | rect. | 6 | 20 |
| 365 | 441.57 | atmosphere | 1000.0 | 10 | > th | dose independent | rect. | 12 | 18 |
| 372 | 441.65 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 2 | 20 |
| 384 | 441.87 | temperature | 20.0 | 270 | > th | dose independent | rect. | 19 | 14 |
| 389 | 441.96 | wind | 9.0 | 30 | > th | dose independent | sin | 15 | NA |
| 396 | 442.06 | temperature | 20.0 | 10 | > th | dose dependent | sin | 9 | NA |
| 403 | 442.21 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 14 |
| 406 | 442.29 | wind | 5.0 | 10 | < th | dose independent | rect. | 4 | 18 |
| 423 | 442.58 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 23 |
| 424 | 442.58 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 23 |
| 427 | 442.66 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 20 |
| 430 | 442.69 | temperature | 20.0 | 270 | > th | dose independent | rect. | 4 | 21 |
| 432 | 442.71 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 20 | 14 |
| 438 | 442.77 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 8 | 22 |
| 446 | 442.91 | atmosphere | 1000.0 | 270 | > th | dose independent | rect. | 9 | 20 |
| 447 | 442.92 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 14 | 11 |
| 448 | 442.92 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 14 | 11 |
| 449 | 442.93 | temperature | 20.0 | 10 | > th | dose independent | rect. | 23 | 13 |
| 458 | 443.08 | wind | 5.0 | 10 | < th | dose independent | rect. | 2 | 20 |
| 486 | 443.50 | atmosphere | 1005.0 | 270 | > th | dose independent | rect. | 2 | 1 |
| 488 | 443.50 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 17 | 16 |
| 490 | 443.52 | wind | 7.0 | 10 | < th | dose independent | rect. | 6 | 20 |
| 495 | 443.59 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 2 | 4 |
| 505 | 443.71 | wind | 7.0 | 10 | < th | dose independent | rect. | 13 | 23 |
| 507 | 443.72 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 20 | 16 |
| 508 | 443.72 | atmosphere | 995.0 | 10 | > th | dose dependent | rect. | 12 | 18 |
| 527 | 443.93 | atmosphere | 1000.0 | 270 | > th | dose dependent | rect. | 2 | 1 |
| 533 | 444.00 | atmosphere | 1000.0 | 30 | > th | dose dependent | rect. | 2 | 4 |
| 547 | 444.18 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 23 | 4 |
| 597 | 444.62 | temperature | 25.0 | 10 | < th | dose independent | rect. | 4 | 2 |
| 598 | 444.62 | wind | 7.0 | 10 | < th | dose independent | rect. | 6 | 15 |
| 610 | 444.73 | humidity | 50.0 | 270 | > th | dose independent | rect. | 13 | 12 |
| 635 | 444.96 | wind | 7.0 | 270 | < th | dose independent | rect. | 24 | 22 |
| 682 | 445.36 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 17 |
| 690 | 445.41 | temperature | 20.0 | 10 | > th | dose independent | rect. | 16 | 20 |
| 719 | 445.50 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 6 | 1 |
| 738 | 445.52 | atmosphere | 1000.0 | 30 | > th | dose independent | rect. | 2 | 14 |
| 739 | 445.53 | temperature | 25.0 | 30 | < th | dose independent | rect. | 20 | 11 |
| 754 | 445.60 | radiation | 40.0 | 30 | < th | dose independent | rect. | 6 | 20 |
| 762 | 445.65 | temperature | 25.0 | 10 | < th | dose independent | rect. | 2 | 21 |
| 774 | 445.73 | temperature | 20.0 | 90 | > th | dose independent | rect. | 19 | 7 |
| 778 | 445.76 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 19 | 1 |
| 785 | 445.79 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 5 | 20 |
| 786 | 445.79 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 5 | 20 |
| 797 | 445.84 | wind | 3.0 | 270 | > th | dose dependent | rect. | 12 | 1 |
| 826 | 446.00 | atmosphere | 995.0 | 720 | > th | dose independent | rect. | 17 | 20 |
| 837 | 446.06 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 6 | 20 |
| 848 | 446.14 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 2 | 12 |
| 853 | 446.16 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 6 | 20 |
| 861 | 446.18 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
| 872 | 446.26 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 18 | 2 |
| 883 | 446.29 | wind | 7.0 | 10 | < th | dose independent | rect. | 6 | 12 |
| 895 | 446.37 | temperature | 20.0 | 10 | > th | dose independent | sin | 8 | NA |
| 900 | 446.38 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 2 | 21 |
| 915 | 446.48 | temperature | 25.0 | 10 | > th | dose independent | rect. | 14 | 22 |
| 918 | 446.50 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 9 | 2 |
| 922 | 446.53 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 13 | 23 |
| 923 | 446.53 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 13 | 23 |
| 932 | 446.60 | wind | 9.0 | 30 | > th | dose dependent | rect. | 10 | 10 |
| 986 | 446.65 | temperature | 10.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
| 989 | 446.69 | wind | 9.0 | 270 | < th | dose independent | rect. | 3 | 23 |