Os09g0460500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os09g0460500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase 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 = humidity,
response mode = > th, dose dependency = dose dependent, type of G = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 102.11 | 0.475 | 13 | -0.892 | 1.5 | -2.54 | 2.15 | 4.61 | -0.564 | 6.65 | 93.8 | 377 | 13.3 | -- |
| 113.2 | 0.496 | 13 | -0.761 | 1.53 | -2.65 | 2.61 | -- | -0.538 | 6.45 | 93.75 | 391 | 12.7 | -- |
| 112.98 | 0.495 | 13 | -0.894 | 1.51 | -2.6 | -- | 5.47 | -0.576 | 6.54 | 93.83 | 386 | 13.3 | -- |
| 129.84 | 0.531 | 13 | -0.746 | 1.53 | -2.85 | -- | -- | -0.555 | 6.4 | 93.87 | 389 | 12.8 | -- |
| 228.5 | 0.704 | 13 | -0.839 | -- | -2.19 | -- | 5.38 | -0.517 | -- | 93.76 | 354 | 13.5 | -- |
| 151.72 | 0.577 | 13 | -0.848 | 1.36 | -- | 2.69 | -- | -0.425 | 6.93 | -- | -- | -- | -- |
| 170.44 | 0.611 | 13 | -0.8 | 1.36 | -- | -- | -- | -0.433 | 6.85 | -- | -- | -- | -- |
| 244.14 | 0.728 | 13.1 | -0.719 | -- | -2.05 | -- | -- | -0.487 | -- | 93.89 | 341 | 13.3 | -- |
| 144.33 | 0.56 | 13 | -- | 1.54 | -2.8 | -- | -- | -0.487 | 6.39 | 93.79 | 393 | 12.8 | -- |
| 267.98 | 0.765 | 13.1 | -0.771 | -- | -- | -- | -- | -0.406 | -- | -- | -- | -- | -- |
| 187.32 | 0.64 | 13 | -- | 1.36 | -- | -- | -- | -0.343 | 6.89 | -- | -- | -- | -- |
| 252.21 | 0.74 | 13.1 | -- | -- | -2.75 | -- | -- | -0.405 | -- | 94.69 | 219 | 13.2 | -- |
| 283.65 | 0.786 | 13 | -- | -- | -- | -- | -- | -0.321 | -- | -- | -- | -- | -- |
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 | 112.08 | wind | 1.0 | 90 | < th | dose dependent | rect. | 24 | 1 |
| 2 | 115.55 | wind | 1.0 | 90 | < th | dose independent | rect. | 24 | 1 |
| 4 | 123.66 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 5 | 124.14 | atmosphere | 1005.0 | 10 | < th | dose dependent | rect. | 24 | 6 |
| 7 | 124.64 | atmosphere | 1005.0 | 90 | < th | dose dependent | rect. | 24 | 3 |
| 12 | 125.00 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 23 | 2 |
| 15 | 125.34 | atmosphere | 1005.0 | 270 | < th | dose independent | rect. | 22 | 4 |
| 17 | 125.50 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 18 | 125.50 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 35 | 127.33 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 18 | 7 |
| 37 | 127.51 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 3 |
| 45 | 128.01 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 24 | 3 |
| 57 | 128.53 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 9 |
| 72 | 129.25 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
| 73 | 129.27 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
| 78 | 129.72 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 4 |
| 79 | 129.73 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 1 | 1 |
| 92 | 130.19 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 6 |
| 95 | 130.23 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 4 |
| 125 | 130.52 | wind | 1.0 | 90 | < th | dose independent | rect. | 17 | 9 |
| 189 | 131.65 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 19 | 9 |
| 200 | 131.74 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 11 | 15 |
| 216 | 131.97 | atmosphere | 1005.0 | 720 | < th | dose independent | rect. | 20 | 1 |
| 217 | 132.00 | wind | 1.0 | 90 | < th | dose independent | rect. | 9 | 17 |
| 231 | 132.29 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 3 |
| 234 | 132.33 | atmosphere | 1005.0 | 30 | < th | dose dependent | rect. | 21 | 10 |
| 294 | 133.23 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 295 | 133.24 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 3 |
| 296 | 133.25 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 1 |
| 330 | 133.71 | humidity | 90.0 | 90 | > th | dose independent | rect. | 24 | 3 |
| 342 | 133.84 | humidity | 90.0 | 720 | > th | dose dependent | sin | 17 | NA |
| 343 | 133.85 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 5 |
| 350 | 133.90 | humidity | 90.0 | 720 | > th | dose independent | rect. | 20 | 3 |
| 363 | 134.00 | atmosphere | 1005.0 | 10 | < th | dose dependent | sin | 9 | NA |
| 423 | 134.64 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 430 | 134.70 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 5 |
| 459 | 134.80 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 5 |
| 493 | 134.95 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 3 |
| 500 | 134.97 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 3 |
| 514 | 135.03 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 529 | 135.12 | wind | 1.0 | 90 | < th | dose dependent | rect. | 17 | 9 |
| 639 | 135.68 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 697 | 135.97 | temperature | 20.0 | 30 | > th | dose independent | rect. | 1 | 1 |
| 710 | 136.06 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 4 |
| 729 | 136.15 | precipitation | 0.1 | 30 | > th | dose dependent | sin | 2 | NA |
| 749 | 136.29 | humidity | 90.0 | 720 | < th | dose independent | rect. | 20 | 4 |
| 755 | 136.35 | precipitation | 0.1 | 30 | > th | dose independent | sin | 2 | NA |
| 769 | 136.44 | precipitation | 0.1 | 270 | > th | dose independent | sin | 11 | NA |
| 783 | 136.52 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 844 | 136.79 | temperature | 20.0 | 10 | > th | dose independent | rect. | 1 | 5 |
| 855 | 136.83 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 11 |
| 858 | 136.84 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 16 |
| 865 | 136.87 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 24 | 2 |
| 871 | 136.89 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 4 |
| 876 | 136.89 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 14 | 14 |
| 883 | 136.93 | precipitation | 0.1 | 270 | > th | dose dependent | sin | 10 | NA |
| 915 | 137.10 | atmosphere | 1005.0 | 10 | < th | dose independent | rect. | 22 | 8 |
| 918 | 137.11 | precipitation | 0.1 | 90 | > th | dose independent | sin | 9 | NA |
| 924 | 137.12 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 7 | 1 |
| 932 | 137.15 | humidity | 90.0 | 720 | > th | dose independent | rect. | 13 | 13 |
| 939 | 137.17 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 12 | 2 |
| 976 | 137.29 | wind | 1.0 | 90 | < th | dose dependent | rect. | 9 | 17 |