Os10g0498200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Epoxide hydrolase family protein.
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Os10g0498200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Epoxide hydrolase 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 50.78 | 0.335 | 11.3 | 0.322 | 0.736 | 0.711 | -1.04 | -0.178 | 0.211 | 22.9 | 25.4 | 1224 | -- | -- |
| 50.8 | 0.332 | 11.3 | 0.352 | 0.747 | 0.703 | -1.04 | -- | 0.216 | 22.9 | 25.28 | 1226 | -- | -- |
| 54.61 | 0.344 | 11.3 | 0.253 | 0.749 | 0.698 | -- | -0.649 | 0.201 | 23.4 | 25.63 | 1232 | -- | -- |
| 54.79 | 0.345 | 11.3 | 0.412 | 0.75 | 0.652 | -- | -- | 0.225 | 23.4 | 25.41 | 1238 | -- | -- |
| 80.16 | 0.417 | 11.3 | -0.154 | -- | 1.26 | -- | -2.27 | 0.0271 | -- | 24.1 | 986 | -- | -- |
| 68.18 | 0.387 | 11.3 | 0.591 | 0.855 | -- | -0.798 | -- | 0.286 | 23.3 | -- | -- | -- | -- |
| 70.61 | 0.393 | 11.3 | 0.621 | 0.86 | -- | -- | -- | 0.287 | 23.7 | -- | -- | -- | -- |
| 82.33 | 0.423 | 11.3 | 0.345 | -- | 1.06 | -- | -- | 0.159 | -- | 24.11 | 1008 | -- | -- |
| 59.01 | 0.358 | 11.3 | -- | 0.766 | 0.743 | -- | -- | 0.158 | 23.4 | 25.02 | 1264 | -- | -- |
| 117.14 | 0.506 | 11.2 | 0.646 | -- | -- | -- | -- | 0.298 | -- | -- | -- | -- | -- |
| 80.78 | 0.42 | 11.3 | -- | 0.868 | -- | -- | -- | 0.218 | 23.7 | -- | -- | -- | -- |
| 85.27 | 0.43 | 11.3 | -- | -- | 1.14 | -- | -- | 0.112 | -- | 24.1 | 1012 | -- | -- |
| 128.14 | 0.528 | 11.3 | -- | -- | -- | -- | -- | 0.226 | -- | -- | -- | -- | -- |
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 | 46.72 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 16 |
| 2 | 46.73 | temperature | 30.0 | 720 | < th | dose independent | sin | 12 | NA |
| 7 | 48.00 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 16 | 8 |
| 18 | 48.39 | temperature | 10.0 | 720 | > th | dose dependent | sin | 18 | NA |
| 19 | 48.43 | temperature | 15.0 | 720 | > th | dose dependent | sin | 16 | NA |
| 20 | 48.45 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 3 | 5 |
| 24 | 48.52 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 13 | 15 |
| 29 | 48.62 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 13 | 12 |
| 33 | 48.68 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 17 | 14 |
| 38 | 48.79 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 17 | 12 |
| 41 | 48.80 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 17 | 10 |
| 44 | 48.81 | humidity | 70.0 | 720 | > th | dose independent | sin | 12 | NA |
| 46 | 48.83 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 13 | 9 |
| 54 | 48.91 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 15 | 7 |
| 64 | 49.00 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 1 | 7 |
| 72 | 49.05 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 16 |
| 101 | 49.27 | temperature | 30.0 | 720 | < th | dose independent | rect. | 13 | 6 |
| 104 | 49.31 | temperature | 30.0 | 720 | < th | dose independent | rect. | 11 | 8 |
| 122 | 49.49 | humidity | 90.0 | 720 | < th | dose independent | rect. | 17 | 7 |
| 128 | 49.51 | radiation | 1.0 | 720 | > th | dose independent | sin | 16 | NA |
| 195 | 49.89 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 16 | 16 |
| 196 | 49.90 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 9 |
| 206 | 49.93 | temperature | 30.0 | 720 | < th | dose independent | rect. | 5 | 14 |
| 234 | 50.09 | temperature | 25.0 | 720 | > th | dose dependent | sin | 12 | NA |
| 254 | 50.21 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 14 | 15 |
| 256 | 50.21 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 14 | 15 |
| 269 | 50.29 | temperature | 30.0 | 720 | < th | dose independent | sin | 20 | NA |
| 340 | 50.62 | humidity | 90.0 | 720 | < th | dose independent | rect. | 20 | 4 |
| 344 | 50.62 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 23 | 8 |
| 348 | 50.65 | wind | 5.0 | 270 | < th | dose independent | rect. | 23 | 8 |
| 394 | 50.88 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 7 |
| 405 | 50.93 | humidity | 90.0 | 720 | < th | dose dependent | sin | 14 | NA |
| 410 | 50.96 | humidity | 70.0 | 720 | > th | dose independent | rect. | 18 | 9 |
| 472 | 51.19 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 15 | 2 |
| 506 | 51.29 | radiation | 1.0 | 720 | > th | dose independent | rect. | 13 | 6 |
| 517 | 51.29 | wind | 7.0 | 270 | < th | dose independent | rect. | 13 | 16 |
| 544 | 51.37 | radiation | 1.0 | 720 | > th | dose independent | rect. | 11 | 8 |
| 560 | 51.39 | humidity | 50.0 | 720 | > th | dose dependent | sin | 12 | NA |
| 628 | 51.51 | temperature | 25.0 | 720 | > th | dose independent | rect. | 17 | 7 |
| 820 | 51.96 | wind | 7.0 | 270 | < th | dose dependent | rect. | 23 | 8 |
| 901 | 52.12 | humidity | 50.0 | 720 | > th | dose independent | rect. | 1 | 16 |
| 902 | 52.12 | humidity | 50.0 | 270 | > th | dose independent | rect. | 7 | 16 |
| 921 | 52.17 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 9 | 1 |
| 926 | 52.18 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 9 | 1 |
| 936 | 52.18 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 8 | 22 |
| 938 | 52.20 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 19 |
| 952 | 52.22 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 11 | 3 |
| 964 | 52.25 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 19 |
| 967 | 52.27 | wind | 7.0 | 43200 | > th | dose independent | rect. | 12 | 2 |