Os10g0498000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Epoxide hydrolase.
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Os10g0498000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Epoxide hydrolase.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 560.32 | 1.11 | 6.35 | -6.29 | 1.37 | -4 | 3.24 | 6.9 | -1.78 | 7.21 | 62.69 | 1344 | 18.7 | -- |
| 608.02 | 1.15 | 6.33 | -5.44 | 1.6 | -3.56 | 3.19 | -- | -1.78 | 7.01 | 66.16 | 1361 | 17 | -- |
| 584.71 | 1.13 | 6.33 | -6.1 | 1.51 | -3.77 | -- | 6.11 | -1.72 | 7.21 | 63 | 1390 | 18.4 | -- |
| 619.97 | 1.16 | 6.27 | -5.2 | 1.72 | -3.24 | -- | -- | -1.6 | 7.18 | 64.55 | 1335 | 15.2 | -- |
| 655.52 | 1.19 | 6.41 | -6.22 | -- | -4.46 | -- | 8.42 | -1.5 | -- | 37.53 | 1312 | 20.2 | -- |
| 853.48 | 1.37 | 6.19 | -5.14 | 1.7 | -- | 2.54 | -- | -1.23 | 7.15 | -- | -- | -- | -- |
| 870.23 | 1.38 | 6.2 | -5.09 | 1.7 | -- | -- | -- | -1.24 | 7.32 | -- | -- | -- | -- |
| 663 | 1.2 | 6.25 | -5.46 | -- | -3.87 | -- | -- | -1.24 | -- | -4.151 | 1586 | 12.1 | -- |
| 1249.89 | 1.65 | 6.24 | -- | 1.71 | -3.67 | -- | -- | -1.43 | 7.16 | 84 | 2208 | 14.6 | -- |
| 1023.52 | 1.49 | 6.23 | -5.06 | -- | -- | -- | -- | -1.21 | -- | -- | -- | -- | -- |
| 1552.68 | 1.84 | 6.07 | -- | 1.65 | -- | -- | -- | -0.672 | 7.52 | -- | -- | -- | -- |
| 1171.38 | 1.59 | 6.26 | -- | -- | -5.46 | -- | -- | -1.3 | -- | -44.03 | 27834 | 14.3 | -- |
| 1698.81 | 1.92 | 6.11 | -- | -- | -- | -- | -- | -0.649 | -- | -- | -- | -- | -- |
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 | 554.83 | humidity | 90 | 720 | > th | dose dependent | rect. | 7 | 17 |
| 2 | 555.31 | humidity | 60 | 1440 | > th | dose dependent | rect. | 11 | 2 |
| 8 | 567.75 | humidity | 90 | 720 | > th | dose independent | rect. | 6 | 18 |
| 9 | 568.22 | humidity | 60 | 1440 | > th | dose dependent | rect. | 7 | 9 |
| 10 | 568.37 | humidity | 70 | 1440 | > th | dose dependent | rect. | 8 | 6 |
| 11 | 568.48 | humidity | 60 | 1440 | > th | dose dependent | sin | 1 | NA |
| 75 | 575.32 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 2 |
| 161 | 581.18 | humidity | 90 | 1440 | < th | dose dependent | rect. | 10 | 4 |
| 176 | 582.23 | radiation | 10 | 1440 | > th | dose independent | rect. | 9 | 22 |
| 209 | 583.77 | radiation | 10 | 1440 | < th | dose dependent | sin | 20 | NA |
| 236 | 585.57 | humidity | 90 | 1440 | < th | dose dependent | rect. | 7 | 9 |
| 238 | 585.68 | radiation | 10 | 1440 | > th | dose independent | rect. | 9 | 9 |
| 253 | 585.72 | radiation | 10 | 1440 | < th | dose dependent | rect. | 15 | 2 |
| 277 | 586.88 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 21 |
| 294 | 587.67 | humidity | 90 | 1440 | < th | dose dependent | sin | 1 | NA |
| 297 | 587.76 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 11 |
| 299 | 587.86 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 18 |
| 302 | 587.93 | radiation | 10 | 1440 | < th | dose dependent | sin | 15 | NA |
| 305 | 587.97 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 13 |
| 306 | 587.97 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 16 |
| 326 | 588.57 | humidity | 90 | 720 | > th | dose dependent | sin | 21 | NA |
| 329 | 588.70 | radiation | 10 | 1440 | < th | dose dependent | rect. | 13 | 18 |
| 460 | 592.74 | humidity | 80 | 1440 | > th | dose independent | rect. | 9 | 5 |
| 506 | 594.27 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 8 |
| 515 | 594.46 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 16 |
| 519 | 594.49 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 14 |
| 520 | 594.50 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 11 |
| 521 | 594.51 | humidity | 80 | 1440 | < th | dose independent | rect. | 9 | 5 |
| 535 | 594.72 | radiation | 10 | 1440 | < th | dose dependent | rect. | 14 | 6 |
| 538 | 594.85 | humidity | 80 | 1440 | < th | dose independent | rect. | 9 | 10 |
| 543 | 594.97 | radiation | 10 | 1440 | < th | dose dependent | rect. | 14 | 13 |
| 548 | 595.07 | radiation | 10 | 1440 | < th | dose dependent | rect. | 14 | 8 |
| 549 | 595.10 | radiation | 10 | 1440 | < th | dose dependent | rect. | 14 | 11 |
| 574 | 595.57 | radiation | 10 | 1440 | > th | dose independent | sin | 20 | NA |
| 581 | 595.78 | humidity | 80 | 1440 | > th | dose independent | rect. | 8 | 11 |
| 696 | 597.91 | radiation | 10 | 1440 | > th | dose independent | rect. | 10 | 2 |
| 708 | 598.08 | humidity | 90 | 720 | < th | dose independent | rect. | 6 | 17 |
| 751 | 598.84 | humidity | 50 | 1440 | > th | dose dependent | rect. | 18 | 23 |
| 799 | 599.83 | humidity | 50 | 1440 | > th | dose dependent | no | NA | NA |
| 862 | 601.58 | humidity | 80 | 1440 | > th | dose independent | sin | 1 | NA |
| 879 | 601.95 | humidity | 70 | 1440 | > th | dose independent | sin | 20 | NA |
| 898 | 602.46 | humidity | 50 | 1440 | > th | dose dependent | rect. | 15 | 23 |
| 910 | 602.97 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 23 |
| 911 | 603.02 | radiation | 1 | 1440 | > th | dose independent | rect. | 18 | 23 |
| 912 | 603.07 | humidity | 70 | 1440 | < th | dose independent | rect. | 11 | 8 |
| 937 | 603.42 | humidity | 90 | 1440 | < th | dose dependent | rect. | 8 | 16 |
| 974 | 604.22 | humidity | 80 | 1440 | < th | dose independent | sin | 1 | NA |