Os11g0131900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Arabinoxylan arabinofuranohydrolase isoenzyme AXAH-II.
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Os11g0131900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Arabinoxylan arabinofuranohydrolase isoenzyme AXAH-II.
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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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 71.67 | 0.398 | 10.4 | -0.699 | 1.53 | -0.407 | 1.39 | 1.09 | 0.207 | 21.7 | 24.91 | 145 | -- | -- |
| 76.02 | 0.406 | 10.4 | -0.973 | 1.49 | -0.364 | 1.37 | -- | 0.122 | 21.7 | 25.1 | 142 | -- | -- |
| 78.49 | 0.413 | 10.4 | -0.782 | 1.55 | -0.434 | -- | 0.973 | 0.198 | 21.6 | 25.02 | 155 | -- | -- |
| 81.31 | 0.42 | 10.4 | -1.05 | 1.53 | -0.417 | -- | -- | 0.112 | 21.5 | 25.2 | 103 | -- | -- |
| 205.86 | 0.668 | 10.3 | -0.864 | -- | -0.542 | -- | 0.51 | 0.231 | -- | 24.6 | 11 | -- | -- |
| 83.18 | 0.428 | 10.5 | -1.13 | 1.53 | -- | 1.25 | -- | -0.0883 | 22.3 | -- | -- | -- | -- |
| 89.5 | 0.443 | 10.5 | -1.18 | 1.53 | -- | -- | -- | -0.0915 | 22.3 | -- | -- | -- | -- |
| 205.38 | 0.667 | 10.4 | -1.02 | -- | -0.525 | -- | -- | 0.0551 | -- | 26.47 | 14 | -- | -- |
| 110.28 | 0.489 | 10.4 | -- | 1.51 | -0.516 | -- | -- | 0.25 | 21.3 | 25.3 | 105 | -- | -- |
| 231.64 | 0.711 | 10.4 | -1.15 | -- | -- | -- | -- | -0.0873 | -- | -- | -- | -- | -- |
| 126.06 | 0.525 | 10.4 | -- | 1.52 | -- | -- | -- | 0.0397 | 22.2 | -- | -- | -- | -- |
| 230.17 | 0.707 | 10.3 | -- | -- | -0.761 | -- | -- | 0.307 | -- | 23.12 | 32 | -- | -- |
| 266.79 | 0.762 | 10.4 | -- | -- | -- | -- | -- | 0.0408 | -- | -- | -- | -- | -- |
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 | 66.52 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 5 |
| 2 | 66.52 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 8 |
| 3 | 66.68 | wind | 1.0 | 43200 | > th | dose independent | rect. | 19 | 9 |
| 4 | 66.71 | wind | 1.0 | 43200 | > th | dose independent | rect. | 17 | 11 |
| 5 | 66.78 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 16 | 12 |
| 8 | 67.03 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 16 | 15 |
| 9 | 67.04 | temperature | 25.0 | 90 | > th | dose independent | rect. | 20 | 16 |
| 10 | 67.05 | wind | 1.0 | 43200 | < th | dose dependent | sin | 15 | NA |
| 14 | 67.18 | wind | 1.0 | 43200 | < th | dose independent | rect. | 17 | 11 |
| 18 | 67.52 | wind | 1.0 | 43200 | < th | dose independent | rect. | 20 | 6 |
| 33 | 67.85 | temperature | 25.0 | 270 | > th | dose independent | rect. | 18 | 18 |
| 38 | 67.93 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 20 | 16 |
| 41 | 67.97 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 1 |
| 54 | 68.19 | temperature | 20.0 | 30 | > th | dose dependent | rect. | 22 | 14 |
| 56 | 68.22 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 5 |
| 68 | 68.33 | humidity | 50.0 | 43200 | > th | dose independent | rect. | 16 | 19 |
| 69 | 68.33 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 1 | 6 |
| 74 | 68.38 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 3 |
| 75 | 68.40 | wind | 1.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
| 87 | 68.52 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 20 | 13 |
| 88 | 68.54 | wind | 1.0 | 43200 | < th | dose independent | rect. | 21 | 2 |
| 90 | 68.55 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 1 | 6 |
| 92 | 68.57 | radiation | 10.0 | 43200 | < th | dose dependent | sin | 9 | NA |
| 96 | 68.59 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 18 | 15 |
| 98 | 68.60 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 23 | 10 |
| 103 | 68.61 | radiation | 10.0 | 43200 | < th | dose dependent | rect. | 4 | 5 |
| 132 | 68.72 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 18 |
| 133 | 68.73 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 1 | 6 |
| 134 | 68.73 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 1 | 6 |
| 139 | 68.78 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 23 | 13 |
| 148 | 68.79 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 4 | 8 |
| 153 | 68.79 | humidity | 50.0 | 43200 | < th | dose independent | rect. | 16 | 20 |
| 169 | 68.82 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
| 210 | 68.90 | radiation | 10.0 | 43200 | < th | dose independent | sin | 7 | NA |
| 259 | 68.99 | humidity | 60.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
| 308 | 69.06 | radiation | 10.0 | 43200 | < th | dose independent | no | NA | NA |
| 311 | 69.06 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 4 | 15 |
| 364 | 69.06 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 17 | 15 |
| 366 | 69.07 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 8 | 23 |
| 459 | 69.13 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 23 | 9 |
| 504 | 69.15 | wind | 1.0 | 43200 | > th | dose independent | rect. | 20 | 2 |
| 528 | 69.16 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
| 532 | 69.16 | humidity | 70.0 | 10 | > th | dose dependent | sin | 1 | NA |
| 558 | 69.19 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 589 | 69.20 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 4 |
| 611 | 69.21 | radiation | 1.0 | 43200 | > th | dose dependent | sin | 11 | NA |
| 661 | 69.26 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 12 | 21 |
| 690 | 69.27 | radiation | 1.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
| 756 | 69.32 | radiation | 30.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
| 779 | 69.34 | radiation | 20.0 | 43200 | < th | dose independent | rect. | 21 | 9 |
| 802 | 69.37 | radiation | 30.0 | 43200 | > th | dose dependent | sin | 12 | NA |
| 806 | 69.37 | radiation | 30.0 | 43200 | > th | dose dependent | rect. | 14 | 20 |
| 808 | 69.38 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 10 | 3 |
| 829 | 69.39 | radiation | 10.0 | 43200 | < th | dose independent | rect. | 18 | 3 |
| 835 | 69.40 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 859 | 69.42 | humidity | 50.0 | 43200 | > th | dose independent | sin | 11 | NA |
| 860 | 69.42 | radiation | 40.0 | 43200 | < th | dose independent | sin | 14 | NA |
| 876 | 69.43 | radiation | 30.0 | 43200 | > th | dose dependent | rect. | 12 | 21 |
| 913 | 69.46 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 12 | 5 |
| 950 | 69.48 | radiation | 40.0 | 43200 | < th | dose independent | rect. | 8 | 1 |