Os02g0809700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os02g0809700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Hypothetical 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 91.01 | 0.448 | 2.96 | -0.0172 | 0.29 | -0.0309 | -0.73 | 1.82 | 0.18 | 6.5 | 1.8 | 33 | -- | -- |
| 93.02 | 0.449 | 2.98 | -0.0899 | 0.264 | 0.211 | -0.603 | -- | 0.17 | 6.82 | 1.304 | 39 | -- | -- |
| 92.07 | 0.447 | 2.95 | -0.0331 | 0.292 | 0.0154 | -- | 1.63 | 0.193 | 7.27 | 1.767 | 32 | -- | -- |
| 93.33 | 0.45 | 2.98 | -0.115 | 0.263 | 0.241 | -- | -- | 0.161 | 7.36 | 1.2 | 95 | -- | -- |
| 95.85 | 0.456 | 2.97 | -0.0746 | -- | 0.192 | -- | 1.27 | 0.19 | -- | 1.892 | 34 | -- | -- |
| 93.52 | 0.453 | 2.98 | -0.0689 | 0.3 | -- | -0.543 | -- | 0.161 | 6.78 | -- | -- | -- | -- |
| 94.23 | 0.455 | 2.98 | -0.0772 | 0.298 | -- | -- | -- | 0.163 | 7.08 | -- | -- | -- | -- |
| 95.95 | 0.456 | 2.98 | -0.148 | -- | 0.349 | -- | -- | 0.192 | -- | 1.958 | 103 | -- | -- |
| 93.61 | 0.451 | 2.97 | -- | 0.252 | 0.238 | -- | -- | 0.192 | 7.56 | 1.2 | 95 | -- | -- |
| 98.92 | 0.465 | 2.99 | -0.0714 | -- | -- | -- | -- | 0.168 | -- | -- | -- | -- | -- |
| 94.39 | 0.454 | 2.98 | -- | 0.297 | -- | -- | -- | 0.171 | 7.1 | -- | -- | -- | -- |
| 96.49 | 0.458 | 2.98 | -- | -- | 0.329 | -- | -- | 0.207 | -- | 1.818 | 103 | -- | -- |
| 99.05 | 0.465 | 2.98 | -- | -- | -- | -- | -- | 0.176 | -- | -- | -- | -- | -- |
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 | 85.00 | radiation | 10 | 90 | > th | dose dependent | rect. | 6 | 1 |
| 15 | 85.19 | humidity | 90 | 10 | < th | dose dependent | rect. | 1 | 7 |
| 63 | 86.47 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 7 | 1 |
| 66 | 86.61 | humidity | 70 | 90 | < th | dose independent | rect. | 19 | 12 |
| 82 | 86.66 | humidity | 70 | 90 | < th | dose dependent | rect. | 19 | 12 |
| 99 | 86.69 | humidity | 80 | 30 | < th | dose dependent | rect. | 21 | 12 |
| 106 | 86.76 | wind | 7 | 90 | > th | dose independent | rect. | 1 | 8 |
| 125 | 86.80 | humidity | 90 | 90 | < th | dose dependent | rect. | 5 | 3 |
| 128 | 86.81 | wind | 7 | 90 | > th | dose independent | rect. | 3 | 6 |
| 146 | 86.83 | humidity | 90 | 90 | < th | dose dependent | rect. | 7 | 1 |
| 150 | 86.87 | wind | 7 | 90 | > th | dose dependent | rect. | 1 | 8 |
| 151 | 86.88 | humidity | 80 | 90 | < th | dose independent | rect. | 5 | 2 |
| 174 | 86.91 | humidity | 80 | 90 | < th | dose independent | rect. | 24 | 7 |
| 239 | 87.00 | radiation | 30 | 90 | > th | dose independent | rect. | 7 | 1 |
| 259 | 87.00 | humidity | 70 | 10 | < th | dose dependent | rect. | 17 | 16 |
| 359 | 87.05 | humidity | 70 | 10 | < th | dose independent | rect. | 7 | 1 |
| 520 | 87.06 | wind | 7 | 90 | > th | dose independent | rect. | 7 | 2 |
| 603 | 87.10 | wind | 7 | 90 | > th | dose dependent | rect. | 7 | 2 |
| 623 | 87.11 | temperature | 25 | 90 | < th | dose independent | rect. | 4 | 4 |
| 645 | 87.12 | humidity | 80 | 720 | < th | dose dependent | rect. | 20 | 11 |
| 715 | 87.27 | radiation | 1 | 270 | > th | dose independent | rect. | 4 | 1 |
| 787 | 87.48 | temperature | 20 | 270 | < th | dose independent | rect. | 4 | 1 |
| 851 | 87.62 | humidity | 80 | 720 | < th | dose dependent | rect. | 19 | 13 |
| 945 | 87.79 | temperature | 25 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 950 | 87.83 | humidity | 90 | 10 | < th | dose independent | rect. | 1 | 8 |
| 951 | 87.83 | humidity | 80 | 720 | < th | dose dependent | rect. | 20 | 1 |