Os01g0593700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Sulphate anion transporter family protein.
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Os01g0593700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Sulphate anion transporter 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 = precipitation,
response mode = > th, dose dependency = dose dependent, type of G = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221.01 | 0.698 | 7.36 | -10.8 | 0.0987 | 176 | -0.998 | -424 | 0.00103 | 5.95 | 0.09824 | 1433 | 22 | 0.984 |
| 66051.41 | 12 | 3.87 | -9.84 | 1.46 | 172 | 2.53 | -- | -1.22 | 3.92 | 0.4886 | 2556 | 15.3 | 0.0667 |
| 222.82 | 0.695 | 7.28 | -10.7 | 0.135 | 176 | -- | -424 | 0.0112 | 3.78 | 0.1319 | 1424 | 22 | 0.951 |
| 17743.74 | 6.2 | 1.79 | 5.72 | 0.547 | 129 | -- | -- | 3.59 | 4.27 | 1.992 | 50 | 19.4 | 23.9 |
| 223.44 | 0.696 | 7.23 | -10.5 | -- | 174 | -- | -420 | 0.00723 | -- | 0.1316 | 1424 | 22 | 0.991 |
| 257.78 | 0.753 | 2.89 | 0.353 | 0.0594 | -- | -1.08 | -- | -0.0182 | 6.78 | -- | -- | -- | -- |
| 259.9 | 0.755 | 2.89 | 0.33 | 0.132 | -- | -- | -- | -0.0175 | 2.61 | -- | -- | -- | -- |
| 258.66 | 0.749 | 2.89 | 0.318 | -- | 1.07 | -- | -- | -0.00979 | -- | 2.035 | 59 | 1.41 | 24 |
| 260.8 | 0.752 | 2.9 | -- | 0.15 | 1.06 | -- | -- | -0.0486 | 3.08 | 0.6523 | 71 | 19.8 | 24 |
| 260.92 | 0.755 | 2.89 | 0.336 | -- | -- | -- | -- | -0.0142 | -- | -- | -- | -- | -- |
| 262.77 | 0.758 | 2.9 | -- | 0.139 | -- | -- | -- | -0.0543 | 2.64 | -- | -- | -- | -- |
| 259.98 | 0.751 | 2.85 | -- | -- | 1.83 | -- | -- | 0.00868 | -- | 1.5 | 59 | 23.4 | 24 |
| 263.9 | 0.758 | 2.9 | -- | -- | -- | -- | -- | -0.0515 | -- | -- | -- | -- | -- |
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 | 221.87 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 22 | 1 |
| 2 | 221.87 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 22 | 1 |
| 15 | 233.65 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 21 | 2 |
| 16 | 233.65 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 21 | 2 |
| 39 | 234.50 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 20 | 7 |
| 40 | 234.50 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 20 | 7 |
| 45 | 234.56 | wind | 5.0 | 30 | > th | dose independent | rect. | 24 | 6 |
| 49 | 234.59 | wind | 5.0 | 30 | > th | dose dependent | rect. | 24 | 6 |
| 75 | 234.73 | wind | 5.0 | 10 | > th | dose independent | rect. | 24 | 2 |
| 79 | 234.73 | wind | 5.0 | 10 | > th | dose dependent | rect. | 24 | 2 |
| 83 | 234.74 | wind | 7.0 | 1440 | > th | dose dependent | rect. | 21 | 1 |
| 112 | 235.30 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 18 | 6 |
| 113 | 235.30 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 18 | 6 |
| 114 | 235.36 | wind | 5.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 121 | 235.47 | wind | 5.0 | 1440 | < th | dose independent | rect. | 23 | 1 |
| 126 | 235.58 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 18 | 6 |
| 144 | 235.92 | wind | 5.0 | 270 | > th | dose independent | rect. | 23 | 1 |
| 147 | 236.19 | wind | 5.0 | 1440 | > th | dose dependent | rect. | 23 | 1 |
| 149 | 236.22 | wind | 5.0 | 270 | > th | dose dependent | rect. | 23 | 1 |
| 157 | 236.56 | wind | 7.0 | 1440 | > th | dose independent | rect. | 21 | 1 |
| 170 | 236.81 | wind | 7.0 | 1440 | > th | dose dependent | rect. | 21 | 12 |
| 173 | 236.90 | wind | 5.0 | 10 | > th | dose dependent | rect. | 22 | 8 |
| 191 | 237.13 | wind | 7.0 | 1440 | > th | dose dependent | rect. | 21 | 5 |
| 218 | 237.82 | wind | 5.0 | 1440 | < th | dose independent | rect. | 20 | 6 |
| 223 | 238.02 | wind | 5.0 | 1440 | > th | dose independent | rect. | 20 | 6 |
| 245 | 238.30 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 20 | 6 |
| 259 | 238.73 | wind | 7.0 | 1440 | < th | dose independent | rect. | 21 | 1 |
| 262 | 238.87 | wind | 5.0 | 10 | > th | dose independent | rect. | 22 | 8 |
| 264 | 238.88 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 1 | 1 |
| 268 | 238.90 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 1 | 1 |
| 341 | 239.38 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 1 | 1 |
| 349 | 239.43 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 24 | 4 |
| 361 | 239.49 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 21 | 8 |
| 376 | 239.54 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 21 | 7 |
| 441 | 239.72 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 3 | 1 |
| 461 | 239.77 | atmosphere | 1015.0 | 4320 | > th | dose independent | sin | 11 | NA |
| 487 | 239.81 | atmosphere | 1015.0 | 4320 | < th | dose independent | sin | 11 | NA |
| 497 | 239.82 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 3 | 1 |
| 733 | 240.29 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 21 | 1 |
| 734 | 240.29 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 21 | 1 |
| 813 | 240.40 | atmosphere | 1015.0 | 4320 | > th | dose dependent | sin | 12 | NA |
| 999 | 240.64 | atmosphere | 1015.0 | 4320 | > th | dose independent | no | NA | NA |