Os06g0274100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Hypothetical protein.
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Os06g0274100 |
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 = radiation,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48.58 | 0.327 | 9.94 | -0.179 | 0.993 | 0.426 | 0.1 | -0.572 | 0.426 | 18 | 19.58 | 1274 | -- | -- |
| 49.34 | 0.327 | 9.94 | -0.197 | 0.997 | 0.418 | 0.128 | -- | 0.429 | 18 | 19.57 | 1270 | -- | -- |
| 48.59 | 0.325 | 9.94 | -0.181 | 0.994 | 0.426 | -- | -0.58 | 0.426 | 18 | 19.51 | 1268 | -- | -- |
| 49.36 | 0.327 | 9.94 | -0.218 | 0.988 | 0.407 | -- | -- | 0.42 | 18 | 19.58 | 1271 | -- | -- |
| 98.05 | 0.461 | 9.92 | -0.188 | -- | 0.458 | -- | -0.441 | 0.444 | -- | 19.5 | 1367 | -- | -- |
| 54.95 | 0.348 | 9.96 | -0.263 | 0.976 | -- | 0.0665 | -- | 0.321 | 17.6 | -- | -- | -- | -- |
| 54.96 | 0.347 | 9.96 | -0.263 | 0.976 | -- | -- | -- | 0.321 | 17.6 | -- | -- | -- | -- |
| 98.42 | 0.462 | 9.92 | -0.259 | -- | 0.465 | -- | -- | 0.434 | -- | 19.5 | 1371 | -- | -- |
| 50.7 | 0.332 | 9.94 | -- | 0.989 | 0.413 | -- | -- | 0.419 | 18 | 19.5 | 1268 | -- | -- |
| 104.44 | 0.478 | 9.94 | -0.295 | -- | -- | -- | -- | 0.298 | -- | -- | -- | -- | -- |
| 56.79 | 0.353 | 9.95 | -- | 0.98 | -- | -- | -- | 0.351 | 17.6 | -- | -- | -- | -- |
| 99.89 | 0.465 | 9.92 | -- | -- | 0.422 | -- | -- | 0.418 | -- | 19.5 | 1371 | -- | -- |
| 106.73 | 0.482 | 9.94 | -- | -- | -- | -- | -- | 0.331 | -- | -- | -- | -- | -- |
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 | 46.69 | wind | 7.0 | 14400 | < th | dose dependent | rect. | 14 | 1 |
| 3 | 46.91 | wind | 5.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 5 | 47.05 | wind | 1.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 6 | 47.11 | wind | 5.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 8 | 47.36 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 4 | 2 |
| 11 | 47.42 | wind | 9.0 | 43200 | < th | dose dependent | rect. | 1 | 5 |
| 12 | 47.43 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 1 | 5 |
| 15 | 47.45 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 4 | 2 |
| 16 | 47.46 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 16 | 1 |
| 19 | 47.49 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 11 | 2 |
| 21 | 47.51 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 16 | 1 |
| 29 | 47.59 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 2 |
| 30 | 47.60 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
| 47 | 47.69 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 2 |
| 57 | 47.78 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 1 | 8 |
| 65 | 47.82 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 16 | 16 |
| 66 | 47.83 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 67 | 47.83 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 3 | 6 |
| 74 | 47.86 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 9 | 8 |
| 75 | 47.87 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 7 | 2 |
| 78 | 47.88 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 79 | 47.88 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 7 | 3 |
| 80 | 47.88 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 7 | 3 |
| 84 | 47.89 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 5 |
| 87 | 47.89 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 5 |
| 110 | 47.96 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 9 | 5 |
| 116 | 47.96 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 5 |
| 118 | 47.97 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 7 | 3 |
| 119 | 47.97 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 7 | 3 |
| 122 | 47.98 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 5 |
| 145 | 48.03 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 153 | 48.05 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
| 156 | 48.06 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
| 158 | 48.06 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 11 |
| 165 | 48.06 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 11 |
| 168 | 48.07 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 9 | 2 |
| 171 | 48.08 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 9 | 1 |
| 174 | 48.08 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 9 |
| 175 | 48.08 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 9 | 1 |
| 181 | 48.08 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 9 |
| 184 | 48.09 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 10 | 4 |
| 188 | 48.09 | radiation | 20.0 | 4320 | > th | dose dependent | rect. | 6 | 2 |
| 206 | 48.10 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
| 208 | 48.10 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 11 |
| 221 | 48.11 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 9 |
| 236 | 48.13 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 9 | 1 |
| 241 | 48.13 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 9 | 1 |
| 267 | 48.15 | wind | 5.0 | 43200 | < th | dose independent | rect. | 3 | 7 |
| 288 | 48.17 | wind | 5.0 | 43200 | > th | dose independent | rect. | 3 | 7 |
| 339 | 48.21 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
| 347 | 48.21 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 374 | 48.23 | atmosphere | 1010.0 | 30 | < th | dose independent | rect. | 8 | 7 |
| 392 | 48.25 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 19 | 1 |
| 406 | 48.26 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 407 | 48.26 | wind | 5.0 | 43200 | > th | dose independent | rect. | 7 | 2 |
| 413 | 48.26 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 1 |
| 418 | 48.27 | wind | 5.0 | 43200 | < th | dose independent | rect. | 7 | 2 |
| 593 | 48.37 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 6 | 10 |
| 603 | 48.38 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 13 | 1 |
| 619 | 48.39 | wind | 1.0 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 724 | 48.43 | wind | 7.0 | 90 | < th | dose independent | rect. | 8 | 7 |
| 744 | 48.44 | temperature | 20.0 | 270 | > th | dose independent | rect. | 21 | 14 |
| 763 | 48.44 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 21 | 14 |
| 764 | 48.45 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 842 | 48.48 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |
| 865 | 48.49 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 877 | 48.49 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 16 | 1 |
| 878 | 48.49 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 914 | 48.50 | temperature | 10.0 | 14400 | > th | dose dependent | sin | 0 | NA |
| 918 | 48.50 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 10 | 2 |