Os06g0132100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lung seven transmembrane receptor family protein.
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Os06g0132100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lung seven transmembrane receptor 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18.58 | 0.203 | 12.7 | 0.555 | 0.342 | 0.402 | 0.272 | 0.0616 | 0.437 | 21 | 90.12 | 380 | -- | -- |
| 18.55 | 0.201 | 12.7 | 0.559 | 0.341 | 0.41 | 0.282 | -- | 0.438 | 21.2 | 90.9 | 389 | -- | -- |
| 18.79 | 0.202 | 12.7 | 0.563 | 0.344 | 0.421 | -- | -0.0128 | 0.437 | 20.8 | 90.61 | 378 | -- | -- |
| 18.79 | 0.202 | 12.7 | 0.554 | 0.336 | 0.414 | -- | -- | 0.437 | 21 | 90.8 | 378 | -- | -- |
| 22.56 | 0.221 | 12.7 | 0.555 | -- | 0.224 | -- | 0.0906 | 0.42 | -- | 86 | 4 | -- | -- |
| 21.03 | 0.215 | 12.7 | 0.601 | 0.252 | -- | 0.246 | -- | 0.376 | 22.8 | -- | -- | -- | -- |
| 21.28 | 0.216 | 12.7 | 0.591 | 0.251 | -- | -- | -- | 0.376 | 22.7 | -- | -- | -- | -- |
| 22.57 | 0.221 | 12.7 | 0.56 | -- | 0.228 | -- | -- | 0.422 | -- | 86 | 5 | -- | -- |
| 26.75 | 0.241 | 12.7 | -- | 0.357 | 0.473 | -- | -- | 0.42 | 20.6 | 89.57 | 376 | -- | -- |
| 25.16 | 0.234 | 12.7 | 0.596 | -- | -- | -- | -- | 0.377 | -- | -- | -- | -- | -- |
| 30.49 | 0.258 | 12.7 | -- | 0.255 | -- | -- | -- | 0.31 | 22.8 | -- | -- | -- | -- |
| 30.74 | 0.259 | 12.7 | -- | -- | 0.276 | -- | -- | 0.369 | -- | 86.39 | 1594 | -- | -- |
| 34.53 | 0.274 | 12.7 | -- | -- | -- | -- | -- | 0.311 | -- | -- | -- | -- | -- |
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 | 18.67 | humidity | 90.0 | 30 | < th | dose independent | rect. | 24 | 14 |
| 2 | 18.67 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 3 | 23 |
| 3 | 18.69 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 21 | 22 |
| 4 | 18.69 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 23 | 22 |
| 7 | 18.70 | humidity | 90.0 | 270 | < th | dose independent | rect. | 23 | 12 |
| 14 | 18.71 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 21 | 13 |
| 37 | 18.72 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 17 | 21 |
| 40 | 18.73 | humidity | 90.0 | 270 | > th | dose dependent | sin | 6 | NA |
| 41 | 18.73 | humidity | 90.0 | 270 | > th | dose dependent | no | NA | NA |
| 56 | 18.73 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 13 | 21 |
| 93 | 18.75 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 1 | 23 |
| 95 | 18.76 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
| 100 | 18.77 | humidity | 90.0 | 270 | > th | dose independent | sin | 5 | NA |
| 101 | 18.77 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
| 122 | 18.82 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 7 | 23 |
| 139 | 18.86 | humidity | 90.0 | 270 | < th | dose independent | sin | 5 | NA |
| 148 | 18.89 | wind | 7.0 | 4320 | > th | dose independent | rect. | 18 | 10 |
| 151 | 18.90 | humidity | 90.0 | 30 | > th | dose independent | sin | 4 | NA |
| 153 | 18.90 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 12 |
| 159 | 18.91 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 15 |
| 161 | 18.92 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 20 | 2 |
| 197 | 18.96 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 10 |
| 198 | 18.96 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 11 |
| 200 | 18.96 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 13 |
| 214 | 18.97 | wind | 5.0 | 4320 | > th | dose independent | rect. | 21 | 1 |
| 237 | 18.98 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 20 | 2 |
| 258 | 18.99 | humidity | 90.0 | 30 | > th | dose dependent | sin | 1 | NA |
| 288 | 19.01 | humidity | 90.0 | 270 | > th | dose independent | rect. | 1 | 16 |
| 359 | 19.05 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 17 | 11 |
| 367 | 19.06 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 5 |
| 368 | 19.06 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 8 |
| 384 | 19.07 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 19 | 5 |
| 392 | 19.07 | wind | 7.0 | 4320 | > th | dose independent | rect. | 17 | 16 |
| 397 | 19.07 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 20 | 2 |
| 425 | 19.09 | humidity | 90.0 | 10 | < th | dose independent | sin | 3 | NA |
| 446 | 19.10 | wind | 5.0 | 4320 | < th | dose independent | rect. | 21 | 1 |
| 449 | 19.10 | humidity | 90.0 | 10 | > th | dose independent | rect. | 5 | 5 |
| 470 | 19.11 | wind | 7.0 | 4320 | > th | dose independent | sin | 12 | NA |
| 473 | 19.11 | temperature | 25.0 | 1440 | > th | dose independent | rect. | 19 | 5 |
| 474 | 19.11 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 8 |
| 481 | 19.11 | wind | 7.0 | 4320 | > th | dose dependent | sin | 12 | NA |
| 506 | 19.12 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 5 |
| 527 | 19.13 | wind | 7.0 | 4320 | < th | dose independent | sin | 12 | NA |
| 535 | 19.13 | wind | 7.0 | 4320 | < th | dose independent | rect. | 17 | 16 |
| 539 | 19.13 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 3 | 7 |
| 544 | 19.13 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 3 | 16 |
| 598 | 19.15 | wind | 7.0 | 4320 | > th | dose independent | rect. | 20 | 8 |
| 599 | 19.15 | wind | 7.0 | 4320 | < th | dose independent | rect. | 20 | 8 |
| 604 | 19.15 | wind | 9.0 | 4320 | < th | dose independent | rect. | 15 | 19 |
| 612 | 19.15 | wind | 9.0 | 4320 | > th | dose dependent | rect. | 18 | 3 |
| 707 | 19.19 | wind | 9.0 | 4320 | < th | dose independent | rect. | 15 | 16 |
| 713 | 19.19 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 20 | 8 |
| 723 | 19.20 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 13 | 2 |
| 726 | 19.20 | temperature | 20.0 | 270 | > th | dose independent | rect. | 12 | 18 |
| 727 | 19.20 | humidity | 80.0 | 90 | < th | dose independent | rect. | 20 | 18 |
| 763 | 19.21 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 6 |
| 796 | 19.22 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 5 | 13 |
| 822 | 19.23 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 5 | 11 |
| 866 | 19.24 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 5 | 9 |
| 887 | 19.25 | temperature | 20.0 | 270 | > th | dose independent | rect. | 14 | 16 |
| 902 | 19.25 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 5 | 7 |
| 937 | 19.26 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 5 | 5 |
| 958 | 19.27 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 14 | 1 |