Os11g0160000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Protein of unknown function DUF241, plant family protein.
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Os11g0160000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Protein of unknown function DUF241, plant 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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 403.91 | 0.944 | 3.76 | -0.0397 | 0.0876 | 4.34 | 0.539 | 6.41 | -0.251 | 16.9 | 19.54 | 395 | -- | -- |
| 411 | 0.944 | 3.7 | 0.0116 | 0.00932 | 1.57 | 0.53 | -- | -0.217 | 13.6 | 20.12 | 483 | -- | -- |
| 404.09 | 0.936 | 3.77 | -0.0103 | 0.0955 | 4.85 | -- | 7.37 | -0.256 | 18.7 | 19.37 | 380 | -- | -- |
| 411.96 | 0.945 | 3.7 | 0.0325 | 0.0691 | 1.63 | -- | -- | -0.222 | 18.4 | 20.1 | 532 | -- | -- |
| 404.51 | 0.937 | 3.77 | 0.00284 | -- | 5.17 | -- | 8.01 | -0.254 | -- | 19.3 | 376 | -- | -- |
| 428.39 | 0.97 | 3.73 | -0.308 | 0.044 | -- | 0.638 | -- | -0.36 | 13.7 | -- | -- | -- | -- |
| 430 | 0.971 | 3.73 | -0.287 | 0.0442 | -- | -- | -- | -0.357 | 13.8 | -- | -- | -- | -- |
| 412.22 | 0.946 | 3.7 | 0.0282 | -- | 1.62 | -- | -- | -0.23 | -- | 20.06 | 534 | -- | -- |
| 411.96 | 0.945 | 3.7 | -- | 0.0666 | 1.62 | -- | -- | -0.223 | 18.9 | 20.08 | 533 | -- | -- |
| 430.12 | 0.969 | 3.73 | -0.289 | -- | -- | -- | -- | -0.358 | -- | -- | -- | -- | -- |
| 432.17 | 0.972 | 3.72 | -- | 0.0495 | -- | -- | -- | -0.325 | 13.9 | -- | -- | -- | -- |
| 412.23 | 0.946 | 3.7 | -- | -- | 1.6 | -- | -- | -0.234 | -- | 20.06 | 533 | -- | -- |
| 432.32 | 0.971 | 3.72 | -- | -- | -- | -- | -- | -0.326 | -- | -- | -- | -- | -- |
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 | 401.82 | wind | 7.0 | 90 | > th | dose independent | rect. | 1 | 8 |
| 2 | 401.89 | wind | 7.0 | 90 | > th | dose dependent | rect. | 1 | 8 |
| 3 | 401.92 | wind | 7.0 | 90 | > th | dose independent | rect. | 8 | 1 |
| 4 | 401.92 | wind | 7.0 | 90 | > th | dose dependent | rect. | 8 | 1 |
| 23 | 406.24 | wind | 1.0 | 30 | < th | dose independent | rect. | 4 | 1 |
| 24 | 406.26 | wind | 1.0 | 30 | < th | dose dependent | rect. | 4 | 1 |
| 30 | 406.89 | precipitation | 0.1 | 10 | > th | dose independent | rect. | 3 | 1 |
| 34 | 406.89 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 1 | 1 |
| 35 | 406.89 | precipitation | 0.1 | 10 | > th | dose dependent | rect. | 3 | 1 |
| 39 | 407.21 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 14 |
| 40 | 407.67 | wind | 5.0 | 90 | > th | dose dependent | rect. | 19 | 15 |
| 41 | 407.70 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 17 | 1 |
| 48 | 408.23 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 17 | 1 |
| 50 | 408.44 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 17 | 1 |
| 51 | 408.44 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 17 | 1 |
| 54 | 408.69 | wind | 7.0 | 90 | > th | dose independent | rect. | 19 | 15 |
| 56 | 408.73 | humidity | 90.0 | 720 | < th | dose independent | rect. | 2 | 12 |
| 58 | 408.85 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 20 | 16 |
| 65 | 409.04 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 23 | 14 |
| 74 | 409.11 | humidity | 90.0 | 30 | < th | dose independent | rect. | 5 | 1 |
| 85 | 409.22 | humidity | 90.0 | 90 | > th | dose independent | rect. | 2 | 13 |
| 97 | 409.32 | temperature | 20.0 | 720 | < th | dose dependent | sin | 8 | NA |
| 111 | 409.40 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 23 | 20 |
| 121 | 409.45 | temperature | 20.0 | 270 | < th | dose dependent | sin | 5 | NA |
| 125 | 409.49 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 6 | 8 |
| 156 | 409.70 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 21 | 9 |
| 170 | 409.80 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 2 | 12 |
| 172 | 409.80 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 4 | 19 |
| 179 | 409.85 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 20 | 4 |
| 185 | 409.88 | humidity | 90.0 | 90 | > th | dose independent | rect. | 2 | 10 |
| 196 | 409.94 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 4 | 8 |
| 209 | 409.99 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 23 | 17 |
| 211 | 410.00 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 17 | 1 |
| 245 | 410.20 | humidity | 90.0 | 90 | < th | dose independent | sin | 2 | NA |
| 256 | 410.23 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 4 | 17 |
| 268 | 410.29 | wind | 3.0 | 270 | > th | dose independent | rect. | 3 | 3 |
| 276 | 410.31 | humidity | 90.0 | 90 | < th | dose independent | rect. | 2 | 18 |
| 286 | 410.34 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 7 | 23 |
| 294 | 410.39 | humidity | 90.0 | 720 | > th | dose independent | rect. | 2 | 12 |
| 296 | 410.39 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 20 | 17 |
| 329 | 410.49 | humidity | 90.0 | 720 | > th | dose independent | rect. | 6 | 8 |
| 333 | 410.51 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 3 | 1 |
| 369 | 410.63 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 1 | 3 |
| 421 | 410.86 | temperature | 20.0 | 90 | < th | dose dependent | sin | 23 | NA |
| 432 | 410.89 | humidity | 80.0 | 720 | > th | dose dependent | sin | 4 | NA |
| 438 | 410.91 | temperature | 20.0 | 720 | < th | dose dependent | no | NA | NA |
| 443 | 410.93 | humidity | 90.0 | 270 | > th | dose independent | rect. | 23 | 17 |
| 445 | 410.94 | temperature | 20.0 | 720 | < th | dose independent | rect. | 24 | 1 |
| 468 | 411.02 | humidity | 80.0 | 90 | > th | dose dependent | sin | 1 | NA |
| 472 | 411.04 | humidity | 90.0 | 720 | > th | dose independent | sin | 3 | NA |
| 474 | 411.04 | temperature | 20.0 | 720 | > th | dose independent | rect. | 12 | 19 |
| 478 | 411.05 | wind | 3.0 | 90 | > th | dose dependent | rect. | 4 | 2 |
| 501 | 411.11 | temperature | 20.0 | 720 | > th | dose independent | rect. | 4 | 21 |
| 502 | 411.11 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 5 |
| 531 | 411.22 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 20 | 3 |
| 535 | 411.23 | temperature | 20.0 | 720 | > th | dose independent | rect. | 20 | 22 |
| 540 | 411.25 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 20 | 5 |
| 545 | 411.26 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 2 | 14 |
| 547 | 411.26 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 11 | 23 |
| 572 | 411.34 | temperature | 20.0 | 720 | < th | dose dependent | rect. | 3 | 23 |
| 576 | 411.36 | wind | 1.0 | 4320 | < th | dose independent | rect. | 11 | 1 |
| 589 | 411.39 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 7 | 10 |
| 601 | 411.43 | humidity | 90.0 | 270 | > th | dose independent | rect. | 10 | 5 |
| 613 | 411.47 | temperature | 20.0 | 720 | > th | dose independent | rect. | 20 | 20 |
| 623 | 411.50 | humidity | 90.0 | 90 | > th | dose independent | sin | 2 | NA |
| 627 | 411.51 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 21 | 10 |
| 643 | 411.53 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 649 | 411.56 | wind | 1.0 | 4320 | > th | dose independent | rect. | 11 | 1 |
| 662 | 411.58 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 2 | 10 |
| 716 | 411.75 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 6 | 1 |
| 742 | 411.79 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 10 | 5 |
| 781 | 411.88 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 5 | 8 |
| 832 | 411.99 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 11 | 1 |
| 880 | 412.10 | wind | 7.0 | 90 | > th | dose independent | rect. | 19 | 3 |
| 943 | 412.21 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 13 |
| 956 | 412.24 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 2 | 1 |
| 959 | 412.24 | temperature | 20.0 | 720 | > th | dose independent | rect. | 20 | 11 |
| 960 | 412.24 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 2 | 1 |
| 993 | 412.30 | temperature | 20.0 | 720 | > th | dose independent | rect. | 12 | 14 |