Os11g0183200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os11g0183200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Conserved 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130.77 | 0.537 | 3.12 | -0.392 | 0.357 | 0.627 | -0.219 | 1.2 | 0.219 | 13.7 | 28.3 | 252 | -- | -- |
| 132.34 | 0.536 | 3.1 | -0.174 | 0.384 | 0.612 | -0.452 | -- | 0.267 | 13.6 | 29.77 | 176 | -- | -- |
| 130.91 | 0.533 | 3.12 | -0.422 | 0.358 | 0.64 | -- | 1.34 | 0.215 | 13.6 | 27.9 | 245 | -- | -- |
| 133.14 | 0.537 | 3.1 | -0.188 | 0.385 | 0.617 | -- | -- | 0.262 | 13.5 | 30.01 | 175 | -- | -- |
| 135.92 | 0.543 | 3.14 | -0.458 | -- | 0.665 | -- | 1.61 | 0.173 | -- | 23.55 | 369 | -- | -- |
| 137.44 | 0.55 | 3.12 | -0.324 | 0.24 | -- | -0.423 | -- | 0.145 | 12.3 | -- | -- | -- | -- |
| 138.16 | 0.55 | 3.12 | -0.341 | 0.243 | -- | -- | -- | 0.143 | 11.8 | -- | -- | -- | -- |
| 136.58 | 0.544 | 3.1 | -0.183 | -- | 0.571 | -- | -- | 0.261 | -- | 28.7 | 886 | -- | -- |
| 133.97 | 0.539 | 3.09 | -- | 0.419 | 0.699 | -- | -- | 0.29 | 13.5 | 30.33 | 144 | -- | -- |
| 141.87 | 0.557 | 3.13 | -0.348 | -- | -- | -- | -- | 0.139 | -- | -- | -- | -- | -- |
| 141.23 | 0.556 | 3.11 | -- | 0.247 | -- | -- | -- | 0.181 | 11.9 | -- | -- | -- | -- |
| 137.36 | 0.546 | 3.09 | -- | -- | 0.648 | -- | -- | 0.296 | -- | 28.5 | 893 | -- | -- |
| 145.07 | 0.562 | 3.12 | -- | -- | -- | -- | -- | 0.178 | -- | -- | -- | -- | -- |
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 | 120.49 | wind | 5.0 | 90 | > th | dose independent | rect. | 5 | 2 |
| 2 | 120.49 | wind | 5.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
| 7 | 121.93 | radiation | 20.0 | 270 | > th | dose dependent | rect. | 6 | 1 |
| 22 | 122.48 | radiation | 20.0 | 270 | > th | dose independent | rect. | 6 | 1 |
| 65 | 122.98 | wind | 5.0 | 90 | > th | dose dependent | rect. | 7 | 1 |
| 73 | 124.02 | wind | 5.0 | 30 | > th | dose dependent | rect. | 1 | 7 |
| 80 | 124.34 | wind | 5.0 | 10 | > th | dose independent | rect. | 5 | 3 |
| 98 | 125.04 | wind | 5.0 | 10 | > th | dose independent | rect. | 7 | 1 |
| 146 | 127.80 | wind | 1.0 | 30 | < th | dose dependent | rect. | 22 | 5 |
| 162 | 128.12 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 3 |
| 172 | 128.41 | wind | 1.0 | 30 | < th | dose dependent | rect. | 17 | 10 |
| 179 | 128.48 | humidity | 90.0 | 270 | < th | dose independent | rect. | 5 | 1 |
| 186 | 128.70 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 21 | 19 |
| 190 | 128.80 | humidity | 80.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
| 201 | 128.97 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 6 | 7 |
| 226 | 129.16 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 6 | 9 |
| 239 | 129.26 | wind | 7.0 | 90 | < th | dose dependent | rect. | 3 | 10 |
| 241 | 129.27 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 4 | 1 |
| 260 | 129.42 | wind | 7.0 | 90 | < th | dose dependent | rect. | 3 | 12 |
| 271 | 129.54 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 288 | 129.64 | humidity | 80.0 | 90 | > th | dose independent | rect. | 10 | 5 |
| 298 | 129.70 | wind | 5.0 | 90 | < th | dose independent | rect. | 3 | 12 |
| 303 | 129.74 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 304 | 129.74 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 8 | 1 |
| 329 | 129.82 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 12 | 1 |
| 331 | 129.83 | wind | 1.0 | 270 | < th | dose independent | rect. | 22 | 1 |
| 334 | 129.85 | radiation | 1.0 | 90 | < th | dose independent | rect. | 10 | 3 |
| 335 | 129.85 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 10 | 3 |
| 354 | 129.95 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 4 | 10 |
| 360 | 129.99 | humidity | 80.0 | 90 | > th | dose independent | rect. | 12 | 1 |
| 369 | 130.03 | wind | 1.0 | 90 | > th | dose dependent | rect. | 4 | 13 |
| 371 | 130.05 | humidity | 90.0 | 270 | < th | dose independent | rect. | 4 | 3 |
| 376 | 130.06 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 3 | 23 |
| 401 | 130.16 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 3 |
| 418 | 130.20 | wind | 1.0 | 30 | < th | dose dependent | rect. | 11 | 16 |
| 428 | 130.24 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 430 | 130.24 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 8 | 1 |
| 434 | 130.24 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 23 | 6 |
| 450 | 130.28 | temperature | 20.0 | 270 | < th | dose dependent | rect. | 3 | 21 |
| 490 | 130.37 | temperature | 20.0 | 270 | > th | dose dependent | sin | 6 | NA |
| 491 | 130.37 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
| 512 | 130.44 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 19 | 10 |
| 514 | 130.46 | wind | 1.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
| 521 | 130.47 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 21 | 8 |
| 533 | 130.50 | atmosphere | 1005.0 | 10 | > th | dose independent | rect. | 6 | 11 |
| 551 | 130.55 | wind | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 555 | 130.55 | temperature | 25.0 | 270 | < th | dose dependent | sin | 4 | NA |
| 572 | 130.57 | radiation | 1.0 | 4320 | < th | dose dependent | rect. | 3 | 2 |
| 577 | 130.58 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 23 | 7 |
| 604 | 130.62 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 3 | 20 |
| 606 | 130.63 | wind | 5.0 | 90 | < th | dose independent | rect. | 3 | 17 |
| 617 | 130.65 | wind | 1.0 | 270 | < th | dose dependent | rect. | 22 | 1 |
| 637 | 130.71 | radiation | 1.0 | 10 | < th | dose independent | rect. | 13 | 1 |
| 648 | 130.71 | radiation | 1.0 | 10 | < th | dose dependent | rect. | 13 | 1 |
| 660 | 130.71 | wind | 1.0 | 10 | > th | dose dependent | rect. | 5 | 12 |
| 675 | 130.73 | humidity | 80.0 | 90 | > th | dose dependent | rect. | 10 | 1 |
| 678 | 130.74 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 10 | 3 |
| 681 | 130.75 | wind | 5.0 | 10 | < th | dose independent | rect. | 3 | 18 |
| 686 | 130.76 | wind | 1.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
| 690 | 130.77 | humidity | 80.0 | 10 | < th | dose independent | rect. | 6 | 3 |
| 716 | 130.81 | wind | 5.0 | 90 | < th | dose dependent | rect. | 3 | 20 |
| 724 | 130.82 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 17 | 22 |
| 755 | 130.88 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 5 |
| 759 | 130.88 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 9 | 5 |
| 764 | 130.89 | wind | 3.0 | 1440 | > th | dose dependent | rect. | 7 | 1 |
| 765 | 130.89 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 4 | 4 |
| 806 | 130.94 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 808 | 130.94 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 9 | 1 |
| 824 | 130.96 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
| 829 | 130.97 | temperature | 25.0 | 10 | < th | dose independent | rect. | 21 | 18 |
| 837 | 130.98 | wind | 5.0 | 1440 | < th | dose independent | rect. | 7 | 1 |
| 853 | 131.00 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 2 |
| 878 | 131.03 | wind | 3.0 | 90 | > th | dose independent | rect. | 4 | 13 |
| 880 | 131.03 | wind | 5.0 | 90 | < th | dose independent | rect. | 3 | 20 |
| 891 | 131.04 | wind | 7.0 | 90 | < th | dose dependent | sin | 2 | NA |
| 893 | 131.04 | wind | 9.0 | 1440 | < th | dose dependent | rect. | 4 | 2 |
| 916 | 131.06 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 14 | 23 |
| 990 | 131.14 | temperature | 30.0 | 270 | < th | dose dependent | no | NA | NA |