Os03g0453800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Conserved hypothetical protein.
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Os03g0453800 |
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 = atmosphere,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 86.77 | 0.438 | 7.73 | -0.533 | 1.42 | 0.829 | -0.584 | -0.389 | -0.63 | 9.53 | 1005 | 95 | -- | -- |
| 86.85 | 0.437 | 7.73 | -0.55 | 1.43 | 0.873 | -0.617 | -- | -0.629 | 9.56 | 1005 | 75 | -- | -- |
| 87.98 | 0.44 | 7.73 | -0.56 | 1.44 | 0.87 | -- | -0.465 | -0.635 | 9.51 | 1005 | 95 | -- | -- |
| 88.2 | 0.44 | 7.73 | -0.573 | 1.44 | 0.89 | -- | -- | -0.631 | 9.51 | 1006 | 77 | -- | -- |
| 203.1 | 0.664 | 7.78 | -0.531 | -- | 1.2 | -- | -0.785 | -0.693 | -- | 1005 | 291 | -- | -- |
| 97.36 | 0.463 | 7.7 | -0.572 | 1.48 | -- | -0.684 | -- | -0.491 | 9.5 | -- | -- | -- | -- |
| 99.06 | 0.466 | 7.7 | -0.598 | 1.48 | -- | -- | -- | -0.493 | 9.44 | -- | -- | -- | -- |
| 204.05 | 0.665 | 7.78 | -0.548 | -- | 1.22 | -- | -- | -0.695 | -- | 1005 | 291 | -- | -- |
| 96.77 | 0.458 | 7.72 | -- | 1.43 | 0.894 | -- | -- | -0.576 | 9.5 | 1005 | 99 | -- | -- |
| 228.23 | 0.706 | 7.74 | -0.607 | -- | -- | -- | -- | -0.488 | -- | -- | -- | -- | -- |
| 108.48 | 0.487 | 7.68 | -- | 1.48 | -- | -- | -- | -0.426 | 9.47 | -- | -- | -- | -- |
| 211.91 | 0.678 | 7.77 | -- | -- | 1.26 | -- | -- | -0.64 | -- | 1005 | 310 | -- | -- |
| 237.95 | 0.72 | 7.72 | -- | -- | -- | -- | -- | -0.421 | -- | -- | -- | -- | -- |
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 | 77.42 | temperature | 20.0 | 270 | > th | dose independent | rect. | 22 | 5 |
| 2 | 77.47 | temperature | 20.0 | 30 | > th | dose independent | rect. | 1 | 3 |
| 3 | 77.49 | wind | 1.0 | 270 | < th | dose independent | rect. | 23 | 2 |
| 4 | 77.81 | temperature | 20.0 | 270 | > th | dose independent | rect. | 23 | 3 |
| 5 | 77.86 | wind | 1.0 | 270 | < th | dose dependent | rect. | 24 | 1 |
| 7 | 78.19 | temperature | 20.0 | 30 | > th | dose independent | rect. | 20 | 8 |
| 20 | 79.08 | humidity | 90.0 | 10 | > th | dose independent | rect. | 1 | 7 |
| 30 | 79.33 | temperature | 20.0 | 90 | > th | dose independent | rect. | 17 | 11 |
| 43 | 79.74 | humidity | 70.0 | 90 | > th | dose dependent | rect. | 1 | 3 |
| 46 | 79.86 | wind | 1.0 | 30 | > th | dose independent | rect. | 4 | 21 |
| 54 | 80.09 | temperature | 25.0 | 10 | < th | dose independent | rect. | 1 | 5 |
| 61 | 80.24 | wind | 9.0 | 4320 | < th | dose independent | rect. | 2 | 3 |
| 64 | 80.27 | humidity | 80.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 77 | 80.48 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 1 | 3 |
| 84 | 80.54 | temperature | 20.0 | 90 | > th | dose independent | rect. | 13 | 15 |
| 88 | 80.61 | temperature | 20.0 | 90 | > th | dose independent | rect. | 11 | 17 |
| 90 | 80.64 | wind | 1.0 | 270 | < th | dose independent | rect. | 21 | 5 |
| 98 | 80.68 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 23 | 4 |
| 101 | 80.83 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 1 | 13 |
| 114 | 80.95 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 15 |
| 119 | 80.98 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 13 |
| 121 | 80.98 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 1 | 9 |
| 125 | 81.00 | wind | 1.0 | 90 | > th | dose independent | rect. | 3 | 23 |
| 126 | 81.00 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 1 | 3 |
| 130 | 81.02 | temperature | 30.0 | 10 | < th | dose dependent | rect. | 16 | 9 |
| 153 | 81.22 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 1 | 7 |
| 157 | 81.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
| 160 | 81.26 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 3 |
| 164 | 81.26 | humidity | 50.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
| 173 | 81.26 | atmosphere | 995.0 | 1440 | > th | dose independent | rect. | 2 | 3 |
| 174 | 81.26 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 2 | 3 |
| 186 | 81.26 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 5 | 21 |
| 216 | 81.48 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 11 |
| 220 | 81.50 | atmosphere | 1000.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 230 | 81.54 | temperature | 20.0 | 90 | > th | dose independent | sin | 12 | NA |
| 245 | 81.63 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 7 |
| 283 | 81.78 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 4 | 21 |
| 285 | 81.78 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 4 | 21 |
| 287 | 81.81 | temperature | 10.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 290 | 81.81 | humidity | 50.0 | 90 | > th | dose independent | rect. | 1 | 3 |
| 294 | 81.81 | atmosphere | 1010.0 | 90 | < th | dose independent | rect. | 1 | 3 |
| 296 | 81.81 | radiation | 1.0 | 90 | < th | dose independent | rect. | 1 | 3 |
| 302 | 81.81 | temperature | 10.0 | 90 | > th | dose independent | rect. | 4 | 21 |
| 303 | 81.81 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 1 | 3 |
| 308 | 81.81 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 1 | 11 |
| 314 | 81.83 | wind | 9.0 | 90 | < th | dose independent | rect. | 1 | 3 |
| 322 | 81.86 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 1 | 14 |
| 323 | 81.87 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 1 | 17 |
| 344 | 81.95 | humidity | 90.0 | 10 | > th | dose independent | rect. | 1 | 13 |
| 351 | 81.98 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 1 | 3 |
| 352 | 81.98 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 1 | 3 |
| 354 | 81.98 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 4 | 21 |
| 356 | 81.99 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 10 | 3 |
| 358 | 81.99 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 3 |
| 364 | 82.01 | radiation | 10.0 | 30 | < th | dose dependent | rect. | 1 | 9 |
| 392 | 82.09 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 2 | 22 |
| 394 | 82.09 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 2 | 22 |
| 395 | 82.10 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 418 | 82.18 | radiation | 1.0 | 30 | < th | dose independent | rect. | 1 | 5 |
| 434 | 82.23 | atmosphere | 1015.0 | 270 | < th | dose dependent | rect. | 22 | 6 |
| 461 | 82.32 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 9 | 5 |
| 473 | 82.35 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 1 | 7 |
| 481 | 82.36 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 20 |
| 501 | 82.45 | wind | 1.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 506 | 82.47 | wind | 1.0 | 90 | > th | dose independent | sin | 16 | NA |
| 530 | 82.54 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 23 | 2 |
| 542 | 82.56 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 1 | 5 |
| 544 | 82.58 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 23 | 4 |
| 583 | 82.70 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 600 | 82.74 | humidity | 90.0 | 10 | > th | dose independent | sin | 7 | NA |
| 629 | 82.78 | temperature | 10.0 | 270 | > th | dose independent | rect. | 2 | 22 |
| 681 | 82.85 | wind | 9.0 | 90 | < th | dose independent | rect. | 4 | 21 |
| 694 | 82.89 | wind | 9.0 | 90 | < th | dose dependent | rect. | 1 | 3 |
| 727 | 83.01 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 4 | 21 |
| 749 | 83.07 | temperature | 20.0 | 270 | > th | dose independent | rect. | 8 | 20 |
| 762 | 83.10 | humidity | 50.0 | 90 | > th | dose independent | rect. | 4 | 21 |
| 768 | 83.11 | wind | 3.0 | 30 | < th | dose dependent | rect. | 22 | 6 |
| 789 | 83.16 | humidity | 50.0 | 10 | > th | dose dependent | rect. | 1 | 14 |
| 793 | 83.17 | humidity | 90.0 | 10 | > th | dose dependent | rect. | 24 | 22 |
| 796 | 83.18 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 11 |
| 811 | 83.20 | atmosphere | 1010.0 | 270 | < th | dose independent | rect. | 22 | 6 |
| 829 | 83.27 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 1 | 1 |
| 855 | 83.36 | wind | 3.0 | 30 | < th | dose dependent | rect. | 20 | 9 |
| 874 | 83.41 | radiation | 1.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 888 | 83.43 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 23 | 12 |
| 901 | 83.45 | humidity | 50.0 | 270 | > th | dose independent | rect. | 2 | 22 |