Os03g0639400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Plant invertase/pectin methylesterase inhibitor domain containing protein.
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Os03g0639400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Plant invertase/pectin methylesterase inhibitor domain containing 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 73.06 | 0.402 | 2.86 | 0.2 | 0.026 | 4.45 | -0.0896 | 8.4 | 0.0957 | 6.75 | 16.54 | 531 | -- | -- |
| 80.98 | 0.419 | 2.8 | 0.239 | 0.0407 | 0.353 | 0.181 | -- | 0.169 | 9.73 | 23.22 | 856 | -- | -- |
| 73.08 | 0.398 | 2.86 | 0.199 | 0.0267 | 4.44 | -- | 8.38 | 0.0963 | 5.65 | 16.6 | 522 | -- | -- |
| 80.02 | 0.417 | 2.81 | 0.247 | 0.0188 | 0.674 | -- | -- | 0.122 | 10 | 18.53 | 716 | -- | -- |
| 73.11 | 0.398 | 2.86 | 0.2 | -- | 4.44 | -- | 8.36 | 0.0968 | -- | 16.6 | 522 | -- | -- |
| 82.44 | 0.426 | 2.82 | 0.126 | 0.0452 | -- | 0.209 | -- | 0.0791 | 11.9 | -- | -- | -- | -- |
| 82.6 | 0.426 | 2.82 | 0.134 | 0.05 | -- | -- | -- | 0.0794 | 10.1 | -- | -- | -- | -- |
| 80.04 | 0.417 | 2.81 | 0.239 | -- | 0.67 | -- | -- | 0.116 | -- | 18.57 | 716 | -- | -- |
| 81.26 | 0.42 | 2.82 | -- | 0.0317 | 0.555 | -- | -- | 0.0792 | 9.08 | 17.9 | 655 | -- | -- |
| 82.75 | 0.425 | 2.82 | 0.133 | -- | -- | -- | -- | 0.0794 | -- | -- | -- | -- | -- |
| 83.07 | 0.426 | 2.82 | -- | 0.0495 | -- | -- | -- | 0.0645 | 9.85 | -- | -- | -- | -- |
| 81.32 | 0.42 | 2.82 | -- | -- | 0.57 | -- | -- | 0.0809 | -- | 17.9 | 655 | -- | -- |
| 83.22 | 0.426 | 2.82 | -- | -- | -- | -- | -- | 0.0646 | -- | -- | -- | -- | -- |
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 | 73.58 | wind | 9 | 4320 | > th | dose independent | rect. | 3 | 1 |
| 33 | 73.58 | wind | 9 | 4320 | > th | dose dependent | rect. | 3 | 1 |
| 65 | 73.60 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 1 |
| 67 | 73.72 | temperature | 20 | 720 | < th | dose dependent | rect. | 7 | 5 |
| 68 | 73.76 | temperature | 20 | 1440 | < th | dose dependent | rect. | 12 | 1 |
| 73 | 73.91 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 2 |
| 77 | 73.99 | temperature | 20 | 1440 | < th | dose independent | rect. | 17 | 1 |
| 79 | 74.01 | temperature | 20 | 1440 | > th | dose independent | rect. | 17 | 1 |
| 81 | 74.03 | humidity | 90 | 1440 | > th | dose independent | rect. | 11 | 2 |
| 83 | 74.12 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 6 |
| 84 | 74.13 | humidity | 90 | 1440 | > th | dose dependent | rect. | 11 | 2 |
| 85 | 74.14 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 6 |
| 86 | 74.14 | temperature | 20 | 720 | < th | dose dependent | rect. | 7 | 1 |
| 94 | 74.31 | wind | 1 | 270 | < th | dose dependent | rect. | 7 | 1 |
| 100 | 74.40 | humidity | 90 | 1440 | < th | dose independent | rect. | 11 | 2 |
| 115 | 74.62 | temperature | 20 | 1440 | < th | dose dependent | rect. | 19 | 1 |
| 127 | 75.03 | temperature | 20 | 1440 | < th | dose dependent | rect. | 17 | 3 |
| 132 | 75.07 | temperature | 20 | 1440 | < th | dose dependent | rect. | 12 | 8 |
| 140 | 75.11 | wind | 1 | 270 | < th | dose independent | rect. | 7 | 1 |
| 163 | 75.41 | temperature | 20 | 1440 | < th | dose dependent | rect. | 22 | 1 |
| 165 | 75.43 | temperature | 20 | 1440 | < th | dose dependent | rect. | 7 | 17 |
| 172 | 75.59 | temperature | 20 | 1440 | < th | dose dependent | rect. | 19 | 5 |
| 177 | 75.61 | temperature | 20 | 1440 | < th | dose dependent | rect. | 17 | 7 |
| 181 | 75.62 | temperature | 20 | 1440 | < th | dose dependent | rect. | 12 | 12 |
| 196 | 75.66 | temperature | 20 | 1440 | < th | dose dependent | rect. | 7 | 14 |
| 253 | 76.22 | temperature | 20 | 720 | < th | dose independent | rect. | 7 | 5 |
| 256 | 76.26 | temperature | 20 | 720 | < th | dose independent | rect. | 7 | 1 |
| 270 | 76.33 | temperature | 20 | 1440 | < th | dose dependent | sin | 20 | NA |
| 281 | 76.44 | wind | 9 | 4320 | < th | dose independent | rect. | 2 | 5 |
| 301 | 76.52 | wind | 9 | 4320 | < th | dose independent | rect. | 2 | 7 |
| 358 | 76.77 | wind | 9 | 4320 | < th | dose independent | rect. | 7 | 1 |
| 371 | 76.81 | wind | 3 | 10 | < th | dose dependent | rect. | 12 | 1 |
| 408 | 76.92 | wind | 5 | 4320 | < th | dose independent | rect. | 4 | 1 |
| 421 | 76.95 | temperature | 20 | 720 | < th | dose dependent | sin | 2 | NA |
| 434 | 76.97 | wind | 9 | 14400 | > th | dose dependent | rect. | 24 | 8 |
| 444 | 76.98 | wind | 9 | 14400 | > th | dose dependent | rect. | 24 | 6 |
| 459 | 77.00 | wind | 9 | 4320 | < th | dose independent | rect. | 21 | 12 |
| 476 | 77.01 | wind | 9 | 14400 | > th | dose independent | rect. | 24 | 8 |
| 485 | 77.01 | wind | 9 | 4320 | > th | dose dependent | rect. | 21 | 9 |
| 498 | 77.02 | wind | 9 | 4320 | > th | dose independent | rect. | 22 | 10 |
| 504 | 77.02 | wind | 9 | 4320 | > th | dose dependent | rect. | 22 | 7 |
| 512 | 77.02 | wind | 1 | 720 | < th | dose dependent | rect. | 6 | 13 |
| 520 | 77.03 | wind | 9 | 4320 | > th | dose independent | rect. | 23 | 6 |
| 592 | 77.05 | wind | 1 | 43200 | < th | dose dependent | rect. | 14 | 2 |
| 638 | 77.07 | temperature | 20 | 720 | < th | dose dependent | rect. | 24 | 12 |
| 731 | 77.15 | temperature | 20 | 720 | > th | dose independent | rect. | 7 | 8 |
| 829 | 77.23 | wind | 1 | 14400 | < th | dose independent | rect. | 3 | 1 |
| 874 | 77.27 | wind | 1 | 270 | < th | dose dependent | rect. | 7 | 17 |
| 935 | 77.36 | wind | 1 | 14400 | > th | dose independent | rect. | 3 | 1 |
| 973 | 77.39 | radiation | 1 | 43200 | < th | dose dependent | rect. | 21 | 1 |