Os02g0666200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Aquaporin.
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Os02g0666200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Aquaporin.
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 60.31 | 0.365 | 15.3 | -0.136 | 1.96 | -0.745 | 1.96 | 0.387 | 0.195 | 6.96 | 88.48 | 355 | -- | -- |
| 60.54 | 0.362 | 15.3 | -0.122 | 1.96 | -0.744 | 2.14 | -- | 0.195 | 6.94 | 88.32 | 357 | -- | -- |
| 67.72 | 0.383 | 15.3 | -0.172 | 1.94 | -0.699 | -- | 1.43 | 0.189 | 6.96 | 87.69 | 379 | -- | -- |
| 71.49 | 0.394 | 15.3 | -0.0853 | 1.98 | -0.632 | -- | -- | 0.208 | 6.84 | 84.47 | 341 | -- | -- |
| 155.41 | 0.581 | 15.3 | -0.23 | -- | 1.38 | -- | 1.19 | 0.381 | -- | 62 | 532 | -- | -- |
| 70.44 | 0.393 | 15.3 | -0.206 | 1.63 | -- | 1.93 | -- | 0.311 | 7.22 | -- | -- | -- | -- |
| 80.32 | 0.42 | 15.3 | -0.167 | 1.64 | -- | -- | -- | 0.307 | 7.13 | -- | -- | -- | -- |
| 157.67 | 0.585 | 15.3 | -0.136 | -- | 1.46 | -- | -- | 0.398 | -- | 60.79 | 518 | -- | -- |
| 71.64 | 0.394 | 15.3 | -- | 1.98 | -0.647 | -- | -- | 0.219 | 6.85 | 84.8 | 342 | -- | -- |
| 222.17 | 0.696 | 15.3 | -0.136 | -- | -- | -- | -- | 0.336 | -- | -- | -- | -- | -- |
| 81.05 | 0.421 | 15.3 | -- | 1.64 | -- | -- | -- | 0.325 | 7.14 | -- | -- | -- | -- |
| 158.15 | 0.586 | 15.3 | -- | -- | 1.48 | -- | -- | 0.402 | -- | 59.52 | 522 | -- | -- |
| 222.65 | 0.696 | 15.3 | -- | -- | -- | -- | -- | 0.351 | -- | -- | -- | -- | -- |
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 | 57.13 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 4 |
| 2 | 57.18 | humidity | 90.0 | 270 | < th | dose independent | rect. | 17 | 20 |
| 4 | 57.33 | humidity | 90.0 | 270 | < th | dose independent | rect. | 17 | 9 |
| 5 | 57.35 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 14 | 11 |
| 13 | 57.58 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 12 | 13 |
| 16 | 57.69 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 17 | 8 |
| 27 | 57.88 | humidity | 80.0 | 720 | < th | dose independent | rect. | 17 | 2 |
| 32 | 57.96 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 13 | 4 |
| 48 | 58.19 | humidity | 90.0 | 720 | > th | dose independent | rect. | 21 | 3 |
| 50 | 58.21 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 10 | 7 |
| 75 | 58.40 | humidity | 80.0 | 720 | > th | dose dependent | sin | 16 | NA |
| 88 | 58.50 | humidity | 90.0 | 90 | > th | dose dependent | rect. | 5 | 22 |
| 97 | 58.64 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 23 | 1 |
| 107 | 58.74 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 21 | 11 |
| 110 | 58.77 | humidity | 90.0 | 270 | < th | dose dependent | rect. | 18 | 8 |
| 151 | 59.10 | humidity | 90.0 | 10 | < th | dose independent | rect. | 20 | 18 |
| 158 | 59.15 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 15 | 23 |
| 159 | 59.15 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 15 | 23 |
| 165 | 59.17 | humidity | 90.0 | 720 | > th | dose independent | rect. | 23 | 1 |
| 175 | 59.22 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 5 | 20 |
| 197 | 59.30 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 12 | 15 |
| 218 | 59.40 | humidity | 80.0 | 720 | > th | dose dependent | rect. | 12 | 19 |
| 231 | 59.44 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 10 | 17 |
| 239 | 59.45 | humidity | 70.0 | 720 | > th | dose dependent | rect. | 14 | 18 |
| 287 | 59.57 | humidity | 90.0 | 720 | < th | dose independent | rect. | 9 | 16 |
| 313 | 59.68 | temperature | 15.0 | 270 | > th | dose independent | rect. | 17 | 20 |
| 329 | 59.72 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 10 |
| 349 | 59.78 | radiation | 10.0 | 1440 | < th | dose dependent | sin | 19 | NA |
| 373 | 59.87 | humidity | 90.0 | 720 | > th | dose independent | rect. | 11 | 14 |
| 439 | 60.09 | humidity | 90.0 | 720 | > th | dose independent | rect. | 17 | 8 |
| 447 | 60.12 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 6 |
| 481 | 60.23 | humidity | 80.0 | 270 | > th | dose dependent | rect. | 17 | 15 |
| 489 | 60.26 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 7 | 10 |
| 497 | 60.26 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 17 | 19 |
| 512 | 60.29 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 17 | 20 |
| 514 | 60.29 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 17 | 20 |
| 535 | 60.34 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 23 | 18 |
| 547 | 60.36 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 4 | 13 |
| 590 | 60.44 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 8 |
| 605 | 60.47 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 11 | 6 |
| 607 | 60.47 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 11 |
| 620 | 60.49 | humidity | 90.0 | 90 | < th | dose independent | rect. | 9 | 22 |
| 652 | 60.54 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 23 | 18 |
| 723 | 60.63 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 3 | 14 |
| 738 | 60.64 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 18 | 12 |
| 764 | 60.68 | wind | 1.0 | 270 | > th | dose independent | rect. | 17 | 20 |
| 769 | 60.69 | temperature | 25.0 | 270 | > th | dose dependent | rect. | 18 | 8 |
| 874 | 60.81 | temperature | 25.0 | 90 | > th | dose independent | rect. | 18 | 12 |
| 884 | 60.82 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 19 |
| 927 | 60.85 | humidity | 90.0 | 270 | < th | dose independent | sin | 11 | NA |
| 957 | 60.87 | humidity | 90.0 | 720 | < th | dose independent | rect. | 20 | 1 |
| 968 | 60.88 | humidity | 80.0 | 1440 | > th | dose independent | sin | 2 | NA |
| 997 | 60.90 | radiation | 1.0 | 720 | > th | dose independent | rect. | 9 | 20 |