Os03g0275500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Epsin, N-terminal domain containing protein.
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Os03g0275500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Epsin, N-terminal 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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 29.92 | 0.257 | 14.1 | 0.569 | 0.427 | 0.335 | 0.865 | 0.106 | 0.503 | 19.2 | 87.52 | 25 | -- | -- |
| 29.95 | 0.255 | 14.1 | 0.574 | 0.422 | 0.332 | 0.867 | -- | 0.504 | 19.2 | 87.45 | 22 | -- | -- |
| 31.8 | 0.263 | 14.1 | 0.558 | 0.433 | 0.341 | -- | 0.104 | 0.51 | 18.8 | 86.37 | 20 | -- | -- |
| 31.81 | 0.263 | 14.1 | 0.56 | 0.432 | 0.339 | -- | -- | 0.51 | 18.8 | 86.29 | 16 | -- | -- |
| 40.07 | 0.296 | 14.1 | 0.567 | -- | 0.174 | -- | 0.272 | 0.459 | -- | 80.02 | 18 | -- | -- |
| 33.03 | 0.269 | 14.1 | 0.627 | 0.354 | -- | 0.831 | -- | 0.44 | 20.8 | -- | -- | -- | -- |
| 35.32 | 0.278 | 14.1 | 0.601 | 0.354 | -- | -- | -- | 0.44 | 20.6 | -- | -- | -- | -- |
| 40.28 | 0.297 | 14.1 | 0.586 | -- | 0.183 | -- | -- | 0.457 | -- | 76.14 | 5 | -- | -- |
| 39.82 | 0.295 | 14.1 | -- | 0.447 | 0.412 | -- | -- | 0.462 | 18.6 | 86.88 | 15 | -- | -- |
| 42.38 | 0.304 | 14.1 | 0.599 | -- | -- | -- | -- | 0.437 | -- | -- | -- | -- | -- |
| 44.83 | 0.313 | 14.1 | -- | 0.352 | -- | -- | -- | 0.373 | 20.7 | -- | -- | -- | -- |
| 48.85 | 0.326 | 14.1 | -- | -- | 0.239 | -- | -- | 0.421 | -- | 85 | 5 | -- | -- |
| 51.86 | 0.336 | 14.1 | -- | -- | -- | -- | -- | 0.37 | -- | -- | -- | -- | -- |
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 | 28.96 | temperature | 20.0 | 10 | < th | dose independent | rect. | 18 | 10 |
| 11 | 29.03 | temperature | 20.0 | 90 | < th | dose independent | rect. | 19 | 10 |
| 13 | 29.06 | temperature | 20.0 | 90 | < th | dose independent | rect. | 17 | 12 |
| 17 | 29.07 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 15 |
| 25 | 29.10 | temperature | 20.0 | 10 | < th | dose independent | sin | 12 | NA |
| 28 | 29.11 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 15 |
| 37 | 29.15 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 42 | 29.19 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 57 | 29.24 | temperature | 20.0 | 90 | < th | dose independent | sin | 13 | NA |
| 73 | 29.28 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 12 | 2 |
| 77 | 29.30 | temperature | 20.0 | 10 | > th | dose independent | sin | 14 | NA |
| 81 | 29.31 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
| 83 | 29.32 | radiation | 20.0 | 1440 | < th | dose dependent | rect. | 11 | 3 |
| 86 | 29.34 | temperature | 20.0 | 10 | > th | dose independent | rect. | 18 | 12 |
| 87 | 29.34 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
| 92 | 29.37 | precipitation | 0.1 | 30 | > th | dose independent | sin | 1 | NA |
| 95 | 29.38 | radiation | 10.0 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 103 | 29.39 | temperature | 20.0 | 270 | > th | dose independent | rect. | 11 | 16 |
| 110 | 29.40 | temperature | 20.0 | 10 | > th | dose independent | rect. | 14 | 16 |
| 131 | 29.46 | humidity | 70.0 | 1440 | > th | dose dependent | rect. | 11 | 3 |
| 153 | 29.50 | temperature | 20.0 | 90 | > th | dose independent | sin | 15 | NA |
| 169 | 29.52 | precipitation | 0.1 | 30 | > th | dose dependent | sin | 1 | NA |
| 174 | 29.53 | temperature | 20.0 | 90 | > th | dose independent | rect. | 13 | 16 |
| 177 | 29.54 | temperature | 20.0 | 90 | > th | dose independent | rect. | 11 | 19 |
| 184 | 29.56 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 188 | 29.57 | temperature | 20.0 | 270 | > th | dose independent | sin | 17 | NA |
| 195 | 29.57 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 24 | 19 |
| 197 | 29.57 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 21 | 22 |
| 250 | 29.63 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 20 |
| 287 | 29.70 | humidity | 90.0 | 30 | < th | dose independent | rect. | 19 | 23 |
| 301 | 29.71 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 7 | 23 |
| 304 | 29.72 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 24 | 4 |
| 343 | 29.76 | temperature | 20.0 | 270 | > th | dose independent | rect. | 14 | 13 |
| 355 | 29.78 | precipitation | 0.1 | 90 | < th | dose independent | sin | 3 | NA |
| 367 | 29.78 | precipitation | 0.1 | 90 | < th | dose dependent | sin | 3 | NA |
| 369 | 29.78 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 24 | 14 |
| 381 | 29.79 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 24 | 4 |
| 465 | 29.87 | wind | 1.0 | 1440 | > th | dose independent | rect. | 6 | 1 |
| 473 | 29.88 | wind | 1.0 | 1440 | < th | dose independent | rect. | 6 | 1 |
| 501 | 29.90 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 523 | 29.91 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 18 |
| 547 | 29.92 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 12 | 5 |
| 548 | 29.92 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 1 | 8 |
| 586 | 29.95 | humidity | 90.0 | 30 | < th | dose independent | rect. | 1 | 17 |
| 635 | 29.99 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 11 |
| 654 | 30.00 | humidity | 90.0 | 30 | < th | dose independent | rect. | 23 | 19 |
| 667 | 30.02 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 5 |
| 692 | 30.02 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 11 |
| 714 | 30.04 | humidity | 90.0 | 30 | > th | dose dependent | sin | 6 | NA |
| 722 | 30.05 | humidity | 90.0 | 30 | < th | dose independent | rect. | 23 | 23 |
| 724 | 30.05 | wind | 1.0 | 1440 | < th | dose dependent | rect. | 6 | 1 |
| 726 | 30.05 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 5 |
| 743 | 30.06 | temperature | 20.0 | 10 | > th | dose independent | rect. | 7 | 23 |
| 748 | 30.07 | temperature | 20.0 | 270 | < th | dose independent | rect. | 23 | 1 |
| 765 | 30.08 | precipitation | 0.1 | 30 | > th | dose independent | rect. | 3 | 3 |
| 778 | 30.08 | humidity | 90.0 | 30 | > th | dose dependent | no | NA | NA |
| 779 | 30.08 | precipitation | 0.1 | 30 | > th | dose dependent | rect. | 3 | 3 |
| 785 | 30.08 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 11 | 21 |
| 786 | 30.08 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 17 | 21 |
| 794 | 30.08 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 13 | 23 |
| 798 | 30.08 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 19 | 23 |
| 799 | 30.08 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 21 | 23 |
| 847 | 30.11 | humidity | 80.0 | 720 | < th | dose dependent | rect. | 14 | 2 |
| 851 | 30.11 | humidity | 70.0 | 30 | > th | dose dependent | rect. | 10 | 20 |
| 853 | 30.11 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 13 | 21 |
| 864 | 30.12 | humidity | 90.0 | 30 | > th | dose independent | rect. | 24 | 14 |
| 876 | 30.12 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 13 | 19 |
| 893 | 30.13 | temperature | 20.0 | 90 | > th | dose independent | rect. | 7 | 23 |
| 901 | 30.14 | humidity | 90.0 | 30 | > th | dose independent | sin | 5 | NA |
| 923 | 30.14 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 17 | 19 |
| 929 | 30.14 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 7 | 22 |
| 963 | 30.16 | humidity | 90.0 | 270 | > th | dose dependent | rect. | 5 | 23 |
| 971 | 30.17 | humidity | 90.0 | 10 | < th | dose independent | rect. | 21 | 21 |