Os01g0936200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipase, class 3 family protein.
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Os01g0936200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lipase, class 3 family 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 = radiation,
response mode = < th, dose dependency = dose independent, 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 35.94 | 0.282 | 11.6 | -0.421 | 0.553 | 0.863 | 0.558 | 0.73 | 0.289 | 21.3 | 1.154 | 1462 | -- | -- |
| 36.31 | 0.281 | 11.6 | -0.43 | 0.551 | 0.869 | 0.631 | -- | 0.29 | 21.1 | 1.683 | 1489 | -- | -- |
| 36.69 | 0.282 | 11.6 | -0.421 | 0.533 | 0.9 | -- | 0.663 | 0.29 | 21 | 1.372 | 1489 | -- | -- |
| 37.3 | 0.284 | 11.6 | -0.363 | 0.525 | 0.854 | -- | -- | 0.331 | 20.9 | 1.475 | 1487 | -- | -- |
| 49.12 | 0.328 | 11.6 | -0.491 | -- | 0.382 | -- | 0.421 | 0.215 | -- | 1.47 | 1541 | -- | -- |
| 44.62 | 0.313 | 11.6 | -0.474 | 0.604 | -- | 0.572 | -- | 0.207 | 21.4 | -- | -- | -- | -- |
| 45.8 | 0.317 | 11.6 | -0.494 | 0.604 | -- | -- | -- | 0.207 | 21.3 | -- | -- | -- | -- |
| 50.28 | 0.332 | 11.6 | -0.489 | -- | 0.385 | -- | -- | 0.216 | -- | 1.47 | 1541 | -- | -- |
| 40.63 | 0.297 | 11.6 | -- | 0.534 | 0.932 | -- | -- | 0.335 | 20.8 | 1.374 | 1482 | -- | -- |
| 67.05 | 0.383 | 11.6 | -0.491 | -- | -- | -- | -- | 0.204 | -- | -- | -- | -- | -- |
| 52.23 | 0.338 | 11.6 | -- | 0.604 | -- | -- | -- | 0.262 | 21.3 | -- | -- | -- | -- |
| 53.45 | 0.341 | 11.6 | -- | -- | 1.18 | -- | -- | 0.338 | -- | 1.33 | 1531 | -- | -- |
| 73.41 | 0.4 | 11.6 | -- | -- | -- | -- | -- | 0.259 | -- | -- | -- | -- | -- |
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 | 34.06 | humidity | 60.0 | 1440 | > th | dose dependent | rect. | 11 | 1 |
| 7 | 34.88 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 9 | 3 |
| 12 | 34.97 | humidity | 90.0 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 17 | 35.08 | humidity | 60.0 | 10 | > th | dose dependent | sin | 23 | NA |
| 18 | 35.08 | humidity | 80.0 | 1440 | < th | dose dependent | rect. | 6 | 7 |
| 82 | 35.43 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 19 | 17 |
| 92 | 35.53 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 104 | 35.58 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 3 |
| 118 | 35.63 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 4 | 8 |
| 121 | 35.64 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 14 | 1 |
| 122 | 35.64 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 6 | 6 |
| 141 | 35.70 | radiation | 20.0 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 144 | 35.71 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 9 | 3 |
| 146 | 35.72 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 19 | 17 |
| 149 | 35.73 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 7 | 13 |
| 158 | 35.76 | humidity | 70.0 | 1440 | > th | dose independent | sin | 8 | NA |
| 161 | 35.78 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 2 |
| 162 | 35.78 | wind | 5.0 | 43200 | < th | dose dependent | rect. | 3 | 4 |
| 165 | 35.79 | temperature | 25.0 | 14400 | < th | dose independent | rect. | 6 | 2 |
| 168 | 35.80 | wind | 1.0 | 43200 | > th | dose independent | rect. | 24 | 4 |
| 172 | 35.82 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 5 | 3 |
| 183 | 35.85 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 6 | 6 |
| 195 | 35.85 | humidity | 80.0 | 1440 | < th | dose dependent | sin | 6 | NA |
| 202 | 35.87 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 219 | 35.91 | humidity | 70.0 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 234 | 35.93 | wind | 1.0 | 43200 | < th | dose independent | rect. | 24 | 4 |
| 243 | 35.94 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 5 | 9 |
| 247 | 35.94 | humidity | 60.0 | 10 | > th | dose dependent | rect. | 21 | 23 |
| 252 | 35.95 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 7 | 7 |
| 280 | 35.98 | temperature | 25.0 | 14400 | > th | dose dependent | sin | 3 | NA |
| 290 | 35.99 | humidity | 70.0 | 1440 | < th | dose independent | sin | 8 | NA |
| 295 | 35.99 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 8 | 1 |
| 297 | 35.99 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 4 | 7 |
| 312 | 36.00 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 7 | 4 |
| 331 | 36.01 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 10 | 1 |
| 333 | 36.01 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 3 | 4 |
| 334 | 36.01 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 10 | 4 |
| 357 | 36.02 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 2 |
| 379 | 36.03 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 478 | 36.05 | humidity | 60.0 | 90 | > th | dose dependent | rect. | 7 | 12 |
| 528 | 36.06 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 12 | 23 |
| 536 | 36.07 | temperature | 25.0 | 14400 | > th | dose dependent | no | NA | NA |
| 561 | 36.07 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 10 | 23 |
| 562 | 36.07 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 15 | 23 |
| 568 | 36.08 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 8 | 8 |
| 587 | 36.08 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 12 | 8 |
| 657 | 36.11 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 8 | 8 |
| 758 | 36.14 | humidity | 70.0 | 14400 | < th | dose independent | sin | 14 | NA |
| 766 | 36.14 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
| 774 | 36.15 | temperature | 25.0 | 14400 | > th | dose independent | sin | 6 | NA |
| 793 | 36.15 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 13 | 20 |
| 795 | 36.15 | radiation | 1.0 | 1440 | < th | dose independent | rect. | 16 | 20 |
| 818 | 36.16 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 17 | 18 |
| 839 | 36.17 | wind | 3.0 | 43200 | > th | dose independent | rect. | 3 | 6 |
| 843 | 36.17 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 13 | 20 |
| 863 | 36.18 | radiation | 1.0 | 1440 | < th | dose independent | sin | 11 | NA |
| 864 | 36.18 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 18 | 3 |
| 867 | 36.18 | wind | 3.0 | 43200 | < th | dose independent | rect. | 3 | 6 |
| 878 | 36.18 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 13 | 16 |
| 901 | 36.19 | radiation | 1.0 | 1440 | < th | dose independent | sin | 3 | NA |
| 909 | 36.19 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 17 | 16 |
| 921 | 36.19 | wind | 3.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 935 | 36.20 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 15 | 6 |
| 954 | 36.20 | temperature | 25.0 | 14400 | > th | dose independent | rect. | 19 | 16 |
| 977 | 36.20 | temperature | 10.0 | 14400 | > th | dose dependent | rect. | 13 | 7 |
| 986 | 36.21 | humidity | 70.0 | 14400 | > th | dose independent | sin | 13 | NA |
| 998 | 36.21 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 18 | 11 |