Os11g0138900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os11g0138900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 133.27 | 0.542 | 4.06 | 2.61 | 0.276 | 29.5 | -0.295 | 60.9 | 0.108 | 4.92 | 15 | 4234 | -- | -- |
| 144.1 | 0.563 | 3.07 | 0.0203 | 0.273 | -0.219 | -0.28 | -- | 0.00152 | 4.73 | 15 | 4234 | -- | -- |
| 133.49 | 0.538 | 4.06 | 2.61 | 0.273 | 29.5 | -- | 60.9 | 0.109 | 4.89 | 15 | 4234 | -- | -- |
| 136.9 | 0.545 | 3.03 | 0.299 | 0.315 | 0.741 | -- | -- | 0.0715 | 4.66 | 15.5 | 4330 | -- | -- |
| 137.42 | 0.546 | 4.08 | 2.66 | -- | 30.1 | -- | 62.2 | 0.116 | -- | 14.94 | 4234 | -- | -- |
| 144.19 | 0.563 | 3.07 | 0.029 | 0.272 | -- | -0.267 | -- | 0.00381 | 4.79 | -- | -- | -- | -- |
| 144.37 | 0.563 | 3.07 | 0.0301 | 0.27 | -- | -- | -- | 0.00516 | 4.81 | -- | -- | -- | -- |
| 140.69 | 0.552 | 3.05 | 0.347 | -- | 0.776 | -- | -- | 0.0957 | -- | 15.9 | 4545 | -- | -- |
| 138.98 | 0.549 | 3.06 | -- | 0.282 | 0.565 | -- | -- | 0.0366 | 4.62 | 15.75 | 4306 | -- | -- |
| 148.22 | 0.569 | 3.07 | 0.0402 | -- | -- | -- | -- | 0.0122 | -- | -- | -- | -- | -- |
| 144.4 | 0.562 | 3.07 | -- | 0.27 | -- | -- | -- | 0.00181 | 4.81 | -- | -- | -- | -- |
| 143.17 | 0.557 | 3.06 | -- | -- | 0.558 | -- | -- | 0.0431 | -- | 15.54 | 4298 | -- | -- |
| 148.27 | 0.568 | 3.07 | -- | -- | -- | -- | -- | 0.0077 | -- | -- | -- | -- | -- |
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 | 121.43 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 6 | 1 |
| 2 | 121.44 | temperature | 20.0 | 30 | < th | dose independent | rect. | 6 | 2 |
| 18 | 126.50 | temperature | 15.0 | 4320 | < th | dose independent | rect. | 9 | 1 |
| 19 | 126.50 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 8 | 1 |
| 36 | 126.50 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 9 | 1 |
| 37 | 126.50 | humidity | 50.0 | 14400 | < th | dose dependent | rect. | 8 | 1 |
| 54 | 126.62 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 9 | 1 |
| 56 | 127.19 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 7 | 1 |
| 60 | 127.26 | temperature | 20.0 | 90 | < th | dose independent | rect. | 5 | 6 |
| 92 | 128.18 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 9 | 5 |
| 93 | 128.20 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 9 | 8 |
| 109 | 128.39 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 7 | 7 |
| 124 | 128.74 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 9 | 9 |
| 131 | 128.80 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 9 | 7 |
| 133 | 128.93 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 7 | 11 |
| 135 | 128.97 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 7 | 9 |
| 183 | 129.66 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 221 | 130.05 | temperature | 15.0 | 4320 | > th | dose independent | sin | 22 | NA |
| 222 | 130.05 | temperature | 15.0 | 4320 | < th | dose independent | sin | 22 | NA |
| 283 | 130.47 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 13 | 4 |
| 286 | 130.48 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 13 | 2 |
| 318 | 130.62 | temperature | 20.0 | 90 | < th | dose independent | rect. | 5 | 12 |
| 426 | 131.28 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 13 | 1 |
| 445 | 131.38 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 10 | 1 |
| 448 | 131.38 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 10 | 1 |
| 456 | 131.42 | temperature | 15.0 | 4320 | < th | dose dependent | sin | 21 | NA |
| 473 | 131.53 | temperature | 20.0 | 90 | > th | dose independent | sin | 3 | NA |
| 497 | 131.60 | temperature | 20.0 | 90 | < th | dose independent | sin | 2 | NA |
| 538 | 131.83 | humidity | 90.0 | 30 | > th | dose dependent | rect. | 7 | 1 |
| 549 | 131.88 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 17 | 1 |
| 551 | 131.89 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 15 | 5 |
| 567 | 131.93 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 17 | 3 |
| 623 | 132.14 | temperature | 20.0 | 270 | < th | dose independent | rect. | 3 | 16 |
| 634 | 132.19 | temperature | 15.0 | 4320 | < th | dose dependent | rect. | 19 | 2 |
| 686 | 132.36 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 13 | 3 |
| 741 | 132.55 | radiation | 1.0 | 90 | < th | dose independent | rect. | 7 | 1 |
| 762 | 132.62 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 15 | 2 |
| 795 | 132.72 | temperature | 15.0 | 4320 | > th | dose independent | rect. | 19 | 1 |
| 846 | 132.83 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 9 | 9 |
| 900 | 133.00 | humidity | 80.0 | 4320 | > th | dose dependent | rect. | 11 | 1 |
| 904 | 133.02 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 10 | 8 |
| 909 | 133.04 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 15 | 2 |
| 919 | 133.08 | humidity | 90.0 | 4320 | > th | dose independent | rect. | 10 | 1 |
| 947 | 133.17 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 15 | 3 |
| 967 | 133.20 | humidity | 90.0 | 4320 | < th | dose independent | rect. | 10 | 2 |
| 977 | 133.22 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 13 | 4 |