Os01g0253900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipase, class 3 family protein.
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Os01g0253900 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 224.63 | 0.704 | 7 | 0.136 | 1.28 | 0.451 | 1.42 | 6.55 | -0.479 | 12.7 | 29.06 | 783 | -- | -- |
| 228.47 | 0.704 | 7.06 | -0.411 | 1.4 | 1.23 | 1.6 | -- | -0.466 | 12.5 | 29.38 | 757 | -- | -- |
| 232.81 | 0.711 | 7 | 0.103 | 1.28 | 0.467 | -- | 6.17 | -0.485 | 12.8 | 29.47 | 761 | -- | -- |
| 233.79 | 0.712 | 7.08 | -0.495 | 1.27 | 1.17 | -- | -- | -0.493 | 12.8 | 30.15 | 733 | -- | -- |
| 285.36 | 0.791 | 7.16 | -0.706 | -- | 1.77 | -- | -0.823 | -0.761 | -- | 25.3 | 164 | -- | -- |
| 257.64 | 0.752 | 7.11 | -0.378 | 1.23 | -- | 1.15 | -- | -0.618 | 13.6 | -- | -- | -- | -- |
| 262.83 | 0.759 | 7.11 | -0.339 | 1.24 | -- | -- | -- | -0.61 | 13.7 | -- | -- | -- | -- |
| 283.54 | 0.784 | 7.16 | -0.626 | -- | 1.73 | -- | -- | -0.784 | -- | 24.7 | 19 | -- | -- |
| 240.1 | 0.722 | 7.07 | -- | 1.25 | 1.04 | -- | -- | -0.461 | 12.9 | 30.75 | 747 | -- | -- |
| 355.98 | 0.882 | 7.12 | -0.389 | -- | -- | -- | -- | -0.638 | -- | -- | -- | -- | -- |
| 265.87 | 0.763 | 7.1 | -- | 1.24 | -- | -- | -- | -0.573 | 13.7 | -- | -- | -- | -- |
| 293.91 | 0.798 | 7.14 | -- | -- | 1.65 | -- | -- | -0.703 | -- | 24.84 | 19 | -- | -- |
| 359.98 | 0.886 | 7.11 | -- | -- | -- | -- | -- | -0.595 | -- | -- | -- | -- | -- |
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 | 214.80 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 15 | 3 |
| 2 | 214.99 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 5 |
| 4 | 215.16 | radiation | 20.0 | 43200 | < th | dose dependent | rect. | 9 | 2 |
| 5 | 215.17 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
| 6 | 215.18 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 3 |
| 7 | 215.18 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 3 |
| 13 | 215.65 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 7 | 6 |
| 15 | 215.75 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 4 |
| 22 | 216.11 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 6 |
| 30 | 216.60 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 8 |
| 32 | 216.72 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 12 | 1 |
| 62 | 217.16 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 22 |
| 87 | 217.40 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 16 | 19 |
| 91 | 217.48 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 4 |
| 93 | 217.51 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 8 |
| 94 | 217.53 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 23 |
| 97 | 217.57 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 12 |
| 110 | 217.61 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 6 |
| 118 | 217.69 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 16 | 18 |
| 120 | 217.71 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 12 | 22 |
| 122 | 217.73 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 8 |
| 146 | 217.80 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 19 | 21 |
| 148 | 217.81 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 12 |
| 151 | 217.82 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 10 |
| 156 | 217.84 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 8 | 16 |
| 157 | 217.85 | humidity | 60.0 | 14400 | > th | dose independent | sin | 21 | NA |
| 174 | 217.89 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 19 | 23 |
| 188 | 217.93 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 23 | 17 |
| 208 | 217.96 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 23 | 21 |
| 216 | 217.97 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 16 | 20 |
| 264 | 218.00 | humidity | 60.0 | 14400 | > th | dose independent | no | NA | NA |
| 297 | 218.01 | humidity | 50.0 | 14400 | > th | dose independent | sin | 11 | NA |
| 337 | 218.10 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 12 | 8 |
| 373 | 218.20 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 13 | 2 |
| 430 | 218.40 | humidity | 50.0 | 14400 | < th | dose independent | sin | 11 | NA |
| 465 | 218.51 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 19 | NA |
| 541 | 218.77 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 17 | 22 |
| 544 | 218.79 | humidity | 60.0 | 14400 | < th | dose independent | sin | 18 | NA |
| 567 | 218.84 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 579 | 218.93 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 12 | 9 |
| 583 | 218.95 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 12 | 22 |
| 587 | 218.96 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 16 | 22 |
| 603 | 219.00 | temperature | 30.0 | 720 | < th | dose independent | rect. | 1 | 19 |
| 610 | 219.02 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 8 | 12 |
| 631 | 219.05 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 9 | 11 |
| 728 | 219.16 | humidity | 70.0 | 14400 | < th | dose dependent | sin | 21 | NA |
| 732 | 219.17 | humidity | 60.0 | 14400 | < th | dose independent | no | NA | NA |
| 800 | 219.21 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 19 | 23 |
| 897 | 219.31 | humidity | 70.0 | 14400 | < th | dose dependent | no | NA | NA |
| 954 | 219.34 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 19 | 23 |