Os06g0725100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os06g0725100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Lipolytic enzyme, G-D-S-L 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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 137.45 | 0.551 | 2.78 | 0.319 | 0.0223 | -2.12 | -0.576 | 13.6 | 0.141 | 3.38 | 48.16 | 379 | -- | -- |
| 168.05 | 0.608 | 2.84 | 0.241 | 0.0442 | -0.359 | 1.28 | -- | 0.133 | 16.1 | 40.99 | 183 | -- | -- |
| 138.41 | 0.548 | 2.77 | 0.315 | 0.035 | -1.88 | -- | 13.3 | 0.152 | 4.73 | 48.3 | 376 | -- | -- |
| 172.39 | 0.616 | 2.84 | 0.223 | 0.0424 | 0.309 | -- | -- | 0.144 | 13.6 | 48.3 | 376 | -- | -- |
| 138.47 | 0.548 | 2.77 | 0.329 | -- | -2.08 | -- | 13.7 | 0.147 | -- | 48.33 | 376 | -- | -- |
| 168.42 | 0.608 | 2.84 | 0.228 | 0.0378 | -- | 1.26 | -- | 0.135 | 16.2 | -- | -- | -- | -- |
| 172.79 | 0.616 | 2.84 | 0.241 | 0.0542 | -- | -- | -- | 0.141 | 13.7 | -- | -- | -- | -- |
| 139.49 | 0.55 | 2.83 | 0.0618 | -- | 3.58 | -- | -- | 0.169 | -- | 46.74 | 377 | -- | -- |
| 141.5 | 0.554 | 2.86 | -- | 0.0113 | 3.44 | -- | -- | 0.0193 | 1.33 | 45 | 354 | -- | -- |
| 172.97 | 0.615 | 2.84 | 0.239 | -- | -- | -- | -- | 0.14 | -- | -- | -- | -- | -- |
| 174.33 | 0.618 | 2.84 | -- | 0.0498 | -- | -- | -- | 0.115 | 13.6 | -- | -- | -- | -- |
| 139.51 | 0.55 | 2.84 | -- | -- | 3.6 | -- | -- | 0.153 | -- | 46.57 | 377 | -- | -- |
| 174.48 | 0.617 | 2.85 | -- | -- | -- | -- | -- | 0.114 | -- | -- | -- | -- | -- |
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 | 139.11 | humidity | 50 | 270 | < th | dose independent | sin | 13 | NA |
| 2 | 139.43 | humidity | 50 | 270 | < th | dose independent | rect. | 13 | 4 |
| 23 | 139.75 | humidity | 50 | 270 | < th | dose dependent | sin | 13 | NA |
| 24 | 139.78 | humidity | 50 | 270 | > th | dose independent | sin | 13 | NA |
| 25 | 139.80 | humidity | 50 | 270 | < th | dose independent | rect. | 15 | 2 |
| 42 | 139.88 | humidity | 50 | 270 | < th | dose dependent | rect. | 13 | 4 |
| 67 | 140.32 | humidity | 50 | 270 | < th | dose dependent | rect. | 15 | 2 |
| 263 | 145.10 | humidity | 50 | 270 | < th | dose dependent | no | NA | NA |
| 405 | 145.38 | wind | 1 | 10 | < th | dose independent | rect. | 14 | 4 |
| 546 | 146.97 | humidity | 50 | 270 | < th | dose independent | no | NA | NA |
| 668 | 147.09 | humidity | 50 | 270 | < th | dose dependent | sin | 7 | NA |
| 671 | 147.11 | wind | 1 | 270 | < th | dose independent | rect. | 15 | 2 |
| 675 | 147.23 | wind | 1 | 270 | < th | dose dependent | rect. | 16 | 1 |
| 697 | 147.60 | humidity | 50 | 14400 | < th | dose independent | rect. | 12 | 1 |
| 707 | 148.20 | humidity | 50 | 720 | < th | dose independent | rect. | 11 | 1 |
| 747 | 148.42 | humidity | 50 | 14400 | < th | dose dependent | rect. | 12 | 2 |
| 748 | 148.43 | humidity | 50 | 14400 | < th | dose dependent | rect. | 12 | 4 |
| 750 | 148.45 | humidity | 50 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 756 | 148.60 | humidity | 50 | 14400 | > th | dose independent | rect. | 12 | 1 |
| 761 | 148.73 | wind | 7 | 14400 | < th | dose independent | rect. | 24 | 1 |
| 763 | 148.75 | wind | 5 | 14400 | > th | dose dependent | rect. | 24 | 1 |
| 776 | 148.99 | temperature | 30 | 270 | > th | dose independent | rect. | 15 | 1 |
| 778 | 149.02 | wind | 7 | 14400 | > th | dose independent | rect. | 24 | 1 |
| 802 | 149.12 | humidity | 50 | 14400 | < th | dose dependent | rect. | 12 | 21 |
| 874 | 149.46 | humidity | 50 | 270 | > th | dose independent | no | NA | NA |
| 877 | 149.48 | humidity | 50 | 14400 | < th | dose dependent | sin | 0 | NA |
| 933 | 149.54 | humidity | 50 | 14400 | < th | dose dependent | rect. | 15 | 23 |
| 946 | 149.65 | humidity | 50 | 14400 | < th | dose dependent | no | NA | NA |