Os11g0129500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os11g0129500 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 276.3 | 0.781 | 3.12 | 0.0718 | 0.818 | 0.345 | -0.69 | 2.34 | 0.529 | 7.21 | 32.07 | 1229 | -- | -- |
| 276.62 | 0.775 | 3.15 | -0.267 | 0.813 | 0.621 | -0.643 | -- | 0.555 | 7.17 | 31.71 | 1249 | -- | -- |
| 277.4 | 0.776 | 3.12 | 0.067 | 0.821 | 0.348 | -- | 2.41 | 0.535 | 7.43 | 31.8 | 1218 | -- | -- |
| 277.59 | 0.776 | 3.16 | -0.314 | 0.82 | 0.621 | -- | -- | 0.535 | 7.42 | 32.1 | 1218 | -- | -- |
| 312.75 | 0.824 | 3.13 | 0.115 | -- | 0.312 | -- | 2.6 | 0.545 | -- | 31.75 | 1279 | -- | -- |
| 294.7 | 0.805 | 3.19 | -0.148 | 0.83 | -- | -0.778 | -- | 0.418 | 6.84 | -- | -- | -- | -- |
| 296.18 | 0.806 | 3.19 | -0.16 | 0.826 | -- | -- | -- | 0.421 | 7 | -- | -- | -- | -- |
| 313.3 | 0.824 | 3.18 | -0.302 | -- | 0.61 | -- | -- | 0.543 | -- | 32.37 | 1280 | -- | -- |
| 280.03 | 0.779 | 3.15 | -- | 0.819 | 0.574 | -- | -- | 0.556 | 7.42 | 32.34 | 1215 | -- | -- |
| 332.08 | 0.852 | 3.2 | -0.143 | -- | -- | -- | -- | 0.436 | -- | -- | -- | -- | -- |
| 296.85 | 0.806 | 3.18 | -- | 0.825 | -- | -- | -- | 0.438 | 7.02 | -- | -- | -- | -- |
| 315.51 | 0.827 | 3.17 | -- | -- | 0.571 | -- | -- | 0.567 | -- | 32.64 | 1257 | -- | -- |
| 332.62 | 0.851 | 3.2 | -- | -- | -- | -- | -- | 0.452 | -- | -- | -- | -- | -- |
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 | 274.30 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 15 |
| 2 | 274.67 | radiation | 30 | 1440 | < th | dose independent | rect. | 21 | 11 |
| 3 | 274.75 | wind | 1 | 90 | < th | dose independent | rect. | 4 | 2 |
| 7 | 274.95 | radiation | 20 | 1440 | > th | dose dependent | rect. | 16 | 16 |
| 8 | 275.00 | radiation | 20 | 1440 | > th | dose independent | rect. | 16 | 16 |
| 9 | 275.08 | radiation | 20 | 1440 | > th | dose dependent | rect. | 7 | 1 |
| 25 | 275.31 | radiation | 30 | 1440 | < th | dose independent | rect. | 17 | 15 |
| 26 | 275.37 | temperature | 30 | 1440 | > th | dose dependent | rect. | 17 | 17 |
| 27 | 275.39 | radiation | 30 | 1440 | > th | dose independent | rect. | 7 | 1 |
| 44 | 275.53 | radiation | 30 | 1440 | < th | dose independent | rect. | 16 | 17 |
| 56 | 275.63 | radiation | 30 | 1440 | < th | dose independent | rect. | 4 | 5 |
| 58 | 275.65 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 13 |
| 59 | 275.66 | wind | 1 | 30 | < th | dose independent | rect. | 4 | 5 |
| 61 | 275.69 | radiation | 30 | 1440 | < th | dose independent | rect. | 6 | 3 |
| 82 | 275.84 | temperature | 25 | 720 | < th | dose independent | rect. | 19 | 4 |
| 83 | 275.87 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 2 |
| 85 | 276.02 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 11 |
| 87 | 276.06 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 8 |
| 89 | 276.11 | temperature | 30 | 1440 | > th | dose independent | rect. | 18 | 16 |
| 96 | 276.33 | temperature | 20 | 30 | > th | dose dependent | rect. | 2 | 7 |
| 100 | 276.40 | humidity | 50 | 10 | < th | dose independent | rect. | 11 | 1 |
| 195 | 276.40 | humidity | 50 | 10 | < th | dose dependent | rect. | 11 | 1 |
| 326 | 276.56 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 19 |
| 327 | 276.61 | temperature | 30 | 1440 | > th | dose dependent | rect. | 17 | 2 |
| 343 | 276.62 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 13 |
| 361 | 276.84 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 4 |
| 406 | 277.16 | temperature | 30 | 1440 | > th | dose dependent | sin | 11 | NA |
| 408 | 277.20 | temperature | 30 | 1440 | > th | dose independent | rect. | 17 | 2 |
| 424 | 277.27 | wind | 3 | 30 | < th | dose dependent | rect. | 2 | 7 |
| 426 | 277.28 | wind | 3 | 30 | < th | dose dependent | rect. | 2 | 10 |
| 430 | 277.34 | wind | 1 | 30 | > th | dose independent | sin | 2 | NA |
| 435 | 277.37 | temperature | 30 | 1440 | > th | dose independent | rect. | 9 | 1 |
| 456 | 277.47 | temperature | 20 | 270 | > th | dose dependent | rect. | 1 | 7 |
| 477 | 277.50 | temperature | 20 | 30 | > th | dose dependent | rect. | 4 | 5 |
| 485 | 277.55 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 1 |
| 520 | 277.75 | wind | 1 | 10 | > th | dose independent | rect. | 9 | 23 |
| 521 | 277.76 | temperature | 30 | 1440 | < th | dose independent | rect. | 9 | 1 |
| 536 | 277.78 | wind | 1 | 90 | < th | dose independent | rect. | 4 | 8 |
| 551 | 277.83 | temperature | 30 | 720 | < th | dose dependent | rect. | 18 | 7 |
| 571 | 277.88 | temperature | 30 | 720 | < th | dose dependent | rect. | 18 | 5 |
| 577 | 277.91 | wind | 1 | 30 | < th | dose independent | rect. | 4 | 19 |
| 609 | 278.00 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 20 |
| 613 | 278.02 | temperature | 30 | 1440 | > th | dose dependent | rect. | 9 | 1 |
| 621 | 278.06 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 20 |
| 626 | 278.09 | temperature | 20 | 30 | > th | dose dependent | rect. | 17 | 16 |
| 659 | 278.19 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 8 |
| 663 | 278.21 | wind | 1 | 30 | < th | dose independent | rect. | 4 | 12 |
| 666 | 278.21 | temperature | 30 | 1440 | < th | dose independent | rect. | 20 | 14 |
| 733 | 278.38 | temperature | 30 | 1440 | > th | dose independent | sin | 11 | NA |
| 757 | 278.42 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 4 |
| 776 | 278.47 | temperature | 30 | 1440 | > th | dose dependent | no | NA | NA |
| 777 | 278.47 | temperature | 30 | 1440 | > th | dose dependent | rect. | 9 | 10 |
| 885 | 278.48 | temperature | 30 | 1440 | < th | dose independent | sin | 11 | NA |