Os01g0651800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipase, class 3 family protein.
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Os01g0651800 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 418.66 | 0.961 | 3.78 | -2.97 | 0.915 | 1.04 | -2.08 | -4.5 | -1.11 | 7.67 | 22.15 | 1651 | -- | -- |
| 431.88 | 0.968 | 3.63 | -1.67 | 0.861 | 0.995 | -1.98 | -- | -0.734 | 7.99 | 7.452 | 1415 | -- | -- |
| 430.23 | 0.966 | 3.78 | -2.99 | 0.867 | 0.996 | -- | -4.21 | -1.09 | 8.03 | 22.09 | 1493 | -- | -- |
| 442.11 | 0.979 | 3.63 | -1.75 | 0.867 | 1.06 | -- | -- | -0.759 | 8.39 | 13.8 | 1268 | -- | -- |
| 470.83 | 1.01 | 3.79 | -2.94 | -- | 0.997 | -- | -4.1 | -1.07 | -- | 22.19 | 1427 | -- | -- |
| 448.82 | 0.993 | 3.59 | -1.38 | 0.856 | -- | -1.99 | -- | -0.57 | 7.72 | -- | -- | -- | -- |
| 459.95 | 1 | 3.59 | -1.43 | 0.853 | -- | -- | -- | -0.566 | 7.92 | -- | -- | -- | -- |
| 481.4 | 1.02 | 3.65 | -1.75 | -- | 1.03 | -- | -- | -0.745 | -- | 14.16 | 1419 | -- | -- |
| 510.84 | 1.05 | 3.56 | -- | 0.86 | 0.277 | -- | -- | -0.473 | 8.04 | 22.45 | 1265 | -- | -- |
| 499.58 | 1.04 | 3.61 | -1.42 | -- | -- | -- | -- | -0.555 | -- | -- | -- | -- | -- |
| 513.64 | 1.06 | 3.55 | -- | 0.844 | -- | -- | -- | -0.407 | 8.04 | -- | -- | -- | -- |
| 549.7 | 1.09 | 3.57 | -- | -- | 0.251 | -- | -- | -0.415 | -- | 25.3 | 1387 | -- | -- |
| 552.62 | 1.1 | 3.57 | -- | -- | -- | -- | -- | -0.397 | -- | -- | -- | -- | -- |
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 | 414.81 | humidity | 90 | 14400 | > th | dose dependent | rect. | 20 | 8 |
| 20 | 416.13 | temperature | 10 | 270 | > th | dose dependent | rect. | 5 | 15 |
| 21 | 416.19 | temperature | 25 | 270 | < th | dose independent | rect. | 7 | 21 |
| 27 | 416.66 | temperature | 25 | 270 | < th | dose independent | rect. | 9 | 15 |
| 35 | 417.03 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 6 |
| 45 | 417.28 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 4 |
| 49 | 417.37 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 2 |
| 58 | 417.51 | temperature | 25 | 90 | < th | dose independent | rect. | 19 | 21 |
| 59 | 417.52 | humidity | 90 | 14400 | > th | dose dependent | sin | 12 | NA |
| 104 | 418.18 | temperature | 15 | 30 | > th | dose dependent | rect. | 7 | 16 |
| 114 | 418.35 | temperature | 25 | 90 | > th | dose independent | rect. | 11 | 23 |
| 180 | 419.04 | temperature | 10 | 720 | > th | dose dependent | rect. | 24 | 19 |
| 190 | 419.21 | temperature | 25 | 1440 | > th | dose dependent | sin | 18 | NA |
| 219 | 419.42 | temperature | 10 | 720 | > th | dose dependent | rect. | 22 | 21 |
| 230 | 419.52 | temperature | 25 | 1440 | > th | dose independent | rect. | 11 | 12 |
| 250 | 419.66 | temperature | 25 | 1440 | < th | dose independent | rect. | 11 | 12 |
| 251 | 419.66 | temperature | 20 | 1440 | > th | dose dependent | rect. | 18 | 1 |
| 267 | 419.76 | temperature | 30 | 720 | < th | dose dependent | rect. | 19 | 20 |
| 298 | 419.92 | temperature | 25 | 1440 | > th | dose independent | rect. | 7 | 16 |
| 330 | 420.09 | temperature | 25 | 1440 | < th | dose independent | rect. | 7 | 16 |
| 340 | 420.13 | temperature | 25 | 1440 | > th | dose independent | rect. | 7 | 13 |
| 349 | 420.16 | temperature | 25 | 1440 | < th | dose independent | rect. | 6 | 14 |
| 355 | 420.17 | temperature | 10 | 270 | > th | dose dependent | rect. | 24 | 22 |
| 371 | 420.23 | temperature | 25 | 1440 | > th | dose independent | sin | 21 | NA |
| 375 | 420.26 | temperature | 25 | 1440 | < th | dose independent | rect. | 11 | 2 |
| 424 | 420.42 | temperature | 25 | 1440 | < th | dose independent | sin | 21 | NA |
| 425 | 420.42 | temperature | 25 | 1440 | > th | dose independent | rect. | 11 | 9 |
| 452 | 420.49 | temperature | 15 | 1440 | > th | dose dependent | rect. | 11 | 4 |
| 496 | 420.60 | temperature | 25 | 90 | < th | dose independent | rect. | 21 | 19 |
| 563 | 420.81 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 21 |
| 564 | 420.82 | temperature | 25 | 1440 | > th | dose independent | rect. | 10 | 4 |
| 586 | 420.88 | temperature | 25 | 1440 | > th | dose independent | rect. | 7 | 8 |
| 614 | 420.95 | temperature | 25 | 270 | > th | dose independent | rect. | 1 | 22 |
| 618 | 420.96 | temperature | 25 | 1440 | > th | dose independent | rect. | 11 | 2 |
| 625 | 420.97 | temperature | 25 | 1440 | < th | dose independent | rect. | 6 | 9 |
| 646 | 421.02 | temperature | 10 | 270 | > th | dose dependent | rect. | 11 | 23 |
| 655 | 421.03 | temperature | 30 | 270 | < th | dose dependent | rect. | 7 | 22 |
| 670 | 421.07 | temperature | 25 | 1440 | < th | dose independent | rect. | 7 | 7 |
| 690 | 421.11 | humidity | 90 | 14400 | > th | dose independent | rect. | 19 | 10 |
| 815 | 421.35 | temperature | 10 | 720 | > th | dose dependent | rect. | 16 | 21 |
| 861 | 421.43 | temperature | 25 | 90 | < th | dose independent | rect. | 9 | 23 |
| 862 | 421.43 | temperature | 15 | 720 | > th | dose dependent | sin | 3 | NA |
| 912 | 421.49 | temperature | 30 | 270 | < th | dose dependent | rect. | 8 | 16 |
| 962 | 421.55 | radiation | 1 | 1440 | > th | dose independent | rect. | 8 | 2 |
| 984 | 421.57 | radiation | 1 | 1440 | < th | dose dependent | rect. | 7 | 7 |
| 987 | 421.57 | radiation | 1 | 270 | < th | dose dependent | rect. | 19 | 19 |