Os11g0655800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipase, class 3 family protein.
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Os11g0655800 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 47.99 | 0.325 | 11.4 | -1.4 | 0.0472 | 0.608 | 1.41 | 0.845 | -0.0595 | 21.7 | 70 | 701 | -- | -- |
| 48.66 | 0.325 | 11.4 | -1.34 | 0.0562 | 0.628 | 1.14 | -- | -0.0422 | 22.4 | 70 | 707 | -- | -- |
| 54.01 | 0.342 | 11.4 | -1.38 | 0.0324 | 0.625 | -- | -0.165 | -0.034 | 21.3 | 70.01 | 687 | -- | -- |
| 52.64 | 0.338 | 11.4 | -1.36 | 0.16 | 0.641 | -- | -- | 0.0137 | 8.59 | 70.88 | 1844 | -- | -- |
| 54.02 | 0.342 | 11.4 | -1.39 | -- | 0.606 | -- | -0.144 | -0.046 | -- | 70.24 | 654 | -- | -- |
| 57.24 | 0.355 | 11.4 | -1.44 | 0.298 | -- | -1.03 | -- | -0.0736 | 8.26 | -- | -- | -- | -- |
| 59.48 | 0.361 | 11.4 | -1.47 | 0.339 | -- | -- | -- | -0.0764 | 6.72 | -- | -- | -- | -- |
| 53.76 | 0.342 | 11.4 | -1.37 | -- | 0.69 | -- | -- | 0.0198 | -- | 71.89 | 2085 | -- | -- |
| 101.66 | 0.47 | 11.4 | -- | 0.235 | 0.74 | -- | -- | 0.163 | 8.37 | 70.13 | 1687 | -- | -- |
| 65.48 | 0.378 | 11.4 | -1.47 | -- | -- | -- | -- | -0.0697 | -- | -- | -- | -- | -- |
| 116.78 | 0.505 | 11.4 | -- | 0.322 | -- | -- | -- | 0.0878 | 6.99 | -- | -- | -- | -- |
| 102.63 | 0.472 | 11.4 | -- | -- | 0.861 | -- | -- | 0.169 | -- | 70.37 | 1933 | -- | -- |
| 122.22 | 0.516 | 11.4 | -- | -- | -- | -- | -- | 0.093 | -- | -- | -- | -- | -- |
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 | 47.15 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 21 |
| 7 | 47.44 | humidity | 70.0 | 720 | > th | dose independent | rect. | 9 | 23 |
| 9 | 47.47 | humidity | 70.0 | 720 | < th | dose independent | rect. | 16 | 21 |
| 15 | 47.65 | humidity | 70.0 | 720 | > th | dose independent | rect. | 9 | 16 |
| 18 | 47.70 | humidity | 70.0 | 720 | > th | dose independent | rect. | 7 | 18 |
| 29 | 47.82 | humidity | 70.0 | 720 | > th | dose independent | rect. | 5 | 21 |
| 36 | 47.90 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 7 | 18 |
| 44 | 47.97 | humidity | 70.0 | 720 | > th | dose independent | rect. | 3 | 23 |
| 51 | 48.03 | humidity | 70.0 | 720 | > th | dose independent | no | NA | NA |
| 52 | 48.03 | humidity | 80.0 | 720 | < th | dose independent | rect. | 8 | 12 |
| 59 | 48.07 | humidity | 70.0 | 720 | > th | dose independent | rect. | 7 | 23 |
| 60 | 48.08 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 9 | 23 |
| 72 | 48.13 | humidity | 60.0 | 720 | > th | dose dependent | rect. | 18 | 21 |
| 95 | 48.24 | humidity | 70.0 | 720 | > th | dose independent | rect. | 19 | 23 |
| 125 | 48.30 | humidity | 70.0 | 720 | > th | dose independent | sin | 20 | NA |
| 176 | 48.37 | humidity | 70.0 | 720 | < th | dose independent | no | NA | NA |
| 257 | 48.46 | humidity | 60.0 | 720 | > th | dose dependent | no | NA | NA |
| 267 | 48.49 | humidity | 70.0 | 720 | < th | dose independent | rect. | 19 | 23 |
| 270 | 48.50 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 4 |
| 286 | 48.50 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 4 |
| 298 | 48.54 | humidity | 70.0 | 720 | < th | dose independent | sin | 23 | NA |
| 304 | 48.55 | wind | 1.0 | 14400 | > th | dose independent | rect. | 22 | 8 |
| 310 | 48.56 | humidity | 70.0 | 720 | > th | dose independent | sin | 10 | NA |
| 314 | 48.57 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 15 | 1 |
| 315 | 48.57 | humidity | 70.0 | 720 | < th | dose independent | rect. | 10 | 3 |
| 316 | 48.57 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 4 |
| 335 | 48.60 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 7 |
| 338 | 48.60 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 7 |
| 368 | 48.64 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 7 |
| 370 | 48.64 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 15 |
| 373 | 48.64 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 15 |
| 379 | 48.65 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 13 | 14 |
| 390 | 48.66 | humidity | 80.0 | 1440 | > th | dose independent | rect. | 8 | 4 |
| 407 | 48.68 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 9 | 18 |
| 413 | 48.68 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 9 | 18 |
| 432 | 48.70 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 9 | 18 |
| 435 | 48.70 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 4 |
| 436 | 48.70 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 5 | 15 |
| 440 | 48.70 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 20 |
| 442 | 48.71 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 8 | 4 |
| 457 | 48.73 | humidity | 70.0 | 720 | > th | dose independent | rect. | 22 | 23 |
| 465 | 48.74 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 22 |
| 466 | 48.74 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 22 |
| 471 | 48.74 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 22 |
| 475 | 48.75 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 16 | 1 |
| 494 | 48.77 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 15 | 2 |
| 508 | 48.78 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 16 | 1 |
| 518 | 48.79 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 18 |
| 523 | 48.79 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 18 |
| 528 | 48.80 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 18 | NA |
| 536 | 48.80 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 18 | NA |
| 550 | 48.81 | humidity | 70.0 | 1440 | > th | dose independent | rect. | 10 | 2 |
| 554 | 48.81 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 4 |
| 600 | 48.83 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 18 | NA |
| 632 | 48.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 22 | 23 |
| 633 | 48.84 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 22 | 23 |
| 634 | 48.84 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 14 | 4 |
| 635 | 48.84 | humidity | 90.0 | 14400 | < th | dose dependent | rect. | 14 | 4 |
| 645 | 48.84 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 22 | 22 |
| 647 | 48.84 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 22 | 23 |
| 651 | 48.85 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 15 |
| 654 | 48.85 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 2 | 19 |
| 660 | 48.85 | humidity | 60.0 | 720 | > th | dose dependent | sin | 20 | NA |
| 664 | 48.85 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 15 |
| 666 | 48.85 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 2 | 19 |
| 783 | 48.89 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 15 |
| 784 | 48.89 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 2 | 19 |
| 820 | 48.90 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 13 | 7 |
| 894 | 48.92 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 1 | 23 |
| 895 | 48.92 | humidity | 90.0 | 720 | < th | dose dependent | sin | 0 | NA |
| 914 | 48.92 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 1 | 23 |
| 929 | 48.93 | humidity | 90.0 | 4320 | > th | dose dependent | rect. | 6 | 4 |
| 946 | 48.94 | precipitation | 0.1 | 14400 | > th | dose independent | no | NA | NA |
| 947 | 48.94 | precipitation | 0.1 | 14400 | < th | dose independent | no | NA | NA |
| 948 | 48.94 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 19 | 1 |
| 949 | 48.94 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 13 | 1 |
| 968 | 48.94 | precipitation | 0.1 | 14400 | < th | dose dependent | no | NA | NA |