Os03g0365800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os03g0365800 |
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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 159.64 | 0.594 | 2.69 | 0.192 | 0.0491 | -1.4 | 0.81 | 5.56 | -0.0236 | 14 | 49.25 | 4357 | -- | -- |
| 170.32 | 0.608 | 2.81 | 0.225 | 0.0431 | -0.293 | 0.668 | -- | -0.0666 | 15.2 | 62 | 953 | -- | -- |
| 162.15 | 0.593 | 2.69 | 0.223 | 0.0447 | -1.4 | -- | 5.52 | -0.0193 | 14 | 49.2 | 4366 | -- | -- |
| 171.83 | 0.611 | 2.81 | 0.245 | 0.065 | -0.345 | -- | -- | -0.0623 | 17.7 | 59.41 | 954 | -- | -- |
| 162.27 | 0.593 | 2.69 | 0.197 | -- | -1.35 | -- | 5.42 | -0.0195 | -- | 48.87 | 4356 | -- | -- |
| 171.39 | 0.614 | 2.8 | 0.175 | 0.0638 | -- | 0.71 | -- | -0.0318 | 14.2 | -- | -- | -- | -- |
| 173.23 | 0.616 | 2.8 | 0.195 | 0.0725 | -- | -- | -- | -0.0273 | 15.7 | -- | -- | -- | -- |
| 172.03 | 0.611 | 2.81 | 0.244 | -- | -0.345 | -- | -- | -0.0622 | -- | 59 | 967 | -- | -- |
| 173.32 | 0.613 | 2.81 | -- | 0.0625 | -0.252 | -- | -- | -0.0823 | 17.6 | 62 | 954 | -- | -- |
| 173.52 | 0.616 | 2.8 | 0.192 | -- | -- | -- | -- | -0.0292 | -- | -- | -- | -- | -- |
| 174.23 | 0.617 | 2.8 | -- | 0.0686 | -- | -- | -- | -0.049 | 15.7 | -- | -- | -- | -- |
| 173.52 | 0.614 | 2.81 | -- | -- | -0.253 | -- | -- | -0.083 | -- | 61.35 | 967 | -- | -- |
| 174.49 | 0.617 | 2.8 | -- | -- | -- | -- | -- | -0.0505 | -- | -- | -- | -- | -- |
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 | 147.28 | humidity | 60.0 | 90 | < th | dose dependent | rect. | 9 | 1 |
| 16 | 147.87 | humidity | 60.0 | 90 | < th | dose independent | rect. | 9 | 1 |
| 31 | 150.47 | temperature | 20.0 | 90 | < th | dose independent | rect. | 8 | 11 |
| 36 | 151.22 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 10 |
| 42 | 151.27 | wind | 7.0 | 10 | > th | dose dependent | rect. | 19 | 10 |
| 47 | 151.28 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 3 |
| 52 | 151.28 | wind | 7.0 | 10 | > th | dose dependent | rect. | 19 | 3 |
| 57 | 151.29 | wind | 7.0 | 10 | > th | dose independent | rect. | 19 | 1 |
| 58 | 151.29 | temperature | 20.0 | 90 | < th | dose independent | rect. | 18 | 1 |
| 62 | 151.29 | wind | 7.0 | 10 | > th | dose dependent | rect. | 19 | 1 |
| 63 | 151.29 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 18 | 1 |
| 89 | 151.43 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 8 | 12 |
| 149 | 153.63 | wind | 7.0 | 720 | > th | dose dependent | rect. | 23 | 10 |
| 164 | 153.87 | wind | 5.0 | 720 | > th | dose dependent | rect. | 24 | 6 |
| 176 | 153.99 | wind | 5.0 | 720 | > th | dose independent | rect. | 24 | 5 |
| 185 | 154.30 | wind | 7.0 | 720 | > th | dose independent | rect. | 23 | 9 |
| 206 | 154.45 | wind | 3.0 | 720 | > th | dose dependent | rect. | 1 | 1 |
| 253 | 155.20 | humidity | 50.0 | 10 | < th | dose independent | rect. | 11 | 1 |
| 345 | 155.20 | humidity | 50.0 | 10 | < th | dose dependent | rect. | 11 | 1 |
| 463 | 155.63 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 24 | 1 |
| 464 | 155.63 | precipitation | 0.1 | 720 | > th | dose dependent | rect. | 24 | 1 |
| 468 | 155.69 | wind | 5.0 | 720 | < th | dose independent | rect. | 23 | 8 |
| 470 | 155.71 | humidity | 50.0 | 4320 | < th | dose dependent | rect. | 12 | 2 |
| 484 | 156.14 | wind | 5.0 | 90 | > th | dose dependent | rect. | 18 | 2 |
| 528 | 157.53 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 13 | 10 |
| 535 | 157.76 | precipitation | 0.1 | 90 | > th | dose independent | rect. | 13 | 1 |
| 538 | 157.76 | precipitation | 0.1 | 90 | > th | dose dependent | rect. | 13 | 1 |
| 542 | 157.80 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 8 | 1 |
| 546 | 157.86 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 8 | 1 |
| 549 | 157.87 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 9 | 1 |
| 559 | 158.10 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 14 | 1 |
| 573 | 158.27 | wind | 5.0 | 4320 | < th | dose independent | rect. | 24 | 1 |
| 574 | 158.27 | radiation | 10.0 | 10 | < th | dose independent | rect. | 14 | 1 |
| 601 | 158.35 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 24 | 1 |
| 603 | 158.39 | atmosphere | 1015.0 | 4320 | < th | dose independent | rect. | 16 | 4 |
| 605 | 158.44 | wind | 5.0 | 4320 | > th | dose independent | rect. | 24 | 1 |
| 650 | 158.89 | atmosphere | 1015.0 | 4320 | > th | dose dependent | rect. | 13 | 5 |
| 652 | 158.90 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 14 | 3 |
| 718 | 159.07 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 12 | 1 |
| 725 | 159.10 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 23 | 1 |
| 727 | 159.10 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 23 | 1 |
| 760 | 159.20 | atmosphere | 1015.0 | 4320 | > th | dose independent | rect. | 13 | 7 |
| 908 | 159.55 | humidity | 50.0 | 4320 | < th | dose independent | rect. | 12 | 1 |
| 910 | 159.55 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 12 | 3 |
| 932 | 159.59 | humidity | 50.0 | 4320 | < th | dose dependent | sin | 15 | NA |
| 963 | 159.66 | humidity | 50.0 | 4320 | < th | dose independent | rect. | 12 | 3 |
| 974 | 159.69 | humidity | 50.0 | 4320 | > th | dose independent | rect. | 12 | 1 |
| 977 | 159.69 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |