Os08g0475400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os08g0475400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase domain containing 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 74.2 | 0.405 | 10.6 | -0.287 | 0.563 | -0.664 | 0.293 | -1.33 | -0.152 | 1.38 | 64.04 | 4066 | -- | -- |
| 76.69 | 0.408 | 10.6 | -0.249 | 0.558 | -0.712 | 0.3 | -- | -0.111 | 1.33 | 64.43 | 4067 | -- | -- |
| 74.54 | 0.402 | 10.6 | -0.3 | 0.562 | -0.666 | -- | -1.38 | -0.154 | 1.4 | 64.15 | 4060 | -- | -- |
| 77.12 | 0.409 | 10.6 | -0.246 | 0.565 | -0.743 | -- | -- | -0.0979 | 1.34 | 65 | 4060 | -- | -- |
| 93.13 | 0.449 | 10.6 | -0.243 | -- | -0.834 | -- | -1.44 | -0.142 | -- | 65.01 | 3953 | -- | -- |
| 86.86 | 0.437 | 10.7 | -0.243 | 0.622 | -- | 0.444 | -- | -0.298 | 1.33 | -- | -- | -- | -- |
| 87.66 | 0.438 | 10.7 | -0.258 | 0.622 | -- | -- | -- | -0.3 | 1.35 | -- | -- | -- | -- |
| 95.57 | 0.455 | 10.6 | -0.216 | -- | -0.934 | -- | -- | -0.0912 | -- | 66 | 3959 | -- | -- |
| 78.63 | 0.413 | 10.6 | -- | 0.557 | -0.774 | -- | -- | -0.0683 | 1.36 | 64.5 | 4061 | -- | -- |
| 111.49 | 0.493 | 10.7 | -0.234 | -- | -- | -- | -- | -0.287 | -- | -- | -- | -- | -- |
| 89.42 | 0.442 | 10.7 | -- | 0.617 | -- | -- | -- | -0.272 | 1.33 | -- | -- | -- | -- |
| 96.81 | 0.458 | 10.6 | -- | -- | -0.946 | -- | -- | -0.0632 | -- | 65.07 | 3965 | -- | -- |
| 112.93 | 0.496 | 10.7 | -- | -- | -- | -- | -- | -0.262 | -- | -- | -- | -- | -- |
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 | 73.81 | wind | 9 | 43200 | > th | dose dependent | rect. | 12 | 1 |
| 2 | 74.05 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 17 |
| 3 | 74.06 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 17 |
| 5 | 74.39 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 2 |
| 7 | 74.45 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 2 |
| 9 | 74.50 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 12 |
| 14 | 74.52 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 5 |
| 15 | 74.52 | humidity | 60 | 14400 | > th | dose independent | rect. | 16 | 9 |
| 24 | 74.73 | humidity | 60 | 14400 | < th | dose independent | rect. | 16 | 5 |
| 36 | 74.82 | humidity | 60 | 14400 | < th | dose dependent | rect. | 16 | 18 |
| 41 | 75.08 | humidity | 60 | 14400 | < th | dose independent | sin | 12 | NA |
| 42 | 75.09 | humidity | 70 | 14400 | < th | dose dependent | rect. | 17 | 16 |
| 61 | 75.32 | humidity | 60 | 14400 | < th | dose dependent | sin | 11 | NA |
| 65 | 75.43 | humidity | 60 | 14400 | > th | dose independent | sin | 12 | NA |
| 66 | 75.43 | humidity | 60 | 4320 | < th | dose dependent | rect. | 15 | 4 |
| 99 | 75.56 | humidity | 70 | 4320 | < th | dose dependent | rect. | 17 | 3 |
| 129 | 75.64 | wind | 9 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 135 | 75.76 | humidity | 60 | 4320 | > th | dose independent | rect. | 12 | 2 |
| 156 | 75.86 | humidity | 60 | 4320 | > th | dose independent | sin | 14 | NA |
| 171 | 75.88 | humidity | 60 | 4320 | > th | dose independent | rect. | 12 | 7 |
| 175 | 75.88 | humidity | 60 | 4320 | > th | dose independent | rect. | 12 | 13 |
| 223 | 76.12 | humidity | 60 | 4320 | > th | dose independent | rect. | 17 | 22 |
| 330 | 76.41 | wind | 9 | 43200 | < th | dose independent | rect. | 12 | 2 |
| 331 | 76.41 | humidity | 60 | 4320 | < th | dose independent | rect. | 12 | 7 |
| 372 | 76.46 | humidity | 80 | 1440 | > th | dose dependent | rect. | 7 | 5 |
| 410 | 76.54 | humidity | 70 | 4320 | < th | dose independent | rect. | 9 | 3 |
| 411 | 76.55 | humidity | 60 | 4320 | < th | dose independent | rect. | 12 | 1 |
| 510 | 76.71 | humidity | 60 | 4320 | > th | dose independent | no | NA | NA |
| 528 | 76.71 | humidity | 60 | 4320 | > th | dose independent | rect. | 2 | 17 |
| 591 | 76.72 | humidity | 70 | 4320 | < th | dose independent | rect. | 10 | 1 |
| 618 | 76.72 | humidity | 70 | 4320 | < th | dose dependent | rect. | 10 | 10 |
| 726 | 76.85 | wind | 9 | 43200 | > th | dose dependent | rect. | 11 | 3 |
| 763 | 76.90 | humidity | 60 | 4320 | > th | dose independent | rect. | 23 | 16 |
| 771 | 76.91 | humidity | 60 | 4320 | > th | dose independent | rect. | 3 | 12 |
| 831 | 77.00 | humidity | 70 | 4320 | < th | dose independent | rect. | 18 | 14 |
| 850 | 77.01 | humidity | 60 | 4320 | < th | dose independent | rect. | 17 | 22 |
| 938 | 77.09 | humidity | 70 | 4320 | < th | dose dependent | no | NA | NA |