Os02g0465400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to 7-dehydrocholesterol reductase (EC 1.3.1.21) (7-DHC reductase) (Sterol delta-7-reductase) (Dwarf5 protein).
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Os02g0465400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to 7-dehydrocholesterol reductase (EC 1.3.1.21) (7-DHC reductase) (Sterol delta-7-reductase) (Dwarf5 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16.75 | 0.192 | 12.2 | 0.37 | 0.0338 | -0.381 | 0.752 | -0.159 | 0.411 | 1.14 | 19.97 | 1258 | -- | -- |
| 16.78 | 0.191 | 12.2 | 0.397 | 0.0308 | -0.386 | 0.724 | -- | 0.422 | 1.01 | 19.9 | 1253 | -- | -- |
| 18.15 | 0.2 | 12.2 | 0.222 | 0.22 | -0.479 | -- | -0.83 | 0.38 | 14.8 | 19.97 | 1258 | -- | -- |
| 18.86 | 0.204 | 12.2 | 0.365 | 0.227 | -0.532 | -- | -- | 0.423 | 14.7 | 19.9 | 1253 | -- | -- |
| 18.91 | 0.203 | 12.1 | 0.596 | -- | -0.403 | -- | 0.817 | 0.453 | -- | 23.7 | 1297 | -- | -- |
| 21.13 | 0.215 | 12.2 | 0.277 | 0.0211 | -- | -0.704 | -- | 0.336 | 13.3 | -- | -- | -- | -- |
| 23.12 | 0.225 | 12.2 | 0.253 | 0.035 | -- | -- | -- | 0.332 | 16.5 | -- | -- | -- | -- |
| 19.03 | 0.203 | 12.2 | 0.381 | -- | -0.355 | -- | -- | 0.415 | -- | 20.7 | 1349 | -- | -- |
| 22.12 | 0.22 | 12.2 | -- | 0.174 | -0.407 | -- | -- | 0.364 | 14.8 | 19.9 | 1253 | -- | -- |
| 23.18 | 0.225 | 12.2 | 0.252 | -- | -- | -- | -- | 0.331 | -- | -- | -- | -- | -- |
| 24.81 | 0.233 | 12.2 | -- | 0.0303 | -- | -- | -- | 0.304 | 16.8 | -- | -- | -- | -- |
| 22.42 | 0.221 | 12.2 | -- | -- | -0.252 | -- | -- | 0.349 | -- | 22.1 | 1306 | -- | -- |
| 24.86 | 0.233 | 12.2 | -- | -- | -- | -- | -- | 0.303 | -- | -- | -- | -- | -- |
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 | 14.60 | temperature | 15 | 10 | > th | dose dependent | rect. | 2 | 18 |
| 13 | 15.03 | temperature | 15 | 270 | > th | dose dependent | rect. | 24 | 19 |
| 67 | 15.76 | temperature | 20 | 720 | > th | dose dependent | rect. | 15 | 19 |
| 133 | 16.11 | temperature | 30 | 30 | < th | dose dependent | rect. | 5 | 23 |
| 180 | 16.27 | temperature | 20 | 270 | > th | dose independent | rect. | 24 | 19 |
| 195 | 16.32 | temperature | 20 | 270 | > th | dose independent | rect. | 1 | 17 |
| 202 | 16.33 | temperature | 20 | 1440 | > th | dose dependent | rect. | 17 | 1 |
| 211 | 16.36 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 1 |
| 262 | 16.46 | temperature | 10 | 270 | > th | dose dependent | rect. | 14 | 15 |
| 268 | 16.47 | temperature | 10 | 1440 | > th | dose dependent | rect. | 15 | 7 |
| 396 | 16.58 | temperature | 20 | 10 | > th | dose independent | rect. | 2 | 18 |
| 427 | 16.60 | temperature | 20 | 1440 | > th | dose dependent | sin | 16 | NA |
| 609 | 16.68 | temperature | 20 | 720 | > th | dose dependent | sin | 13 | NA |
| 699 | 16.71 | temperature | 30 | 30 | < th | dose dependent | rect. | 7 | 23 |
| 731 | 16.73 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 6 |
| 767 | 16.74 | temperature | 20 | 720 | > th | dose dependent | rect. | 21 | 14 |
| 798 | 16.76 | temperature | 30 | 1440 | < th | dose dependent | rect. | 18 | 2 |
| 836 | 16.77 | temperature | 30 | 10 | < th | dose dependent | rect. | 19 | 23 |
| 984 | 16.82 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 15 |