Os01g0354200
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Delta(14)-sterol reductase (EC 1.3.1.70) (C-14 sterol reductase) (Sterol C14-reductase) (FACKEL protein).
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Os01g0354200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Delta(14)-sterol reductase (EC 1.3.1.70) (C-14 sterol reductase) (Sterol C14-reductase) (FACKEL 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 142.47 | 0.561 | 6.54 | -2.98 | 0.512 | 1.02 | 1.16 | 3.44 | -0.566 | 2.85 | 18.93 | 4033 | -- | -- |
| 152.99 | 0.581 | 6.41 | -2.72 | 0.4 | 0.143 | 1 | -- | -0.45 | 2.88 | 24.99 | 2505 | -- | -- |
| 146.76 | 0.564 | 6.54 | -2.98 | 0.512 | 1.03 | -- | 3.34 | -0.564 | 2.32 | 19 | 4032 | -- | -- |
| 155.27 | 0.58 | 6.41 | -2.69 | 0.551 | 0.265 | -- | -- | -0.439 | 2.33 | 24.6 | 1216 | -- | -- |
| 161.58 | 0.592 | 6.55 | -2.97 | -- | 1.05 | -- | 3.47 | -0.564 | -- | 18.9 | 4676 | -- | -- |
| 154.39 | 0.583 | 6.43 | -2.75 | 0.493 | -- | 1.01 | -- | -0.526 | 2.77 | -- | -- | -- | -- |
| 157.68 | 0.588 | 6.44 | -2.77 | 0.494 | -- | -- | -- | -0.531 | 2.28 | -- | -- | -- | -- |
| 163.45 | 0.598 | 6.4 | -2.69 | -- | 0.306 | -- | -- | -0.364 | -- | 24.9 | 1739 | -- | -- |
| 198.55 | 0.656 | 6.21 | -- | 0.48 | 1.89 | -- | -- | 0.333 | 4.49 | 19.4 | 47520 | -- | -- |
| 172.19 | 0.613 | 6.43 | -2.75 | -- | -- | -- | -- | -0.519 | -- | -- | -- | -- | -- |
| 359.81 | 0.887 | 6.37 | -- | 0.441 | -- | -- | -- | -0.222 | 2.16 | -- | -- | -- | -- |
| 208.7 | 0.673 | 6.24 | -- | -- | 1.96 | -- | -- | 0.315 | -- | 19.32 | 47520 | -- | -- |
| 371.45 | 0.9 | 6.36 | -- | -- | -- | -- | -- | -0.214 | -- | -- | -- | -- | -- |
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 | 140.86 | humidity | 80.0 | 4320 | > th | dose independent | rect. | 21 | 1 |
| 2 | 141.00 | humidity | 80.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
| 3 | 141.06 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 4 |
| 4 | 141.07 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 21 | 6 |
| 6 | 141.11 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 1 | 1 |
| 8 | 141.19 | temperature | 20.0 | 4320 | < th | dose dependent | rect. | 1 | 1 |
| 9 | 141.24 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 4 |
| 12 | 141.27 | atmosphere | 1010.0 | 1440 | > th | dose dependent | rect. | 1 | 1 |
| 24 | 141.47 | humidity | 60.0 | 4320 | < th | dose independent | rect. | 16 | 1 |
| 30 | 141.51 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
| 33 | 141.55 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 1 |
| 43 | 141.71 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 24 | 2 |
| 50 | 141.79 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 18 | 15 |
| 53 | 141.84 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 16 | 2 |
| 59 | 141.93 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 72 | 142.00 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 82 | 142.08 | humidity | 70.0 | 4320 | > th | dose independent | rect. | 18 | 15 |
| 83 | 142.09 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 19 | 14 |
| 88 | 142.19 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 16 | 4 |
| 92 | 142.20 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 16 | 13 |
| 97 | 142.22 | humidity | 60.0 | 4320 | > th | dose independent | rect. | 16 | 8 |
| 132 | 142.45 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 18 | 13 |
| 139 | 142.50 | temperature | 20.0 | 4320 | < th | dose independent | sin | 12 | NA |
| 198 | 142.75 | humidity | 80.0 | 4320 | < th | dose dependent | sin | 11 | NA |
| 206 | 142.78 | temperature | 20.0 | 4320 | > th | dose independent | sin | 12 | NA |
| 310 | 143.06 | humidity | 70.0 | 4320 | < th | dose dependent | rect. | 17 | 1 |
| 317 | 143.07 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 20 | 1 |
| 327 | 143.11 | temperature | 20.0 | 4320 | < th | dose dependent | sin | 9 | NA |
| 343 | 143.16 | humidity | 90.0 | 720 | < th | dose independent | rect. | 15 | 2 |
| 349 | 143.17 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 19 | 5 |
| 370 | 143.22 | humidity | 60.0 | 4320 | > th | dose independent | sin | 12 | NA |
| 385 | 143.25 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 6 | 1 |
| 402 | 143.29 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 6 | 1 |
| 443 | 143.35 | humidity | 70.0 | 4320 | < th | dose dependent | rect. | 16 | 4 |
| 465 | 143.38 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 4 | 7 |
| 580 | 143.56 | humidity | 60.0 | 4320 | < th | dose independent | sin | 12 | NA |
| 645 | 143.68 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 7 | 1 |
| 653 | 143.69 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 5 | 3 |
| 654 | 143.69 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 16 | 12 |
| 686 | 143.74 | wind | 3.0 | 4320 | > th | dose independent | rect. | 19 | 3 |
| 717 | 143.76 | humidity | 80.0 | 4320 | < th | dose dependent | rect. | 18 | 9 |
| 730 | 143.78 | wind | 5.0 | 10 | < th | dose independent | rect. | 17 | 11 |
| 767 | 143.80 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 4 | 12 |
| 776 | 143.82 | humidity | 70.0 | 4320 | < th | dose independent | rect. | 18 | 1 |
| 788 | 143.83 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 21 | 22 |
| 867 | 143.93 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 16 |
| 907 | 143.98 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 21 | 22 |
| 908 | 143.98 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 21 | 22 |
| 912 | 143.98 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 21 | 22 |
| 922 | 144.00 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 6 | 23 |
| 938 | 144.01 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 20 |
| 941 | 144.02 | temperature | 20.0 | 4320 | < th | dose independent | no | NA | NA |
| 948 | 144.02 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 24 | 19 |