Os01g0650000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os01g0650000 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 156.79 | 0.588 | 6.32 | -0.652 | 0.71 | -1.48 | 1.16 | 1.37 | 0.383 | 14.4 | 19.7 | 4097 | -- | -- |
| 157.33 | 0.584 | 6.28 | -0.483 | 0.794 | -1.83 | 0.908 | -- | 0.44 | 14.1 | 18.8 | 4058 | -- | -- |
| 161.38 | 0.592 | 6.31 | -0.629 | 0.717 | -1.52 | -- | 1.44 | 0.392 | 14.3 | 19.58 | 3990 | -- | -- |
| 160.89 | 0.591 | 6.26 | -0.506 | 0.723 | -1.95 | -- | -- | 0.438 | 14.4 | 18.7 | 4060 | -- | -- |
| 190.54 | 0.643 | 6.32 | -0.66 | -- | -1.4 | -- | 1.49 | 0.372 | -- | 19.67 | 4438 | -- | -- |
| 210.12 | 0.68 | 6.17 | 0.563 | 0.65 | -- | 1.29 | -- | 0.864 | 14.5 | -- | -- | -- | -- |
| 216.09 | 0.688 | 6.16 | 0.597 | 0.651 | -- | -- | -- | 0.871 | 14.3 | -- | -- | -- | -- |
| 191.18 | 0.644 | 6.26 | -0.488 | -- | -1.85 | -- | -- | 0.45 | -- | 18.8 | 4194 | -- | -- |
| 165.05 | 0.598 | 6.23 | -- | 0.721 | -1.65 | -- | -- | 0.556 | 14.4 | 18.71 | 4014 | -- | -- |
| 241.25 | 0.726 | 6.17 | 0.569 | -- | -- | -- | -- | 0.856 | -- | -- | -- | -- | -- |
| 225.49 | 0.702 | 6.18 | -- | 0.64 | -- | -- | -- | 0.805 | 14.3 | -- | -- | -- | -- |
| 195.11 | 0.651 | 6.24 | -- | -- | -1.53 | -- | -- | 0.554 | -- | 18.77 | 4169 | -- | -- |
| 249.81 | 0.738 | 6.18 | -- | -- | -- | -- | -- | 0.792 | -- | -- | -- | -- | -- |
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 | 148.78 | temperature | 20 | 4320 | < th | dose independent | rect. | 22 | 1 |
| 2 | 149.10 | temperature | 20 | 4320 | > th | dose independent | rect. | 22 | 1 |
| 5 | 149.62 | atmosphere | 1015 | 43200 | < th | dose dependent | rect. | 23 | 1 |
| 13 | 149.97 | atmosphere | 995 | 43200 | > th | dose dependent | rect. | 23 | 1 |
| 15 | 150.01 | humidity | 70 | 43200 | > th | dose independent | rect. | 16 | 5 |
| 29 | 150.37 | humidity | 70 | 43200 | < th | dose independent | rect. | 15 | 6 |
| 36 | 150.46 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 18 | 5 |
| 37 | 150.47 | humidity | 70 | 43200 | < th | dose independent | rect. | 7 | 14 |
| 45 | 150.53 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 19 | 1 |
| 48 | 150.55 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 18 | 4 |
| 52 | 150.57 | atmosphere | 1010 | 43200 | < th | dose dependent | rect. | 16 | 1 |
| 59 | 150.61 | radiation | 40 | 43200 | > th | dose independent | rect. | 10 | 2 |
| 68 | 150.63 | humidity | 70 | 43200 | > th | dose independent | rect. | 6 | 15 |
| 70 | 150.63 | atmosphere | 1010 | 43200 | < th | dose dependent | rect. | 12 | 12 |
| 77 | 150.66 | radiation | 30 | 43200 | < th | dose independent | rect. | 8 | 2 |
| 152 | 150.80 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 15 | 10 |
| 168 | 150.83 | atmosphere | 1010 | 43200 | < th | dose dependent | sin | 18 | NA |
| 180 | 150.85 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 19 | 2 |
| 183 | 150.85 | radiation | 40 | 43200 | < th | dose dependent | rect. | 3 | 2 |
| 203 | 150.89 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 8 | 17 |
| 210 | 150.90 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 8 | 16 |
| 218 | 150.91 | humidity | 60 | 43200 | > th | dose independent | rect. | 11 | 1 |
| 261 | 150.96 | atmosphere | 1015 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 262 | 150.96 | radiation | 20 | 43200 | > th | dose dependent | rect. | 9 | 1 |
| 295 | 151.00 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 23 | 1 |
| 388 | 151.10 | atmosphere | 1010 | 43200 | < th | dose independent | rect. | 23 | 1 |
| 393 | 151.10 | radiation | 40 | 43200 | < th | dose dependent | rect. | 13 | 1 |
| 490 | 151.20 | atmosphere | 995 | 43200 | > th | dose dependent | rect. | 1 | 1 |
| 541 | 151.25 | humidity | 70 | 43200 | < th | dose independent | sin | 21 | NA |
| 565 | 151.27 | radiation | 10 | 4320 | < th | dose independent | rect. | 18 | 3 |
| 574 | 151.28 | atmosphere | 1005 | 43200 | < th | dose independent | sin | 16 | NA |
| 595 | 151.29 | atmosphere | 1005 | 43200 | > th | dose independent | sin | 16 | NA |
| 647 | 151.33 | radiation | 30 | 43200 | < th | dose independent | rect. | 13 | 1 |
| 721 | 151.39 | humidity | 70 | 43200 | < th | dose independent | rect. | 7 | 4 |
| 813 | 151.45 | humidity | 60 | 43200 | > th | dose independent | rect. | 8 | 5 |
| 817 | 151.45 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 13 | 22 |
| 819 | 151.45 | atmosphere | 1010 | 43200 | < th | dose dependent | no | NA | NA |
| 828 | 151.46 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 8 | 8 |
| 861 | 151.47 | atmosphere | 995 | 43200 | > th | dose dependent | sin | 15 | NA |
| 867 | 151.47 | atmosphere | 1010 | 43200 | < th | dose dependent | rect. | 1 | 23 |
| 883 | 151.48 | atmosphere | 1010 | 43200 | < th | dose dependent | rect. | 20 | 23 |
| 891 | 151.49 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 15 | 23 |
| 892 | 151.49 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 18 | 23 |
| 904 | 151.50 | atmosphere | 1005 | 43200 | < th | dose independent | no | NA | NA |
| 907 | 151.50 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 6 | 11 |
| 952 | 151.52 | atmosphere | 1005 | 43200 | < th | dose independent | rect. | 8 | 8 |
| 976 | 151.53 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 18 | 23 |
| 990 | 151.54 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 15 | 20 |
| 994 | 151.54 | atmosphere | 1005 | 43200 | > th | dose independent | rect. | 13 | 22 |