Os08g0474800
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os08g0474800 |
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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 164.1 | 0.602 | 12 | 0.166 | 3.58 | -1.04 | 0.239 | -1.21 | -0.905 | 6.61 | 66 | 4 | -- | -- |
| 169.18 | 0.606 | 12 | 0.13 | 3.59 | -1.09 | 0.107 | -- | -0.918 | 6.59 | 66 | 6 | -- | -- |
| 164.21 | 0.601 | 12 | 0.17 | 3.58 | -1.04 | -- | -1.2 | -0.91 | 6.6 | 66 | 4 | -- | -- |
| 169.2 | 0.606 | 12 | 0.123 | 3.59 | -1.09 | -- | -- | -0.92 | 6.59 | 66 | 6 | -- | -- |
| 728.47 | 1.26 | 12.1 | 0.0609 | -- | 1.72 | -- | 0.00157 | -0.64 | -- | 93.96 | 2 | -- | -- |
| 194.62 | 0.654 | 12 | 0.105 | 3.28 | -- | 0.681 | -- | -0.826 | 7.52 | -- | -- | -- | -- |
| 195.85 | 0.655 | 12 | 0.12 | 3.28 | -- | -- | -- | -0.828 | 7.48 | -- | -- | -- | -- |
| 727.05 | 1.26 | 12.1 | 0.0491 | -- | 1.77 | -- | -- | -0.64 | -- | 94 | 2 | -- | -- |
| 169.6 | 0.607 | 12 | -- | 3.59 | -1.09 | -- | -- | -0.934 | 6.58 | 66 | 6 | -- | -- |
| 770.61 | 1.3 | 12.1 | 0.17 | -- | -- | -- | -- | -0.776 | -- | -- | -- | -- | -- |
| 196.23 | 0.655 | 12 | -- | 3.28 | -- | -- | -- | -0.841 | 7.48 | -- | -- | -- | -- |
| 727.12 | 1.26 | 12.1 | -- | -- | 1.78 | -- | -- | -0.645 | -- | 94 | 2 | -- | -- |
| 771.37 | 1.3 | 12.1 | -- | -- | -- | -- | -- | -0.795 | -- | -- | -- | -- | -- |
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 | 155.80 | humidity | 50 | 90 | > th | dose dependent | rect. | 13 | 22 |
| 2 | 157.31 | humidity | 60 | 10 | > th | dose dependent | rect. | 13 | 7 |
| 3 | 157.67 | humidity | 50 | 90 | > th | dose dependent | rect. | 15 | 20 |
| 10 | 158.36 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 4 |
| 11 | 158.46 | temperature | 30 | 720 | < th | dose independent | rect. | 15 | 10 |
| 14 | 158.73 | humidity | 50 | 270 | > th | dose dependent | rect. | 13 | 19 |
| 16 | 158.87 | humidity | 70 | 10 | > th | dose independent | rect. | 12 | 8 |
| 21 | 159.06 | temperature | 30 | 270 | < th | dose independent | rect. | 14 | 18 |
| 32 | 159.57 | humidity | 60 | 270 | > th | dose independent | rect. | 14 | 18 |
| 46 | 160.04 | humidity | 70 | 90 | > th | dose independent | rect. | 13 | 6 |
| 48 | 160.08 | humidity | 60 | 10 | > th | dose dependent | rect. | 7 | 13 |
| 73 | 160.76 | humidity | 50 | 720 | > th | dose dependent | rect. | 13 | 12 |
| 138 | 161.90 | humidity | 60 | 10 | > th | dose dependent | rect. | 9 | 11 |
| 160 | 162.13 | temperature | 30 | 720 | < th | dose independent | sin | 15 | NA |
| 164 | 162.16 | temperature | 30 | 90 | < th | dose independent | rect. | 13 | 7 |
| 179 | 162.41 | humidity | 60 | 720 | > th | dose independent | rect. | 14 | 11 |
| 180 | 162.41 | humidity | 60 | 720 | > th | dose independent | rect. | 13 | 14 |
| 222 | 162.93 | humidity | 60 | 720 | > th | dose independent | rect. | 14 | 5 |
| 243 | 163.17 | humidity | 50 | 720 | > th | dose dependent | rect. | 15 | 4 |
| 244 | 163.18 | humidity | 50 | 720 | > th | dose dependent | sin | 17 | NA |
| 249 | 163.21 | humidity | 60 | 10 | > th | dose dependent | rect. | 22 | 23 |
| 259 | 163.31 | humidity | 60 | 90 | > th | dose dependent | rect. | 22 | 23 |
| 279 | 163.55 | humidity | 70 | 10 | > th | dose independent | rect. | 13 | 21 |
| 312 | 163.88 | temperature | 30 | 720 | < th | dose independent | rect. | 5 | 14 |
| 331 | 164.06 | humidity | 70 | 10 | > th | dose independent | rect. | 10 | 10 |
| 342 | 164.11 | humidity | 50 | 720 | > th | dose dependent | rect. | 13 | 7 |
| 356 | 164.21 | temperature | 30 | 720 | < th | dose independent | rect. | 22 | 21 |
| 393 | 164.47 | humidity | 70 | 10 | > th | dose independent | rect. | 13 | 19 |
| 400 | 164.50 | humidity | 50 | 10 | > th | dose dependent | sin | 21 | NA |
| 408 | 164.54 | humidity | 60 | 10 | > th | dose dependent | rect. | 15 | 23 |
| 440 | 164.75 | humidity | 60 | 720 | > th | dose independent | sin | 15 | NA |
| 448 | 164.82 | humidity | 60 | 90 | > th | dose independent | rect. | 15 | 12 |
| 453 | 164.83 | radiation | 10 | 90 | < th | dose dependent | rect. | 5 | 23 |
| 469 | 164.92 | humidity | 70 | 90 | > th | dose dependent | rect. | 5 | 23 |
| 485 | 165.04 | humidity | 90 | 90 | < th | dose independent | rect. | 11 | 14 |
| 512 | 165.21 | temperature | 30 | 720 | < th | dose independent | rect. | 22 | 19 |
| 542 | 165.33 | humidity | 60 | 10 | > th | dose dependent | no | NA | NA |
| 611 | 165.62 | humidity | 90 | 90 | < th | dose independent | sin | 22 | NA |
| 613 | 165.62 | radiation | 10 | 30 | < th | dose dependent | rect. | 10 | 7 |
| 616 | 165.63 | humidity | 50 | 90 | > th | dose dependent | rect. | 13 | 14 |
| 633 | 165.69 | temperature | 10 | 270 | > th | dose dependent | rect. | 8 | 14 |
| 679 | 165.89 | temperature | 30 | 720 | < th | dose independent | rect. | 7 | 10 |
| 701 | 166.00 | humidity | 50 | 90 | > th | dose dependent | rect. | 15 | 12 |
| 733 | 166.14 | radiation | 10 | 30 | < th | dose dependent | rect. | 13 | 4 |
| 792 | 166.45 | humidity | 60 | 10 | > th | dose dependent | rect. | 7 | 23 |
| 795 | 166.47 | humidity | 90 | 10 | < th | dose dependent | rect. | 10 | 21 |
| 802 | 166.50 | radiation | 1 | 90 | < th | dose dependent | rect. | 7 | 12 |
| 810 | 166.53 | humidity | 50 | 270 | > th | dose independent | rect. | 5 | 13 |
| 822 | 166.57 | humidity | 90 | 90 | > th | dose independent | rect. | 5 | 22 |
| 840 | 166.64 | temperature | 30 | 90 | < th | dose independent | rect. | 15 | 12 |
| 843 | 166.65 | humidity | 90 | 10 | < th | dose dependent | rect. | 10 | 16 |
| 905 | 166.90 | humidity | 60 | 720 | > th | dose independent | rect. | 22 | 19 |
| 932 | 167.02 | humidity | 70 | 10 | > th | dose independent | rect. | 7 | 13 |
| 934 | 167.02 | humidity | 60 | 10 | > th | dose dependent | rect. | 9 | 23 |
| 948 | 167.06 | humidity | 50 | 720 | > th | dose independent | rect. | 22 | 21 |
| 956 | 167.08 | radiation | 1 | 90 | < th | dose dependent | rect. | 9 | 10 |
| 974 | 167.15 | humidity | 50 | 10 | > th | dose dependent | sin | 15 | NA |
| 992 | 167.19 | temperature | 30 | 10 | < th | dose dependent | rect. | 7 | 13 |
| 999 | 167.20 | radiation | 10 | 720 | < th | dose dependent | rect. | 12 | 13 |