Os04g0669600
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Phospholipase/Carboxylesterase family protein.
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Os04g0669600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Phospholipase/Carboxylesterase 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 = atmosphere,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 93.46 | 0.454 | 8.57 | 0.763 | 1.35 | 0.907 | -1.15 | 2.02 | -0.00447 | 0.219 | 982.2 | 10868 | -- | -- |
| 98.18 | 0.461 | 8.53 | 1.14 | 1.34 | 1.08 | -1.12 | -- | 0.0651 | 0.211 | 980.8 | 10779 | -- | -- |
| 99.16 | 0.464 | 8.57 | 0.803 | 1.35 | 0.929 | -- | 2 | -0.00436 | 0.226 | 982.6 | 10891 | -- | -- |
| 103.63 | 0.474 | 8.52 | 1.19 | 1.35 | 1.1 | -- | -- | 0.0703 | 0.231 | 982.2 | 10782 | -- | -- |
| 212.5 | 0.679 | 8.53 | 0.875 | -- | 0.951 | -- | 2.02 | 0.0448 | -- | 988.3 | 12955 | -- | -- |
| 121.85 | 0.517 | 8.53 | 0.894 | 1.34 | -- | -1.17 | -- | 0.061 | 0.187 | -- | -- | -- | -- |
| 127.82 | 0.529 | 8.53 | 0.94 | 1.34 | -- | -- | -- | 0.0664 | 0.204 | -- | -- | -- | -- |
| 216.4 | 0.685 | 8.5 | 1.23 | -- | 1.13 | -- | -- | 0.0953 | -- | 989.7 | 11622 | -- | -- |
| 138.55 | 0.548 | 8.55 | -- | 1.36 | 0.766 | -- | -- | -0.0495 | 0.244 | 993.7 | 10860 | -- | -- |
| 241.14 | 0.726 | 8.5 | 0.984 | -- | -- | -- | -- | 0.0867 | -- | -- | -- | -- | -- |
| 151.13 | 0.575 | 8.55 | -- | 1.35 | -- | -- | -- | -0.0383 | 0.241 | -- | -- | -- | -- |
| 254 | 0.742 | 8.53 | -- | -- | 0.78 | -- | -- | -0.0358 | -- | 989.7 | 11618 | -- | -- |
| 266.68 | 0.762 | 8.52 | -- | -- | -- | -- | -- | -0.0225 | -- | -- | -- | -- | -- |
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 | 88.36 | wind | 7 | 14400 | > th | dose independent | rect. | 14 | 5 |
| 2 | 88.37 | radiation | 10 | 43200 | < th | dose dependent | rect. | 13 | 1 |
| 5 | 88.62 | wind | 7 | 14400 | < th | dose independent | rect. | 14 | 5 |
| 6 | 88.67 | radiation | 10 | 43200 | < th | dose independent | rect. | 13 | 1 |
| 11 | 88.81 | wind | 7 | 14400 | < th | dose independent | rect. | 15 | 3 |
| 15 | 88.99 | wind | 7 | 14400 | > th | dose dependent | rect. | 13 | 8 |
| 19 | 89.13 | radiation | 10 | 43200 | > th | dose independent | rect. | 13 | 1 |
| 20 | 89.16 | wind | 7 | 14400 | > th | dose dependent | rect. | 14 | 5 |
| 23 | 89.23 | wind | 3 | 14400 | > th | dose dependent | rect. | 13 | 18 |
| 61 | 90.07 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 1 |
| 94 | 90.51 | radiation | 10 | 43200 | > th | dose independent | rect. | 13 | 17 |
| 97 | 90.53 | radiation | 10 | 43200 | > th | dose independent | rect. | 13 | 5 |
| 116 | 90.57 | humidity | 60 | 43200 | > th | dose dependent | rect. | 10 | 1 |
| 126 | 90.70 | wind | 1 | 14400 | < th | dose independent | rect. | 8 | 6 |
| 129 | 90.71 | humidity | 60 | 43200 | > th | dose dependent | rect. | 13 | 1 |
| 135 | 90.77 | humidity | 70 | 43200 | < th | dose independent | rect. | 10 | 2 |
| 158 | 90.83 | humidity | 60 | 43200 | > th | dose dependent | rect. | 12 | 3 |
| 159 | 90.83 | humidity | 60 | 43200 | > th | dose dependent | rect. | 10 | 4 |
| 160 | 90.84 | humidity | 70 | 43200 | > th | dose independent | rect. | 11 | 1 |
| 166 | 90.86 | humidity | 90 | 43200 | < th | dose dependent | rect. | 10 | 1 |
| 168 | 90.88 | wind | 7 | 14400 | > th | dose dependent | rect. | 13 | 18 |
| 188 | 90.97 | humidity | 70 | 43200 | > th | dose independent | rect. | 18 | 20 |
| 210 | 91.04 | radiation | 10 | 43200 | > th | dose independent | sin | 16 | NA |
| 212 | 91.06 | humidity | 70 | 43200 | < th | dose independent | rect. | 9 | 21 |
| 216 | 91.07 | humidity | 70 | 43200 | < th | dose independent | rect. | 18 | 21 |
| 219 | 91.08 | wind | 1 | 43200 | < th | dose dependent | rect. | 10 | 1 |
| 226 | 91.09 | humidity | 70 | 43200 | < th | dose independent | rect. | 16 | 23 |
| 238 | 91.11 | humidity | 70 | 43200 | > th | dose independent | rect. | 16 | 22 |
| 257 | 91.12 | humidity | 70 | 43200 | < th | dose independent | rect. | 22 | 17 |
| 259 | 91.12 | wind | 7 | 14400 | > th | dose independent | rect. | 13 | 18 |
| 272 | 91.15 | wind | 1 | 14400 | > th | dose independent | rect. | 8 | 6 |
| 280 | 91.16 | humidity | 70 | 43200 | < th | dose independent | rect. | 21 | 20 |
| 303 | 91.18 | humidity | 90 | 43200 | < th | dose dependent | rect. | 10 | 4 |
| 305 | 91.19 | humidity | 70 | 43200 | < th | dose independent | no | NA | NA |
| 314 | 91.20 | humidity | 70 | 43200 | < th | dose independent | rect. | 3 | 23 |
| 324 | 91.21 | humidity | 70 | 43200 | > th | dose independent | rect. | 22 | 16 |
| 363 | 91.25 | humidity | 70 | 43200 | < th | dose independent | sin | 2 | NA |
| 406 | 91.29 | humidity | 80 | 43200 | > th | dose independent | rect. | 2 | 17 |
| 413 | 91.30 | humidity | 80 | 43200 | > th | dose independent | rect. | 3 | 15 |
| 439 | 91.32 | wind | 7 | 14400 | > th | dose dependent | rect. | 14 | 1 |
| 467 | 91.36 | humidity | 70 | 43200 | > th | dose independent | rect. | 9 | 21 |
| 560 | 91.48 | humidity | 70 | 43200 | > th | dose independent | sin | 4 | NA |
| 575 | 91.49 | humidity | 70 | 43200 | > th | dose independent | rect. | 21 | 23 |
| 576 | 91.49 | wind | 1 | 43200 | < th | dose dependent | rect. | 2 | 3 |
| 579 | 91.49 | humidity | 70 | 43200 | > th | dose dependent | rect. | 2 | 16 |
| 580 | 91.50 | humidity | 70 | 43200 | > th | dose independent | no | NA | NA |
| 604 | 91.51 | humidity | 70 | 43200 | > th | dose independent | rect. | 3 | 23 |
| 623 | 91.52 | humidity | 70 | 43200 | > th | dose independent | rect. | 1 | 23 |
| 672 | 91.57 | wind | 7 | 14400 | < th | dose independent | rect. | 13 | 18 |
| 703 | 91.60 | atmosphere | 1010 | 14400 | > th | dose independent | rect. | 5 | 1 |
| 818 | 91.70 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 5 | 1 |
| 832 | 91.71 | wind | 9 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 838 | 91.71 | temperature | 25 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 857 | 91.73 | wind | 1 | 43200 | > th | dose independent | rect. | 10 | 3 |
| 874 | 91.76 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 3 |
| 878 | 91.76 | temperature | 25 | 43200 | > th | dose dependent | rect. | 4 | 3 |
| 906 | 91.80 | humidity | 80 | 43200 | > th | dose independent | sin | 19 | NA |
| 938 | 91.82 | radiation | 10 | 43200 | < th | dose dependent | sin | 19 | NA |
| 973 | 91.85 | wind | 9 | 14400 | > th | dose dependent | sin | 16 | NA |
| 975 | 91.85 | temperature | 25 | 43200 | > th | dose dependent | rect. | 20 | 12 |
| 986 | 91.87 | temperature | 30 | 43200 | < th | dose independent | rect. | 11 | 1 |