Os02g0740400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os02g0740400 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 287.36 | 0.796 | 3.32 | -1.09 | 0.249 | 1.16 | 1.58 | -3.41 | -0.397 | 5.56 | 90.28 | 6 | -- | -- |
| 299.59 | 0.812 | 3.32 | -0.985 | 0.264 | 1.28 | 2.88 | -- | -0.408 | 3.74 | 128.1 | 2 | -- | -- |
| 291.93 | 0.802 | 3.32 | -1.09 | 0.231 | 1.09 | -- | -4 | -0.407 | 6.94 | 90.28 | 6 | -- | -- |
| 321.54 | 0.841 | 3.32 | -1.04 | 0.238 | 0.926 | -- | -- | -0.402 | 7.58 | 90.28 | 6 | -- | -- |
| 294.19 | 0.799 | 3.32 | -1.06 | -- | 1.03 | -- | -4.06 | -0.362 | -- | 85.09 | 2 | -- | -- |
| 316.55 | 0.834 | 3.31 | -0.95 | 0.448 | -- | -2.21 | -- | -0.384 | 14.2 | -- | -- | -- | -- |
| 332.13 | 0.853 | 3.32 | -1.02 | 0.481 | -- | -- | -- | -0.4 | 12.3 | -- | -- | -- | -- |
| 324 | 0.842 | 3.32 | -1.05 | -- | 0.942 | -- | -- | -0.372 | -- | 85 | 5 | -- | -- |
| 349.57 | 0.876 | 3.3 | -- | 0.244 | 0.945 | -- | -- | -0.305 | 7.82 | 99.27 | 5 | -- | -- |
| 346.64 | 0.87 | 3.33 | -1.03 | -- | -- | -- | -- | -0.407 | -- | -- | -- | -- | -- |
| 359.37 | 0.887 | 3.29 | -- | 0.495 | -- | -- | -- | -0.286 | 12.4 | -- | -- | -- | -- |
| 352.65 | 0.877 | 3.3 | -- | -- | 0.905 | -- | -- | -0.295 | -- | 93 | 5 | -- | -- |
| 374.78 | 0.904 | 3.3 | -- | -- | -- | -- | -- | -0.293 | -- | -- | -- | -- | -- |
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 | 277.23 | humidity | 90 | 10 | < th | dose dependent | rect. | 11 | 10 |
| 9 | 279.47 | radiation | 20 | 30 | > th | dose independent | rect. | 11 | 1 |
| 15 | 280.54 | humidity | 80 | 90 | < th | dose independent | rect. | 10 | 9 |
| 27 | 281.72 | humidity | 90 | 10 | < th | dose dependent | rect. | 11 | 18 |
| 29 | 281.83 | humidity | 80 | 10 | < th | dose independent | rect. | 11 | 9 |
| 35 | 281.96 | humidity | 90 | 10 | < th | dose dependent | sin | 21 | NA |
| 38 | 282.00 | humidity | 70 | 30 | < th | dose independent | rect. | 11 | 1 |
| 58 | 282.66 | humidity | 70 | 30 | < th | dose independent | rect. | 11 | 3 |
| 77 | 283.38 | humidity | 80 | 270 | < th | dose independent | rect. | 7 | 11 |
| 78 | 283.39 | humidity | 80 | 270 | < th | dose independent | rect. | 3 | 15 |
| 97 | 283.76 | radiation | 10 | 30 | > th | dose dependent | rect. | 15 | 21 |
| 106 | 283.96 | humidity | 80 | 270 | < th | dose independent | rect. | 23 | 19 |
| 116 | 284.14 | humidity | 90 | 10 | < th | dose dependent | rect. | 6 | 15 |
| 128 | 284.47 | humidity | 90 | 10 | < th | dose dependent | rect. | 4 | 17 |
| 142 | 284.82 | humidity | 90 | 10 | < th | dose dependent | rect. | 15 | 23 |
| 144 | 284.85 | humidity | 80 | 270 | < th | dose independent | sin | 1 | NA |
| 149 | 284.88 | humidity | 60 | 10 | > th | dose dependent | sin | 20 | NA |
| 160 | 284.97 | humidity | 90 | 10 | < th | dose dependent | rect. | 24 | 21 |
| 167 | 285.05 | humidity | 70 | 30 | < th | dose independent | rect. | 15 | 23 |
| 170 | 285.06 | humidity | 80 | 270 | > th | dose independent | rect. | 5 | 12 |
| 200 | 285.43 | radiation | 10 | 270 | < th | dose dependent | rect. | 5 | 11 |
| 203 | 285.46 | humidity | 60 | 270 | > th | dose dependent | rect. | 4 | 13 |
| 272 | 286.10 | humidity | 90 | 10 | < th | dose dependent | rect. | 8 | 21 |
| 304 | 286.28 | humidity | 90 | 10 | < th | dose dependent | rect. | 8 | 23 |
| 316 | 286.35 | humidity | 50 | 270 | > th | dose dependent | rect. | 10 | 23 |
| 384 | 286.74 | humidity | 90 | 10 | < th | dose dependent | rect. | 11 | 23 |
| 398 | 286.81 | radiation | 10 | 720 | > th | dose independent | rect. | 9 | 3 |
| 480 | 287.33 | radiation | 10 | 270 | > th | dose independent | rect. | 14 | 22 |
| 508 | 287.50 | humidity | 90 | 10 | < th | dose dependent | rect. | 6 | 23 |
| 547 | 287.66 | humidity | 60 | 30 | > th | dose dependent | rect. | 5 | 23 |
| 583 | 287.81 | radiation | 10 | 30 | > th | dose dependent | rect. | 11 | 1 |
| 646 | 287.98 | radiation | 20 | 30 | > th | dose independent | rect. | 15 | 21 |
| 662 | 288.01 | humidity | 70 | 30 | < th | dose independent | rect. | 8 | 6 |
| 673 | 288.05 | humidity | 90 | 10 | < th | dose dependent | no | NA | NA |
| 679 | 288.07 | radiation | 10 | 30 | > th | dose dependent | rect. | 7 | 5 |
| 694 | 288.11 | humidity | 90 | 10 | < th | dose dependent | rect. | 20 | 23 |
| 697 | 288.13 | radiation | 10 | 30 | > th | dose dependent | rect. | 9 | 3 |
| 730 | 288.20 | humidity | 50 | 10 | > th | dose dependent | no | NA | NA |
| 743 | 288.23 | humidity | 70 | 30 | > th | dose independent | rect. | 5 | 12 |
| 929 | 288.65 | humidity | 80 | 270 | > th | dose independent | sin | 2 | NA |
| 979 | 288.75 | radiation | 20 | 30 | > th | dose independent | rect. | 15 | 23 |