Os01g0827700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os01g0827700 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 272.84 | 0.776 | 3.44 | -1.18 | 0.931 | 0.942 | -2.21 | 0.736 | -0.14 | 9.88 | 23.4 | 1291 | -- | -- |
| 272.4 | 0.769 | 3.42 | -0.914 | 0.835 | 0.957 | -2.19 | -- | -0.0616 | 9.84 | 23.3 | 1020 | -- | -- |
| 291.12 | 0.795 | 3.43 | -1.11 | 0.913 | 0.953 | -- | 0.28 | -0.118 | 9.52 | 23.39 | 1208 | -- | -- |
| 290.83 | 0.794 | 3.42 | -1 | 0.854 | 0.95 | -- | -- | -0.0715 | 9.57 | 23.3 | 1023 | -- | -- |
| 328.17 | 0.844 | 3.42 | -0.874 | -- | 1.13 | -- | -0.235 | 0.0204 | -- | 23.39 | 818 | -- | -- |
| 315.83 | 0.833 | 3.51 | -1.28 | 0.981 | -- | -2.12 | -- | -0.482 | 10.1 | -- | -- | -- | -- |
| 333.47 | 0.855 | 3.51 | -1.37 | 0.994 | -- | -- | -- | -0.488 | 9.98 | -- | -- | -- | -- |
| 325.34 | 0.84 | 3.42 | -0.93 | -- | 1.21 | -- | -- | 0.0096 | -- | 24.3 | 790 | -- | -- |
| 314.99 | 0.827 | 3.37 | -- | 0.901 | 1.17 | -- | -- | 0.115 | 9.64 | 23.32 | 1206 | -- | -- |
| 392.95 | 0.926 | 3.54 | -1.38 | -- | -- | -- | -- | -0.488 | -- | -- | -- | -- | -- |
| 382.72 | 0.915 | 3.48 | -- | 1 | -- | -- | -- | -0.335 | 10.1 | -- | -- | -- | -- |
| 346.76 | 0.867 | 3.38 | -- | -- | 1.37 | -- | -- | 0.165 | -- | 24.3 | 789 | -- | -- |
| 443.11 | 0.983 | 3.5 | -- | -- | -- | -- | -- | -0.335 | -- | -- | -- | -- | -- |
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 | 264.16 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 14 | 3 |
| 2 | 264.27 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 3 |
| 8 | 264.69 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 8 |
| 10 | 264.87 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 8 |
| 19 | 268.81 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 16 | 1 |
| 23 | 272.44 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 4 | 16 |
| 24 | 272.64 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 5 | 1 |
| 32 | 273.50 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
| 34 | 273.62 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 4 | 2 |
| 50 | 273.94 | wind | 1.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 67 | 274.12 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 11 | 7 |
| 76 | 274.19 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 19 | 18 |
| 96 | 274.42 | wind | 1.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 119 | 274.65 | temperature | 20.0 | 720 | > th | dose dependent | sin | 7 | NA |
| 155 | 274.95 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 4 |
| 168 | 275.09 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 5 | 6 |
| 183 | 275.16 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 20 |
| 185 | 275.19 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 13 |
| 192 | 275.20 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 17 |
| 208 | 275.26 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 11 | 18 |
| 212 | 275.28 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 11 | 11 |
| 220 | 275.29 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 11 | 15 |
| 299 | 275.59 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 8 | 1 |
| 308 | 275.64 | temperature | 25.0 | 270 | < th | dose dependent | sin | 0 | NA |
| 310 | 275.66 | atmosphere | 1010.0 | 14400 | > th | dose dependent | rect. | 15 | 1 |
| 314 | 275.69 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 6 | 3 |
| 332 | 275.74 | radiation | 1.0 | 14400 | < th | dose independent | sin | 19 | NA |
| 366 | 275.85 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 20 |
| 383 | 275.89 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 11 | 18 |
| 438 | 276.02 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
| 460 | 276.07 | temperature | 25.0 | 4320 | < th | dose dependent | sin | 11 | NA |
| 501 | 276.22 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 17 | 12 |
| 520 | 276.25 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 17 | 5 |
| 534 | 276.27 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
| 554 | 276.33 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
| 556 | 276.33 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
| 573 | 276.35 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 7 |
| 574 | 276.35 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 11 |
| 576 | 276.36 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 4 |
| 614 | 276.42 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 4 | 2 |
| 617 | 276.43 | radiation | 1.0 | 14400 | > th | dose independent | sin | 19 | NA |
| 626 | 276.44 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 13 | 16 |
| 630 | 276.46 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
| 644 | 276.49 | humidity | 50.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
| 690 | 276.57 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 19 | 18 |
| 700 | 276.58 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 8 | 1 |
| 701 | 276.59 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
| 717 | 276.61 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 13 | 9 |
| 738 | 276.63 | radiation | 1.0 | 43200 | < th | dose dependent | sin | 17 | NA |
| 750 | 276.65 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 4 | 2 |
| 758 | 276.66 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
| 821 | 276.71 | humidity | 50.0 | 14400 | < th | dose dependent | rect. | 11 | 1 |
| 827 | 276.71 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 4 | 22 |
| 861 | 276.77 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 24 | 4 |
| 874 | 276.78 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 24 | 6 |
| 895 | 276.82 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
| 909 | 276.84 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 24 | 6 |
| 940 | 276.87 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 24 | 4 |
| 954 | 276.88 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 2 | 4 |
| 979 | 276.91 | temperature | 25.0 | 1440 | < th | dose independent | rect. | 20 | 1 |