Os02g0101400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Lipolytic enzyme, G-D-S-L family protein.
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Os02g0101400 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 274.29 | 0.778 | 4.12 | 1.59 | 1.69 | -2.66 | -1.55 | 8.06 | -0.708 | 0.455 | 30 | 2466 | -- | -- |
| 273.54 | 0.77 | 4.23 | 0.142 | 1.66 | -1.8 | -1.56 | -- | -0.491 | 0.22 | 29.44 | 2353 | -- | -- |
| 283.78 | 0.785 | 4.11 | 1.66 | 1.71 | -2.67 | -- | 7.79 | -0.622 | 0.548 | 29.88 | 2457 | -- | -- |
| 283.3 | 0.784 | 4.23 | 0.196 | 1.72 | -1.79 | -- | -- | -0.502 | 0.412 | 29.48 | 2386 | -- | -- |
| 452.15 | 0.99 | 4.09 | 1.56 | -- | -2.49 | -- | 7.99 | -0.658 | -- | 29.95 | 3170 | -- | -- |
| 391.86 | 0.928 | 4.24 | -0.378 | 1.46 | -- | -1.78 | -- | -0.574 | 0.565 | -- | -- | -- | -- |
| 405.19 | 0.943 | 4.24 | -0.312 | 1.47 | -- | -- | -- | -0.567 | 0.739 | -- | -- | -- | -- |
| 435.63 | 0.972 | 4.19 | 0.209 | -- | -1.54 | -- | -- | -0.444 | -- | 29.3 | 6080 | -- | -- |
| 284.25 | 0.785 | 4.24 | -- | 1.72 | -1.76 | -- | -- | -0.525 | 0.419 | 29.47 | 2386 | -- | -- |
| 540.53 | 1.09 | 4.21 | -0.259 | -- | -- | -- | -- | -0.54 | -- | -- | -- | -- | -- |
| 407.76 | 0.945 | 4.23 | -- | 1.47 | -- | -- | -- | -0.532 | 0.729 | -- | -- | -- | -- |
| 436.63 | 0.973 | 4.2 | -- | -- | -1.51 | -- | -- | -0.477 | -- | 29.41 | 6092 | -- | -- |
| 542.31 | 1.09 | 4.21 | -- | -- | -- | -- | -- | -0.512 | -- | -- | -- | -- | -- |
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 | 268.10 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 19 | 5 |
| 2 | 269.81 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 13 |
| 5 | 272.38 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 10 |
| 9 | 273.89 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 11 | 274.15 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 9 | 20 |
| 18 | 274.74 | wind | 5.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 20 | 275.04 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 12 |
| 29 | 276.07 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 3 |
| 31 | 276.14 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 12 | 1 |
| 34 | 276.19 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 16 | 20 |
| 36 | 276.23 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 4 | 1 |
| 44 | 276.51 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 9 | 18 |
| 46 | 276.58 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 13 | 23 |
| 47 | 276.62 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 11 | 3 |
| 54 | 276.73 | wind | 9.0 | 43200 | > th | dose independent | rect. | 18 | 12 |
| 67 | 276.97 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 4 | 11 |
| 75 | 277.04 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 15 | 23 |
| 76 | 277.05 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 4 | 9 |
| 81 | 277.10 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 4 | 11 |
| 97 | 277.23 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 8 |
| 127 | 277.39 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 129 | 277.40 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
| 133 | 277.49 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 4 | 3 |
| 148 | 277.62 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 174 | 277.84 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 24 | 23 |
| 179 | 277.86 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
| 183 | 277.92 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 2 | 23 |
| 190 | 278.02 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 3 |
| 195 | 278.13 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
| 196 | 278.13 | atmosphere | 1000.0 | 43200 | < th | dose dependent | rect. | 11 | 6 |
| 201 | 278.16 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
| 206 | 278.17 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 10 |
| 250 | 278.37 | temperature | 20.0 | 720 | > th | dose dependent | no | NA | NA |
| 267 | 278.46 | wind | 5.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 273 | 278.47 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 22 | 1 |
| 284 | 278.50 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 22 | 1 |
| 329 | 278.75 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 21 | 18 |
| 347 | 278.87 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 21 | 18 |
| 348 | 278.88 | wind | 5.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
| 374 | 279.01 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
| 397 | 279.07 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 10 | 5 |
| 435 | 279.33 | atmosphere | 1000.0 | 43200 | < th | dose independent | sin | 4 | NA |
| 454 | 279.41 | atmosphere | 1000.0 | 43200 | > th | dose independent | sin | 4 | NA |
| 507 | 279.64 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 10 | 5 |
| 512 | 279.65 | temperature | 20.0 | 720 | > th | dose dependent | sin | 18 | NA |
| 519 | 279.69 | wind | 9.0 | 43200 | < th | dose independent | rect. | 18 | 6 |
| 527 | 279.71 | atmosphere | 1000.0 | 43200 | < th | dose dependent | sin | 22 | NA |
| 555 | 279.84 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 4 | 20 |
| 691 | 280.28 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 20 | 19 |
| 692 | 280.28 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 19 | 1 |
| 702 | 280.31 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 24 | 15 |
| 720 | 280.35 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 10 |
| 723 | 280.35 | atmosphere | 1000.0 | 43200 | > th | dose independent | rect. | 4 | 20 |
| 836 | 280.66 | atmosphere | 1000.0 | 43200 | < th | dose independent | no | NA | NA |
| 871 | 280.74 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 879 | 280.75 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 9 | 23 |
| 881 | 280.75 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 18 | 3 |
| 902 | 280.79 | atmosphere | 1000.0 | 43200 | < th | dose independent | rect. | 14 | 23 |
| 926 | 280.82 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 1 |
| 937 | 280.82 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 1 |
| 957 | 280.87 | temperature | 25.0 | 1440 | > th | dose dependent | rect. | 6 | 7 |