Os02g0761700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Peptidase M24 family protein.
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Os02g0761700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Peptidase M24 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 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 379.62 | 0.915 | 8.25 | -1.71 | 2.39 | 1.93 | 0.0705 | 1.17 | -1.83 | 9.1 | 71 | 7073 | -- | -- |
| 365.32 | 0.89 | 8.27 | -1.46 | 2.48 | 2.01 | -0.118 | -- | -1.96 | 8.83 | 70.79 | 19229 | -- | -- |
| 367.5 | 0.893 | 8.25 | -1.54 | 2.4 | 1.82 | -- | 0.5 | -1.79 | 8.91 | 70.99 | 19171 | -- | -- |
| 364.09 | 0.889 | 8.29 | -1.59 | 2.43 | 2.08 | -- | -- | -2.07 | 8.88 | 71.79 | 19163 | -- | -- |
| 685.87 | 1.22 | 8.28 | -1.42 | -- | 1.88 | -- | 0.678 | -1.8 | -- | 70.02 | 18828 | -- | -- |
| 446.55 | 0.991 | 8.16 | -1.97 | 2.37 | -- | -0.0576 | -- | -1.49 | 8.96 | -- | -- | -- | -- |
| 446.56 | 0.99 | 8.16 | -1.98 | 2.37 | -- | -- | -- | -1.49 | 8.96 | -- | -- | -- | -- |
| 680.95 | 1.22 | 8.37 | -1.52 | -- | 2.02 | -- | -- | -2.11 | -- | 71.49 | 20189 | -- | -- |
| 401.59 | 0.933 | 8.22 | -- | 2.46 | 2.68 | -- | -- | -1.72 | 9.08 | 65 | 22320 | -- | -- |
| 767.28 | 1.29 | 8.23 | -1.98 | -- | -- | -- | -- | -1.47 | -- | -- | -- | -- | -- |
| 549.46 | 1.1 | 8.11 | -- | 2.36 | -- | -- | -- | -1.27 | 9.03 | -- | -- | -- | -- |
| 707.14 | 1.24 | 8.27 | -- | -- | 2.79 | -- | -- | -1.65 | -- | 65.1 | 20232 | -- | -- |
| 870.47 | 1.38 | 8.18 | -- | -- | -- | -- | -- | -1.25 | -- | -- | -- | -- | -- |
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 | 365.22 | wind | 1.0 | 14400 | > th | dose independent | rect. | 2 | 5 |
| 4 | 366.38 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 12 | 1 |
| 5 | 366.40 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 5 |
| 6 | 366.68 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 12 | 5 |
| 8 | 366.81 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 12 | 5 |
| 9 | 366.81 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 12 | 5 |
| 15 | 367.63 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 12 | 1 |
| 17 | 367.73 | wind | 1.0 | 14400 | < th | dose independent | rect. | 2 | 5 |
| 22 | 368.15 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 2 |
| 23 | 368.16 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 15 | 2 |
| 24 | 368.16 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 15 | 2 |
| 41 | 369.16 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 10 |
| 57 | 370.30 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 7 | 5 |
| 62 | 370.66 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 23 | 13 |
| 63 | 370.67 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 4 | 8 |
| 72 | 370.76 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 13 |
| 73 | 370.78 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 20 | 17 |
| 87 | 371.01 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 10 |
| 88 | 371.01 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 10 |
| 89 | 371.05 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 10 |
| 92 | 371.24 | humidity | 70.0 | 14400 | > th | dose independent | sin | 7 | NA |
| 93 | 371.27 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 11 | 2 |
| 106 | 371.78 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 13 |
| 109 | 371.88 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 13 |
| 110 | 371.88 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 13 |
| 124 | 372.37 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 7 | 6 |
| 125 | 372.37 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 20 | 17 |
| 139 | 372.63 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 4 | 3 |
| 142 | 372.70 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 18 | 2 |
| 145 | 372.83 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 18 | 2 |
| 172 | 373.32 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 18 | 2 |
| 173 | 373.32 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 18 | 2 |
| 182 | 373.46 | humidity | 70.0 | 14400 | < th | dose independent | sin | 7 | NA |
| 183 | 373.53 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 1 |
| 185 | 373.57 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 8 | 6 |
| 186 | 373.60 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 8 |
| 189 | 373.66 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 192 | 373.71 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 11 |
| 207 | 373.84 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 233 | 374.18 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 10 |
| 252 | 374.36 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 11 | 9 |
| 260 | 374.48 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 11 | 9 |
| 261 | 374.48 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 11 | 9 |
| 274 | 374.65 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 2 | 6 |
| 292 | 374.89 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 19 | 19 |
| 318 | 375.22 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 2 | NA |
| 319 | 375.22 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 2 | NA |
| 320 | 375.23 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 2 | NA |
| 323 | 375.25 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 4 | 1 |
| 324 | 375.25 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 4 | 1 |
| 340 | 375.42 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 3 | 17 |
| 344 | 375.49 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 3 | 17 |
| 345 | 375.49 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 3 | 17 |
| 361 | 375.75 | humidity | 80.0 | 14400 | < th | dose dependent | sin | 4 | NA |
| 388 | 376.05 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 8 |
| 391 | 376.08 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 13 |
| 392 | 376.10 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 13 |
| 395 | 376.10 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 13 |
| 437 | 376.57 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 3 | NA |
| 450 | 376.68 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 11 |
| 535 | 377.36 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 9 |
| 538 | 377.42 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 18 |
| 542 | 377.43 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 11 | 13 |
| 551 | 377.45 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 7 | 16 |
| 638 | 377.82 | wind | 1.0 | 43200 | > th | dose independent | sin | 8 | NA |
| 643 | 377.83 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 2 | 3 |
| 685 | 377.97 | humidity | 80.0 | 14400 | < th | dose dependent | no | NA | NA |
| 739 | 378.15 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 10 | 4 |
| 766 | 378.22 | humidity | 50.0 | 14400 | > th | dose dependent | rect. | 11 | 2 |
| 774 | 378.25 | humidity | 80.0 | 14400 | < th | dose dependent | rect. | 10 | 23 |
| 979 | 379.25 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 11 | 9 |