Os08g0359300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os08g0359300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Esterase/lipase/thioesterase domain containing 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36.65 | 0.284 | 8.46 | 0.476 | 0.937 | 0.503 | 0.497 | 2.71 | 0.408 | 9.6 | 20.7 | 6840 | -- | -- |
| 41.16 | 0.299 | 8.59 | -0.0569 | 0.911 | 0.259 | 0.382 | -- | 0.262 | 9.67 | 32 | 6985 | -- | -- |
| 37.32 | 0.285 | 8.46 | 0.451 | 0.942 | 0.529 | -- | 2.75 | 0.399 | 9.51 | 20.44 | 7494 | -- | -- |
| 41.88 | 0.301 | 8.59 | -0.0236 | 0.926 | 0.244 | -- | -- | 0.267 | 9.61 | 32.02 | 6977 | -- | -- |
| 88.04 | 0.437 | 8.48 | 0.429 | -- | 0.571 | -- | 2.82 | 0.397 | -- | 20.5 | 7494 | -- | -- |
| 44.82 | 0.314 | 8.58 | 0.0562 | 0.925 | -- | 0.408 | -- | 0.301 | 9.55 | -- | -- | -- | -- |
| 45.44 | 0.316 | 8.58 | 0.0711 | 0.924 | -- | -- | -- | 0.301 | 9.52 | -- | -- | -- | -- |
| 89.39 | 0.442 | 8.64 | -0.0516 | -- | 0.281 | -- | -- | 0.179 | -- | 23.96 | 47520 | -- | -- |
| 41.48 | 0.3 | 8.58 | -- | 0.912 | 0.263 | -- | -- | 0.334 | 9.66 | 32.2 | 5524 | -- | -- |
| 95.74 | 0.457 | 8.61 | 0.0646 | -- | -- | -- | -- | 0.304 | -- | -- | -- | -- | -- |
| 45.57 | 0.316 | 8.59 | -- | 0.924 | -- | -- | -- | 0.293 | 9.51 | -- | -- | -- | -- |
| 89.46 | 0.442 | 8.63 | -- | -- | 0.274 | -- | -- | 0.187 | -- | 23.96 | 47520 | -- | -- |
| 95.85 | 0.457 | 8.61 | -- | -- | -- | -- | -- | 0.297 | -- | -- | -- | -- | -- |
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 | 33.93 | wind | 7.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
| 2 | 34.07 | wind | 7.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 3 | 34.28 | wind | 7.0 | 14400 | < th | dose independent | rect. | 20 | 14 |
| 4 | 34.31 | wind | 7.0 | 14400 | < th | dose independent | rect. | 6 | 3 |
| 5 | 34.37 | wind | 7.0 | 14400 | > th | dose independent | rect. | 20 | 14 |
| 6 | 34.43 | wind | 7.0 | 14400 | > th | dose independent | rect. | 6 | 3 |
| 7 | 34.64 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 9 | 1 |
| 10 | 34.86 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 20 | 14 |
| 15 | 35.04 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 18 | 16 |
| 18 | 35.07 | wind | 9.0 | 14400 | > th | dose independent | rect. | 18 | 11 |
| 20 | 35.11 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 9 | 1 |
| 29 | 35.25 | wind | 9.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
| 31 | 35.25 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 12 |
| 32 | 35.26 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
| 33 | 35.27 | wind | 9.0 | 14400 | < th | dose independent | rect. | 18 | 10 |
| 35 | 35.27 | wind | 5.0 | 14400 | > th | dose independent | rect. | 20 | 19 |
| 36 | 35.28 | wind | 9.0 | 14400 | < th | dose independent | rect. | 18 | 12 |
| 42 | 35.31 | wind | 7.0 | 14400 | > th | dose independent | rect. | 20 | 8 |
| 46 | 35.34 | wind | 9.0 | 14400 | > th | dose independent | rect. | 18 | 8 |
| 59 | 35.42 | wind | 7.0 | 14400 | < th | dose independent | rect. | 20 | 8 |
| 60 | 35.42 | wind | 7.0 | 14400 | > th | dose independent | rect. | 20 | 11 |
| 61 | 35.42 | wind | 7.0 | 14400 | > th | dose dependent | rect. | 20 | 9 |
| 74 | 35.48 | wind | 5.0 | 14400 | < th | dose independent | rect. | 20 | 19 |
| 90 | 35.56 | wind | 7.0 | 14400 | < th | dose independent | rect. | 20 | 11 |
| 113 | 35.68 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 18 | 8 |
| 127 | 35.76 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
| 128 | 35.76 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 21 | 1 |
| 143 | 35.84 | wind | 7.0 | 14400 | > th | dose independent | sin | 10 | NA |
| 194 | 35.99 | wind | 5.0 | 14400 | > th | dose dependent | sin | 10 | NA |
| 200 | 36.00 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 20 | 1 |
| 223 | 36.05 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 20 | 15 |
| 226 | 36.06 | wind | 7.0 | 14400 | < th | dose independent | sin | 10 | NA |
| 264 | 36.13 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 19 | 2 |
| 266 | 36.14 | wind | 5.0 | 14400 | > th | dose independent | sin | 5 | NA |
| 269 | 36.14 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 20 | 15 |
| 273 | 36.15 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 20 | 1 |
| 281 | 36.15 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 20 | 1 |
| 330 | 36.22 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 20 | 1 |
| 332 | 36.22 | atmosphere | 1005.0 | 14400 | < th | dose dependent | rect. | 16 | 1 |
| 342 | 36.23 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 4 | 7 |
| 343 | 36.23 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 4 | 7 |
| 389 | 36.28 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 20 | 19 |
| 418 | 36.32 | wind | 7.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 427 | 36.33 | wind | 5.0 | 14400 | < th | dose independent | sin | 5 | NA |
| 445 | 36.34 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 19 | 2 |
| 456 | 36.36 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 20 | 9 |
| 471 | 36.37 | atmosphere | 1005.0 | 14400 | < th | dose independent | sin | 7 | NA |
| 533 | 36.41 | atmosphere | 1005.0 | 14400 | > th | dose independent | sin | 7 | NA |
| 537 | 36.41 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 20 | 11 |
| 574 | 36.44 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 16 | 8 |
| 623 | 36.47 | atmosphere | 1005.0 | 14400 | > th | dose independent | rect. | 4 | 1 |
| 684 | 36.52 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 3 |
| 778 | 36.58 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 14 | 5 |
| 909 | 36.67 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 3 | 22 |
| 920 | 36.68 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 4 | 1 |
| 923 | 36.68 | wind | 9.0 | 43200 | > th | dose independent | rect. | 14 | 5 |
| 969 | 36.71 | atmosphere | 1005.0 | 14400 | < th | dose independent | no | NA | NA |
| 970 | 36.71 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 3 |
| 981 | 36.71 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 8 | 23 |