Os03g0719400
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os03g0719400 |
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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 119.87 | 0.514 | 9.74 | -0.537 | 1.63 | 3.03 | 1.5 | 7.04 | 0.371 | 8.44 | 5.574 | 555 | -- | -- |
| 131.08 | 0.533 | 9.66 | -0.508 | 1.62 | 2.56 | 1.31 | -- | 0.447 | 8.37 | 6.411 | 588 | -- | -- |
| 125.55 | 0.522 | 9.73 | -0.495 | 1.58 | 3.48 | -- | 7.53 | 0.392 | 8.31 | 6.169 | 540 | -- | -- |
| 130.83 | 0.533 | 9.68 | -0.501 | 1.57 | 1.83 | -- | -- | 0.42 | 8.49 | 5.499 | 579 | -- | -- |
| 244.79 | 0.729 | 9.76 | -0.688 | -- | 3.31 | -- | 9.19 | 0.387 | -- | 8.1 | 343 | -- | -- |
| 140.16 | 0.555 | 9.69 | -0.911 | 1.39 | -- | 1.53 | -- | 0.352 | 8.43 | -- | -- | -- | -- |
| 147.5 | 0.569 | 9.69 | -0.865 | 1.39 | -- | -- | -- | 0.351 | 8.31 | -- | -- | -- | -- |
| 248.02 | 0.733 | 9.72 | -0.486 | -- | 1.38 | -- | -- | 0.436 | -- | 8.7 | 1038 | -- | -- |
| 138.67 | 0.548 | 9.66 | -- | 1.65 | 2.01 | -- | -- | 0.484 | 8.36 | 5.2 | 599 | -- | -- |
| 254.29 | 0.745 | 9.73 | -0.856 | -- | -- | -- | -- | 0.366 | -- | -- | -- | -- | -- |
| 167.24 | 0.605 | 9.67 | -- | 1.38 | -- | -- | -- | 0.447 | 8.35 | -- | -- | -- | -- |
| 259.19 | 0.75 | 9.7 | -- | -- | 1.26 | -- | -- | 0.499 | -- | 8.697 | 1263 | -- | -- |
| 273.63 | 0.772 | 9.71 | -- | -- | -- | -- | -- | 0.461 | -- | -- | -- | -- | -- |
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 | 118.93 | wind | 5 | 30 | < th | dose independent | rect. | 15 | 15 |
| 3 | 119.17 | temperature | 15 | 90 | > th | dose dependent | rect. | 15 | 15 |
| 4 | 119.25 | wind | 7 | 270 | < th | dose independent | rect. | 13 | 14 |
| 5 | 119.37 | temperature | 15 | 270 | > th | dose dependent | rect. | 13 | 15 |
| 11 | 120.25 | temperature | 15 | 10 | > th | dose dependent | rect. | 16 | 14 |
| 15 | 120.53 | wind | 7 | 720 | < th | dose independent | rect. | 7 | 14 |
| 17 | 120.62 | wind | 5 | 720 | > th | dose dependent | rect. | 7 | 16 |
| 29 | 120.81 | wind | 7 | 720 | < th | dose independent | rect. | 7 | 23 |
| 42 | 121.07 | wind | 7 | 720 | > th | dose dependent | rect. | 15 | 2 |
| 51 | 121.15 | temperature | 15 | 10 | > th | dose dependent | rect. | 14 | 16 |
| 62 | 121.32 | wind | 7 | 720 | < th | dose independent | rect. | 7 | 12 |
| 65 | 121.34 | temperature | 30 | 10 | < th | dose dependent | sin | 17 | NA |
| 69 | 121.39 | wind | 7 | 720 | < th | dose independent | sin | 22 | NA |
| 71 | 121.40 | wind | 7 | 720 | < th | dose independent | rect. | 9 | 10 |
| 77 | 121.47 | wind | 7 | 270 | > th | dose dependent | sin | 15 | NA |
| 82 | 121.50 | wind | 5 | 720 | > th | dose dependent | sin | 22 | NA |
| 84 | 121.51 | temperature | 10 | 30 | > th | dose dependent | sin | 15 | NA |
| 109 | 121.76 | wind | 9 | 270 | < th | dose independent | sin | 13 | NA |
| 126 | 121.84 | wind | 7 | 270 | > th | dose dependent | rect. | 15 | 19 |
| 149 | 122.07 | wind | 7 | 720 | > th | dose independent | rect. | 15 | 22 |
| 150 | 122.08 | temperature | 10 | 270 | > th | dose dependent | sin | 17 | NA |
| 154 | 122.10 | wind | 7 | 270 | > th | dose dependent | rect. | 17 | 17 |
| 164 | 122.16 | wind | 7 | 720 | > th | dose dependent | rect. | 15 | 22 |
| 166 | 122.19 | wind | 7 | 720 | < th | dose independent | rect. | 3 | 16 |
| 168 | 122.19 | wind | 7 | 270 | > th | dose dependent | rect. | 12 | 22 |
| 181 | 122.26 | temperature | 30 | 10 | < th | dose dependent | rect. | 14 | 10 |
| 199 | 122.38 | wind | 7 | 720 | < th | dose independent | rect. | 11 | 8 |
| 201 | 122.40 | wind | 7 | 270 | > th | dose dependent | rect. | 15 | 9 |
| 207 | 122.46 | wind | 7 | 720 | > th | dose independent | rect. | 7 | 14 |
| 210 | 122.46 | wind | 9 | 270 | > th | dose dependent | sin | 11 | NA |
| 212 | 122.46 | wind | 9 | 720 | > th | dose dependent | rect. | 1 | 16 |
| 217 | 122.47 | temperature | 30 | 270 | < th | dose independent | rect. | 15 | 9 |
| 219 | 122.47 | wind | 9 | 720 | > th | dose dependent | rect. | 9 | 8 |
| 260 | 122.63 | humidity | 60 | 270 | > th | dose independent | rect. | 15 | 9 |
| 274 | 122.67 | wind | 7 | 270 | > th | dose dependent | rect. | 15 | 11 |
| 275 | 122.68 | wind | 5 | 270 | > th | dose dependent | rect. | 17 | 7 |
| 298 | 122.76 | wind | 7 | 720 | < th | dose independent | rect. | 7 | 20 |
| 307 | 122.79 | wind | 5 | 720 | > th | dose dependent | rect. | 22 | 23 |
| 321 | 122.83 | temperature | 30 | 90 | < th | dose dependent | rect. | 15 | 10 |
| 332 | 122.86 | wind | 5 | 720 | > th | dose dependent | no | NA | NA |
| 343 | 122.88 | wind | 7 | 270 | < th | dose independent | rect. | 20 | 23 |
| 369 | 122.99 | wind | 7 | 270 | > th | dose dependent | rect. | 13 | 11 |
| 396 | 123.07 | wind | 9 | 270 | > th | dose independent | sin | 11 | NA |
| 402 | 123.09 | wind | 7 | 720 | < th | dose independent | rect. | 1 | 18 |
| 413 | 123.15 | wind | 7 | 720 | > th | dose independent | sin | 22 | NA |
| 427 | 123.19 | humidity | 60 | 270 | > th | dose independent | rect. | 5 | 18 |
| 431 | 123.20 | wind | 7 | 720 | < th | dose independent | no | NA | NA |
| 442 | 123.22 | wind | 7 | 720 | < th | dose independent | rect. | 14 | 23 |
| 463 | 123.27 | temperature | 30 | 270 | < th | dose dependent | rect. | 11 | 12 |
| 466 | 123.28 | wind | 7 | 270 | > th | dose independent | rect. | 17 | 7 |
| 468 | 123.28 | temperature | 30 | 10 | < th | dose dependent | rect. | 17 | 7 |
| 469 | 123.28 | temperature | 30 | 10 | < th | dose dependent | rect. | 12 | 12 |
| 518 | 123.40 | wind | 9 | 720 | > th | dose independent | rect. | 12 | 5 |
| 554 | 123.48 | wind | 7 | 720 | > th | dose independent | rect. | 20 | 23 |
| 585 | 123.55 | wind | 7 | 720 | > th | dose independent | no | NA | NA |
| 609 | 123.59 | wind | 9 | 270 | > th | dose independent | rect. | 17 | 17 |
| 640 | 123.68 | wind | 9 | 720 | > th | dose independent | rect. | 15 | 1 |
| 675 | 123.73 | wind | 7 | 720 | > th | dose independent | rect. | 11 | 23 |
| 731 | 123.84 | wind | 7 | 720 | < th | dose independent | rect. | 23 | 20 |
| 815 | 123.99 | wind | 9 | 30 | < th | dose dependent | rect. | 15 | 15 |
| 817 | 123.99 | humidity | 80 | 10 | > th | dose dependent | rect. | 24 | 17 |
| 837 | 124.03 | temperature | 25 | 10 | < th | dose dependent | rect. | 8 | 16 |
| 926 | 124.21 | wind | 9 | 720 | < th | dose independent | sin | 19 | NA |