Os07g0643700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os07g0643700 |
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 296.18 | 0.809 | 5.25 | 1.71 | 1.79 | 2.13 | 0.735 | 0.866 | 0.112 | 3.21 | 19.53 | 4584 | -- | -- |
| 297.09 | 0.803 | 5.21 | 1.81 | 1.77 | 1.95 | 0.749 | -- | 0.149 | 3.2 | 19.5 | 4583 | -- | -- |
| 297.92 | 0.804 | 5.25 | 1.69 | 1.79 | 2.13 | -- | 0.865 | 0.108 | 3.18 | 19.53 | 4582 | -- | -- |
| 298.78 | 0.805 | 5.22 | 1.78 | 1.79 | 1.92 | -- | -- | 0.128 | 3.2 | 19.52 | 4582 | -- | -- |
| 480.1 | 1.02 | 5.25 | 1.75 | -- | 2.15 | -- | 0.974 | 0.136 | -- | 19.39 | 4660 | -- | -- |
| 354.55 | 0.883 | 5.32 | 0.637 | 1.77 | -- | 0.733 | -- | -0.348 | 3.21 | -- | -- | -- | -- |
| 356.27 | 0.884 | 5.33 | 0.622 | 1.78 | -- | -- | -- | -0.352 | 3.17 | -- | -- | -- | -- |
| 480.94 | 1.02 | 5.22 | 1.87 | -- | 1.9 | -- | -- | 0.15 | -- | 19.6 | 4659 | -- | -- |
| 362.15 | 0.886 | 5.31 | -- | 1.95 | 1.39 | -- | -- | -0.0763 | 2.86 | 19.63 | 4085 | -- | -- |
| 535.59 | 1.08 | 5.32 | 0.698 | -- | -- | -- | -- | -0.305 | -- | -- | -- | -- | -- |
| 366.47 | 0.895 | 5.34 | -- | 1.79 | -- | -- | -- | -0.421 | 3.17 | -- | -- | -- | -- |
| 519.63 | 1.07 | 5.31 | -- | -- | 0.745 | -- | -- | -0.25 | -- | 20.8 | 4632 | -- | -- |
| 548.43 | 1.09 | 5.34 | -- | -- | -- | -- | -- | -0.383 | -- | -- | -- | -- | -- |
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 | 275.53 | atmosphere | 1005.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
| 59 | 277.78 | atmosphere | 1005.0 | 14400 | > th | dose dependent | sin | 17 | NA |
| 126 | 278.29 | atmosphere | 1005.0 | 14400 | > th | dose dependent | rect. | 13 | 1 |
| 263 | 278.96 | atmosphere | 1005.0 | 14400 | > th | dose dependent | no | NA | NA |
| 267 | 278.97 | atmosphere | 1005.0 | 14400 | > th | dose dependent | rect. | 15 | 23 |
| 271 | 278.99 | atmosphere | 1005.0 | 14400 | > th | dose dependent | rect. | 19 | 23 |
| 301 | 279.09 | atmosphere | 1005.0 | 14400 | > th | dose dependent | rect. | 23 | 23 |
| 315 | 279.14 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 22 | 11 |
| 330 | 279.19 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 24 | 9 |
| 359 | 279.35 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 7 | 2 |
| 401 | 279.64 | atmosphere | 1010.0 | 14400 | > th | dose independent | rect. | 8 | 1 |
| 414 | 279.72 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 7 | 5 |
| 443 | 279.96 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 7 | 8 |
| 458 | 280.05 | atmosphere | 1010.0 | 14400 | > th | dose independent | rect. | 7 | 9 |
| 469 | 280.11 | atmosphere | 1010.0 | 14400 | > th | dose independent | rect. | 7 | 5 |
| 481 | 280.23 | humidity | 70.0 | 43200 | < th | dose dependent | rect. | 22 | 11 |
| 499 | 280.32 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 4 |
| 503 | 280.38 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 22 | 11 |
| 548 | 280.68 | atmosphere | 1005.0 | 14400 | > th | dose dependent | rect. | 3 | 1 |
| 560 | 280.78 | atmosphere | 1010.0 | 14400 | > th | dose independent | rect. | 13 | 2 |
| 569 | 280.87 | atmosphere | 1005.0 | 14400 | > th | dose dependent | rect. | 1 | 1 |
| 617 | 281.21 | atmosphere | 1010.0 | 14400 | > th | dose independent | rect. | 11 | 5 |
| 619 | 281.23 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 14 | 1 |
| 654 | 281.52 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 11 | 1 |
| 680 | 281.70 | atmosphere | 1010.0 | 14400 | > th | dose independent | rect. | 11 | 1 |
| 707 | 281.85 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 6 | 17 |
| 710 | 281.88 | atmosphere | 1010.0 | 14400 | < th | dose independent | sin | 0 | NA |
| 728 | 281.99 | atmosphere | 1010.0 | 14400 | > th | dose independent | sin | 0 | NA |
| 824 | 282.63 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 16 | 2 |
| 877 | 283.01 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 24 | 2 |
| 896 | 283.16 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 21 | 12 |
| 906 | 283.25 | humidity | 70.0 | 43200 | > th | dose independent | rect. | 15 | 4 |
| 911 | 283.27 | atmosphere | 1010.0 | 14400 | < th | dose independent | rect. | 22 | 1 |
| 926 | 283.36 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 17 | 1 |
| 985 | 283.70 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 19 | 14 |