Os07g0162700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os07g0162700 |
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 dependent, type of G = rect.)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 571.02 | 1.12 | 9.15 | 0.0773 | 8.23 | 6.74 | 2.52 | 1.97 | 0.224 | 19.8 | 8.84 | 725 | 21 | 12.2 |
| 571.73 | 1.11 | 9.16 | -0.0714 | 8.34 | 6.98 | 1.52 | -- | 0.235 | 19.9 | 7.604 | 726 | 21 | 12.4 |
| 576.66 | 1.12 | 9.15 | -0.0884 | 8.91 | 7.47 | -- | -0.86 | 0.273 | 19.9 | 5.479 | 751 | 21.1 | 11.9 |
| 576.63 | 1.12 | 9.19 | -0.0747 | 9.09 | 7.84 | -- | -- | 0.225 | 20 | 5.01 | 727 | 21.1 | 12.2 |
| 815.21 | 1.33 | 8.97 | -1.13 | -- | 5.62 | -- | -2.52 | -0.259 | -- | -96.21 | 2590 | 0.605 | 15 |
| 781.56 | 1.31 | 8.89 | 0.667 | 4.2 | -- | 0.631 | -- | 0.862 | 18.5 | -- | -- | -- | -- |
| 782.55 | 1.31 | 8.89 | 0.658 | 4.2 | -- | -- | -- | 0.864 | 18.5 | -- | -- | -- | -- |
| 676.55 | 1.21 | 8.91 | -0.154 | -- | 6.05 | -- | -- | 0.43 | -- | -47.66 | 2208 | 3.73 | 16 |
| 576.76 | 1.12 | 9.19 | -- | 9.14 | 7.89 | -- | -- | 0.237 | 19.9 | 4.766 | 714 | 21.1 | 12.3 |
| 1701.49 | 1.93 | 8.81 | 0.553 | -- | -- | -- | -- | 0.777 | -- | -- | -- | -- | -- |
| 793.97 | 1.32 | 8.91 | -- | 4.19 | -- | -- | -- | 0.791 | 18.5 | -- | -- | -- | -- |
| 674 | 1.21 | 8.91 | -- | -- | 5.8 | -- | -- | 0.447 | -- | -47.97 | 2213 | 3.9 | 15.6 |
| 1709.56 | 1.93 | 8.82 | -- | -- | -- | -- | -- | 0.715 | -- | -- | -- | -- | -- |
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 | 568.65 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 1 |
| 2 | 572.54 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 12 |
| 10 | 576.67 | wind | 1 | 43200 | < th | dose dependent | rect. | 6 | 2 |
| 20 | 581.44 | humidity | 50 | 43200 | > th | dose dependent | rect. | 5 | 1 |
| 30 | 583.43 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 34 | 584.61 | wind | 1 | 14400 | > th | dose independent | rect. | 10 | 21 |
| 36 | 584.83 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 10 |
| 38 | 585.36 | humidity | 90 | 43200 | < th | dose independent | rect. | 5 | 1 |
| 39 | 585.48 | wind | 3 | 43200 | < th | dose dependent | rect. | 22 | 1 |
| 42 | 585.91 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 17 |
| 47 | 586.24 | wind | 1 | 14400 | < th | dose dependent | rect. | 18 | 13 |
| 57 | 586.93 | wind | 1 | 14400 | > th | dose independent | rect. | 4 | 20 |
| 66 | 587.80 | humidity | 50 | 14400 | > th | dose dependent | rect. | 4 | 3 |
| 69 | 587.84 | radiation | 1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
| 74 | 588.29 | wind | 1 | 14400 | < th | dose dependent | rect. | 14 | 17 |
| 101 | 589.58 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 9 | 1 |
| 138 | 590.67 | wind | 1 | 14400 | < th | dose dependent | rect. | 10 | 21 |
| 141 | 590.83 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 7 |
| 150 | 590.95 | radiation | 1 | 14400 | < th | dose independent | rect. | 6 | 1 |
| 152 | 591.09 | wind | 1 | 14400 | < th | dose dependent | rect. | 20 | 3 |
| 160 | 591.21 | wind | 1 | 14400 | < th | dose dependent | rect. | 22 | 8 |
| 161 | 591.25 | radiation | 1 | 14400 | > th | dose independent | rect. | 6 | 1 |
| 173 | 591.49 | wind | 1 | 14400 | > th | dose independent | rect. | 2 | 22 |
| 186 | 591.79 | wind | 1 | 14400 | < th | dose dependent | sin | 12 | NA |
| 187 | 591.79 | temperature | 25 | 720 | < th | dose dependent | sin | 8 | NA |
| 194 | 591.91 | wind | 1 | 14400 | < th | dose independent | rect. | 10 | 21 |
| 212 | 592.17 | wind | 1 | 14400 | > th | dose independent | rect. | 18 | 14 |
| 215 | 592.23 | atmosphere | 1010 | 43200 | < th | dose independent | rect. | 10 | 1 |
| 217 | 592.24 | humidity | 90 | 43200 | > th | dose dependent | rect. | 4 | 9 |
| 220 | 592.26 | temperature | 25 | 720 | < th | dose dependent | rect. | 24 | 22 |
| 235 | 592.38 | wind | 1 | 14400 | < th | dose independent | rect. | 4 | 20 |
| 239 | 592.46 | wind | 1 | 14400 | > th | dose independent | sin | 14 | NA |
| 257 | 592.67 | atmosphere | 1010 | 43200 | > th | dose dependent | sin | 3 | NA |
| 261 | 592.72 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 12 |
| 262 | 592.74 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 12 |
| 270 | 592.77 | wind | 1 | 14400 | < th | dose dependent | rect. | 4 | 20 |
| 271 | 592.78 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 11 |
| 303 | 593.08 | radiation | 1 | 43200 | < th | dose dependent | rect. | 17 | 13 |
| 308 | 593.15 | radiation | 1 | 43200 | < th | dose dependent | rect. | 20 | 10 |
| 354 | 593.54 | radiation | 1 | 43200 | < th | dose dependent | rect. | 4 | 2 |
| 397 | 593.87 | wind | 1 | 14400 | < th | dose independent | rect. | 18 | 13 |
| 407 | 593.96 | radiation | 1 | 43200 | > th | dose independent | rect. | 17 | 2 |
| 421 | 594.01 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 11 |
| 474 | 594.47 | atmosphere | 1010 | 43200 | < th | dose independent | rect. | 8 | 6 |
| 478 | 594.51 | radiation | 1 | 43200 | < th | dose dependent | rect. | 17 | 9 |
| 530 | 594.85 | radiation | 1 | 43200 | < th | dose independent | rect. | 17 | 6 |
| 549 | 594.91 | radiation | 1 | 43200 | < th | dose dependent | rect. | 17 | 4 |
| 559 | 594.93 | radiation | 1 | 43200 | < th | dose independent | rect. | 17 | 2 |
| 564 | 594.95 | atmosphere | 1010 | 43200 | < th | dose independent | rect. | 13 | 1 |
| 589 | 595.05 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 18 |
| 626 | 595.20 | atmosphere | 1010 | 43200 | > th | dose dependent | no | NA | NA |
| 660 | 595.35 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 18 |
| 672 | 595.40 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 8 | 6 |
| 676 | 595.43 | radiation | 1 | 43200 | > th | dose independent | sin | 13 | NA |
| 696 | 595.53 | radiation | 1 | 43200 | < th | dose independent | sin | 13 | NA |
| 706 | 595.57 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 12 | 1 |
| 739 | 595.72 | radiation | 1 | 43200 | < th | dose dependent | sin | 12 | NA |
| 776 | 595.83 | wind | 1 | 14400 | > th | dose independent | rect. | 20 | 5 |
| 788 | 595.87 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 9 | 2 |
| 798 | 595.91 | radiation | 1 | 43200 | > th | dose independent | rect. | 8 | 22 |
| 816 | 595.99 | radiation | 1 | 43200 | < th | dose independent | rect. | 8 | 22 |
| 851 | 596.10 | radiation | 1 | 43200 | < th | dose dependent | rect. | 11 | 19 |
| 891 | 596.28 | radiation | 1 | 43200 | < th | dose independent | rect. | 14 | 16 |
| 908 | 596.34 | wind | 1 | 14400 | < th | dose independent | rect. | 20 | 7 |
| 920 | 596.39 | radiation | 1 | 43200 | < th | dose dependent | rect. | 17 | 19 |