Os01g0362100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os01g0362100 |
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 = humidity,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 173.08 | 0.618 | 12 | -0.744 | 3.25 | -1.84 | 1.16 | 0.963 | -0.794 | 7.3 | 50.16 | 304 | -- | -- |
| 174.22 | 0.615 | 12 | -0.715 | 3.23 | -1.74 | 1.38 | -- | -0.79 | 7.32 | 51 | 307 | -- | -- |
| 175.58 | 0.617 | 12 | -0.782 | 3.39 | -1.96 | -- | 2.02 | -0.815 | 7.49 | 50 | 407 | -- | -- |
| 179.29 | 0.624 | 12 | -0.67 | 3.22 | -1.68 | -- | -- | -0.794 | 7.29 | 53.29 | 304 | -- | -- |
| 541.62 | 1.08 | 12.1 | -0.794 | -- | -1.04 | -- | 1.1 | -0.797 | -- | 56.23 | 1418 | -- | -- |
| 214.01 | 0.686 | 12 | -0.674 | 2.51 | -- | 1.14 | -- | -0.74 | 8.27 | -- | -- | -- | -- |
| 218.01 | 0.691 | 12 | -0.641 | 2.51 | -- | -- | -- | -0.741 | 8.24 | -- | -- | -- | -- |
| 543.7 | 1.09 | 12.1 | -0.668 | -- | -0.99 | -- | -- | -0.814 | -- | 57.93 | 1423 | -- | -- |
| 190.41 | 0.643 | 12 | -- | 3.22 | -1.47 | -- | -- | -0.758 | 7.33 | 63.22 | 307 | -- | -- |
| 566.01 | 1.11 | 12 | -0.622 | -- | -- | -- | -- | -0.713 | -- | -- | -- | -- | -- |
| 228.82 | 0.708 | 12 | -- | 2.51 | -- | -- | -- | -0.67 | 8.25 | -- | -- | -- | -- |
| 493.34 | 1.03 | 12 | -- | -- | 1.79 | -- | -- | -0.623 | -- | 16.35 | 638 | -- | -- |
| 576.23 | 1.12 | 12 | -- | -- | -- | -- | -- | -0.644 | -- | -- | -- | -- | -- |
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 | 164.00 | humidity | 70 | 10 | > th | dose dependent | rect. | 7 | 16 |
| 6 | 166.23 | humidity | 50 | 270 | > th | dose dependent | rect. | 24 | 23 |
| 17 | 168.84 | humidity | 50 | 270 | > th | dose dependent | rect. | 15 | 19 |
| 19 | 169.09 | humidity | 60 | 10 | > th | dose dependent | sin | 19 | NA |
| 21 | 169.26 | humidity | 50 | 270 | > th | dose dependent | rect. | 13 | 22 |
| 25 | 169.40 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 6 |
| 28 | 169.49 | humidity | 80 | 30 | > th | dose independent | rect. | 7 | 16 |
| 44 | 170.30 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 1 |
| 54 | 170.66 | humidity | 50 | 90 | > th | dose dependent | rect. | 17 | 18 |
| 61 | 170.92 | humidity | 60 | 90 | > th | dose dependent | rect. | 13 | 10 |
| 68 | 171.27 | humidity | 50 | 270 | > th | dose dependent | rect. | 5 | 15 |
| 84 | 171.69 | humidity | 90 | 270 | < th | dose dependent | rect. | 19 | 22 |
| 85 | 171.70 | humidity | 80 | 1440 | > th | dose independent | rect. | 8 | 7 |
| 115 | 172.37 | humidity | 50 | 720 | > th | dose dependent | rect. | 24 | 19 |
| 131 | 172.61 | humidity | 50 | 720 | > th | dose dependent | rect. | 7 | 23 |
| 133 | 172.65 | humidity | 60 | 90 | > th | dose dependent | rect. | 15 | 8 |
| 162 | 173.10 | humidity | 50 | 270 | > th | dose dependent | rect. | 3 | 18 |
| 171 | 173.20 | humidity | 50 | 720 | > th | dose dependent | rect. | 7 | 14 |
| 212 | 173.61 | humidity | 50 | 720 | > th | dose dependent | rect. | 9 | 10 |
| 221 | 173.76 | radiation | 10 | 90 | < th | dose dependent | rect. | 7 | 16 |
| 224 | 173.81 | humidity | 50 | 720 | > th | dose dependent | rect. | 7 | 12 |
| 226 | 173.82 | humidity | 50 | 270 | > th | dose dependent | no | NA | NA |
| 230 | 173.89 | humidity | 90 | 720 | < th | dose dependent | rect. | 10 | 7 |
| 236 | 173.96 | humidity | 80 | 1440 | > th | dose independent | rect. | 11 | 3 |
| 238 | 173.99 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 7 |
| 245 | 174.06 | humidity | 70 | 10 | > th | dose independent | rect. | 12 | 11 |
| 257 | 174.21 | humidity | 50 | 720 | > th | dose dependent | rect. | 20 | 23 |
| 258 | 174.23 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
| 263 | 174.27 | humidity | 90 | 720 | < th | dose dependent | rect. | 23 | 18 |
| 264 | 174.28 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 3 |
| 265 | 174.28 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 3 |
| 278 | 174.39 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 9 |
| 281 | 174.42 | humidity | 50 | 10 | > th | dose dependent | rect. | 18 | 18 |
| 303 | 174.61 | humidity | 50 | 720 | > th | dose dependent | rect. | 9 | 8 |
| 315 | 174.73 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 15 |
| 316 | 174.73 | humidity | 90 | 90 | < th | dose dependent | rect. | 11 | 17 |
| 322 | 174.77 | radiation | 10 | 1440 | < th | dose dependent | rect. | 9 | 13 |
| 328 | 174.80 | humidity | 90 | 720 | < th | dose dependent | rect. | 5 | 12 |
| 373 | 175.01 | humidity | 90 | 720 | < th | dose dependent | sin | 23 | NA |
| 380 | 175.07 | humidity | 50 | 720 | > th | dose dependent | sin | 23 | NA |
| 382 | 175.07 | humidity | 50 | 720 | > th | dose dependent | rect. | 18 | 23 |
| 409 | 175.17 | humidity | 90 | 90 | < th | dose dependent | rect. | 11 | 20 |
| 416 | 175.19 | humidity | 90 | 270 | < th | dose dependent | rect. | 9 | 17 |
| 422 | 175.21 | humidity | 50 | 720 | > th | dose dependent | rect. | 5 | 23 |
| 447 | 175.30 | humidity | 90 | 720 | < th | dose dependent | rect. | 10 | 23 |
| 462 | 175.38 | humidity | 80 | 1440 | < th | dose independent | rect. | 11 | 3 |
| 489 | 175.51 | humidity | 90 | 10 | < th | dose dependent | sin | 19 | NA |
| 495 | 175.53 | humidity | 90 | 720 | < th | dose dependent | rect. | 5 | 20 |
| 505 | 175.58 | humidity | 80 | 1440 | < th | dose independent | sin | 3 | NA |
| 509 | 175.58 | humidity | 90 | 720 | < th | dose dependent | rect. | 12 | 23 |
| 513 | 175.60 | radiation | 1 | 1440 | > th | dose independent | rect. | 13 | 1 |
| 527 | 175.65 | humidity | 90 | 90 | < th | dose dependent | rect. | 10 | 23 |
| 563 | 175.78 | radiation | 1 | 1440 | > th | dose independent | rect. | 9 | 5 |
| 569 | 175.78 | humidity | 90 | 720 | < th | dose dependent | rect. | 23 | 23 |
| 606 | 175.87 | humidity | 50 | 10 | > th | dose dependent | rect. | 15 | 23 |
| 704 | 176.17 | humidity | 90 | 720 | < th | dose dependent | no | NA | NA |
| 709 | 176.18 | humidity | 80 | 1440 | > th | dose independent | sin | 2 | NA |
| 714 | 176.20 | radiation | 10 | 1440 | < th | dose dependent | sin | 20 | NA |
| 793 | 176.40 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 1 |
| 794 | 176.40 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 1 |
| 817 | 176.47 | humidity | 60 | 10 | > th | dose dependent | rect. | 1 | 23 |
| 833 | 176.52 | radiation | 1 | 90 | < th | dose independent | sin | 22 | NA |
| 843 | 176.55 | radiation | 10 | 90 | < th | dose dependent | sin | 21 | NA |
| 848 | 176.56 | radiation | 1 | 90 | < th | dose independent | rect. | 5 | 18 |
| 870 | 176.61 | humidity | 70 | 30 | > th | dose independent | sin | 19 | NA |
| 929 | 176.78 | humidity | 70 | 1440 | > th | dose dependent | rect. | 11 | 2 |
| 930 | 176.78 | radiation | 10 | 270 | < th | dose dependent | rect. | 9 | 10 |
| 964 | 176.89 | radiation | 10 | 270 | < th | dose dependent | rect. | 7 | 12 |