Os09g0461700
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Esterase/lipase/thioesterase domain containing protein.
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Os09g0461700 |
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 = 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 157.88 | 0.59 | 7.96 | -0.00777 | 5.11 | -2.85 | 3.7 | -4.56 | -0.0662 | 5.5 | 46.09 | 723 | 16.9 | 8.88 |
| 172.02 | 0.611 | 7.95 | -0.0179 | 5.04 | -2.71 | 0.521 | -- | -0.0742 | 5.72 | 59.05 | 730 | 17.7 | 7.93 |
| 168.39 | 0.604 | 7.97 | -0.0382 | 4.99 | -2.87 | -- | -1.63 | -0.0586 | 5.27 | 47.03 | 721 | 16.7 | 8.33 |
| 172.53 | 0.612 | 7.95 | -0.0113 | 5.02 | -2.67 | -- | -- | -0.0721 | 5.72 | 58.92 | 726 | 17.7 | 7.95 |
| 472.99 | 1.02 | 8.02 | -0.0519 | -- | -2.33 | -- | -0.489 | 0.114 | -- | 0.9262 | 1694 | 13.7 | 7.85 |
| 200.93 | 0.665 | 7.97 | -0.118 | 3.29 | -- | 1.33 | -- | -0.066 | 6.7 | -- | -- | -- | -- |
| 205.19 | 0.671 | 7.98 | -0.0993 | 3.3 | -- | -- | -- | -0.0709 | 6.63 | -- | -- | -- | -- |
| 197.79 | 0.655 | 8.06 | -0.168 | -- | -4.25 | -- | -- | -0.0773 | -- | -143.8 | 2257 | 5.67 | 12.5 |
| 172.39 | 0.612 | 7.96 | -- | 4.93 | -2.65 | -- | -- | -0.0679 | 5.65 | 59.18 | 722 | 17.6 | 7.92 |
| 772.18 | 1.3 | 8.04 | -0.0209 | -- | -- | -- | -- | -0.00435 | -- | -- | -- | -- | -- |
| 205.45 | 0.67 | 7.97 | -- | 3.3 | -- | -- | -- | -0.0598 | 6.63 | -- | -- | -- | -- |
| 193.21 | 0.647 | 8.06 | -- | -- | -3.77 | -- | -- | -0.0563 | -- | -249 | 2354 | 5.47 | 11.4 |
| 772.19 | 1.3 | 8.04 | -- | -- | -- | -- | -- | -0.00203 | -- | -- | -- | -- | -- |
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 | 158.42 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 17 | 9 |
| 14 | 159.89 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 10 |
| 16 | 160.30 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 18 | 5 |
| 21 | 160.84 | humidity | 90.0 | 720 | < th | dose dependent | rect. | 19 | 2 |
| 47 | 161.92 | humidity | 90.0 | 720 | < th | dose independent | rect. | 18 | 5 |
| 104 | 164.09 | humidity | 70.0 | 720 | > th | dose independent | rect. | 16 | 4 |
| 201 | 166.12 | humidity | 60.0 | 720 | > th | dose dependent | sin | 16 | NA |
| 239 | 166.74 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 22 |
| 240 | 166.74 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 22 |
| 257 | 166.98 | humidity | 70.0 | 720 | > th | dose independent | sin | 14 | NA |
| 259 | 167.02 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 18 |
| 260 | 167.02 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 18 |
| 351 | 168.11 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 9 |
| 405 | 168.77 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 14 |
| 406 | 168.77 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 14 |
| 423 | 169.07 | humidity | 80.0 | 720 | > th | dose independent | sin | 17 | NA |
| 440 | 169.52 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 11 | 9 |
| 441 | 169.52 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 11 | 9 |
| 485 | 170.00 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 8 | 15 |
| 487 | 170.00 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 8 | 15 |
| 508 | 170.16 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 2 | 18 |
| 509 | 170.16 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 2 | 18 |
| 540 | 170.53 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 17 | 6 |
| 541 | 170.53 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 17 | 6 |
| 544 | 170.54 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 14 | 12 |
| 557 | 170.69 | temperature | 30.0 | 720 | < th | dose independent | rect. | 17 | 2 |
| 580 | 170.89 | precipitation | 0.1 | 720 | < th | dose independent | rect. | 13 | 16 |
| 582 | 170.89 | precipitation | 0.1 | 720 | < th | dose dependent | rect. | 13 | 16 |
| 588 | 170.97 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 7 | 19 |
| 727 | 172.31 | humidity | 80.0 | 720 | < th | dose independent | sin | 15 | NA |
| 728 | 172.31 | humidity | 90.0 | 720 | < th | dose dependent | sin | 14 | NA |
| 756 | 172.56 | precipitation | 0.1 | 720 | < th | dose independent | sin | 15 | NA |
| 757 | 172.56 | precipitation | 0.1 | 720 | < th | dose dependent | sin | 15 | NA |
| 803 | 172.92 | humidity | 90.0 | 720 | < th | dose independent | rect. | 10 | 14 |
| 817 | 173.02 | temperature | 30.0 | 720 | < th | dose independent | rect. | 16 | 15 |
| 865 | 173.41 | wind | 7.0 | 270 | < th | dose independent | rect. | 6 | 10 |
| 877 | 173.50 | radiation | 1.0 | 720 | < th | dose independent | rect. | 17 | 9 |
| 880 | 173.51 | wind | 7.0 | 90 | < th | dose independent | rect. | 15 | 12 |
| 902 | 173.60 | atmosphere | 1005.0 | 720 | > th | dose independent | rect. | 19 | 3 |
| 942 | 173.81 | wind | 9.0 | 720 | < th | dose independent | rect. | 23 | 18 |
| 955 | 173.87 | radiation | 1.0 | 720 | < th | dose independent | rect. | 14 | 12 |
| 965 | 173.92 | wind | 7.0 | 270 | < th | dose independent | rect. | 13 | 12 |
| 966 | 173.93 | temperature | 30.0 | 720 | < th | dose independent | sin | 13 | NA |
| 982 | 174.02 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 3 | 12 |
| 983 | 174.02 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 3 | 12 |
| 984 | 174.04 | precipitation | 0.1 | 720 | < th | dose independent | sin | 0 | NA |
| 986 | 174.04 | precipitation | 0.1 | 720 | < th | dose dependent | sin | 0 | NA |