Os04g0556500
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Cis-zeatin O-glucosyltransferase 1 (EC 2.4.1.215) (cisZOG1).
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Os04g0556500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Cis-zeatin O-glucosyltransferase 1 (EC 2.4.1.215) (cisZOG1).
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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 independent, type of G = sin)
| 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 322.61 | 0.844 | 8.26 | 0.885 | 1.86 | 2.53 | 3.63 | 3.82 | -0.465 | 18.3 | 77.61 | 737 | 7.8 | -- |
| 333.92 | 0.851 | 8.22 | 1.05 | 1.87 | 2.52 | 1.63 | -- | -0.405 | 18.4 | 78 | 741 | 7.57 | -- |
| 335.99 | 0.854 | 8.26 | 0.957 | 1.86 | 2.63 | -- | 0.818 | -0.455 | 17.6 | 78 | 716 | 8.51 | -- |
| 334.1 | 0.851 | 8.25 | 0.927 | 2.13 | 2.74 | -- | -- | -0.453 | 18.7 | 77 | 740 | 7.23 | -- |
| 346.92 | 0.867 | 8.21 | 0.805 | -- | 2.32 | -- | 2.5 | -0.426 | -- | 76.87 | 1484 | 5.77 | -- |
| 400.23 | 0.938 | 8.19 | 0.933 | 0.282 | -- | 1.33 | -- | -0.334 | 20.9 | -- | -- | -- | -- |
| 405.65 | 0.943 | 8.19 | 0.884 | 0.285 | -- | -- | -- | -0.337 | 22.2 | -- | -- | -- | -- |
| 352.01 | 0.874 | 8.2 | 1.01 | -- | 2.69 | -- | -- | -0.403 | -- | 76.39 | 1470 | 4.85 | -- |
| 356.06 | 0.879 | 8.29 | -- | 2.27 | 2.95 | -- | -- | -0.581 | 18.3 | 77.21 | 717 | 7.34 | -- |
| 410.59 | 0.947 | 8.18 | 0.888 | -- | -- | -- | -- | -0.336 | -- | -- | -- | -- | -- |
| 426.23 | 0.966 | 8.21 | -- | 0.29 | -- | -- | -- | -0.436 | 22.4 | -- | -- | -- | -- |
| 375.7 | 0.903 | 8.22 | -- | -- | 2.64 | -- | -- | -0.503 | -- | 77.19 | 1470 | 6.14 | -- |
| 431.39 | 0.969 | 8.21 | -- | -- | -- | -- | -- | -0.435 | -- | -- | -- | -- | -- |
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 | 324.09 | humidity | 80 | 720 | < th | dose dependent | rect. | 19 | 8 |
| 4 | 324.54 | humidity | 80 | 720 | < th | dose dependent | rect. | 19 | 12 |
| 8 | 327.51 | humidity | 50 | 720 | > th | dose dependent | rect. | 19 | 8 |
| 9 | 327.71 | humidity | 70 | 720 | > th | dose dependent | rect. | 16 | 15 |
| 12 | 328.35 | humidity | 80 | 720 | > th | dose independent | rect. | 16 | 13 |
| 13 | 328.39 | humidity | 60 | 720 | > th | dose dependent | rect. | 17 | 12 |
| 20 | 328.63 | humidity | 70 | 720 | > th | dose dependent | sin | 13 | NA |
| 24 | 328.75 | humidity | 80 | 720 | > th | dose independent | sin | 14 | NA |
| 26 | 328.84 | humidity | 80 | 720 | > th | dose independent | rect. | 15 | 16 |
| 61 | 330.24 | humidity | 80 | 720 | < th | dose independent | sin | 14 | NA |
| 69 | 330.61 | humidity | 80 | 720 | > th | dose independent | rect. | 19 | 8 |
| 88 | 331.35 | humidity | 80 | 720 | < th | dose independent | rect. | 15 | 16 |
| 90 | 331.55 | wind | 9 | 4320 | > th | dose dependent | rect. | 18 | 3 |
| 96 | 331.74 | humidity | 80 | 720 | < th | dose independent | rect. | 19 | 7 |
| 139 | 333.08 | wind | 7 | 4320 | < th | dose independent | rect. | 18 | 3 |
| 150 | 333.31 | humidity | 80 | 720 | > th | dose independent | rect. | 11 | 20 |
| 157 | 333.56 | wind | 7 | 4320 | > th | dose independent | rect. | 18 | 3 |
| 245 | 335.84 | temperature | 20 | 720 | > th | dose independent | rect. | 14 | 9 |
| 294 | 337.25 | humidity | 90 | 720 | < th | dose dependent | sin | 12 | NA |
| 333 | 338.35 | temperature | 20 | 720 | < th | dose independent | rect. | 11 | 12 |
| 340 | 338.42 | temperature | 20 | 720 | < th | dose independent | rect. | 13 | 10 |
| 351 | 338.51 | temperature | 20 | 720 | > th | dose independent | rect. | 10 | 14 |
| 453 | 340.18 | temperature | 20 | 720 | > th | dose independent | sin | 20 | NA |
| 496 | 340.75 | temperature | 20 | 720 | < th | dose independent | sin | 19 | NA |
| 584 | 341.98 | humidity | 90 | 720 | < th | dose dependent | rect. | 22 | 1 |
| 588 | 342.02 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 6 |
| 613 | 342.25 | humidity | 80 | 720 | > th | dose independent | rect. | 19 | 4 |
| 656 | 342.73 | wind | 5 | 720 | > th | dose independent | rect. | 21 | 1 |
| 843 | 344.98 | wind | 7 | 720 | < th | dose independent | rect. | 15 | 8 |
| 876 | 345.31 | temperature | 20 | 720 | < th | dose dependent | rect. | 8 | 15 |
| 877 | 345.32 | temperature | 20 | 720 | < th | dose dependent | rect. | 10 | 13 |
| 895 | 345.48 | temperature | 20 | 720 | < th | dose dependent | rect. | 14 | 9 |
| 919 | 345.67 | wind | 5 | 720 | > th | dose dependent | rect. | 17 | 6 |
| 967 | 346.05 | humidity | 70 | 720 | > th | dose dependent | rect. | 19 | 4 |
| 970 | 346.06 | humidity | 80 | 43200 | > th | dose dependent | rect. | 13 | 1 |