Os03g0702000
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : UDP-glucuronosyl/UDP-glucosyltransferase family protein.
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Os03g0702000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : UDP-glucuronosyl/UDP-glucosyltransferase family 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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 152.01 | 0.579 | 3.29 | 0.0641 | 0.542 | -0.525 | 0.455 | -2.36 | 0.0245 | 0.518 | 20.6 | 1390 | -- | -- |
| 161.57 | 0.592 | 3.22 | 0.506 | 0.54 | -0.241 | 0.287 | -- | 0.154 | 0.794 | 23.93 | 1616 | -- | -- |
| 152.7 | 0.576 | 3.29 | 0.04 | 0.538 | -0.499 | -- | -2.31 | 0.0182 | 0.62 | 20.7 | 1406 | -- | -- |
| 161.96 | 0.593 | 3.22 | 0.511 | 0.533 | -0.24 | -- | -- | 0.159 | 0.677 | 24 | 1746 | -- | -- |
| 170.87 | 0.609 | 3.29 | 0.0323 | -- | -0.45 | -- | -2.29 | 0.0159 | -- | 20.8 | 1406 | -- | -- |
| 163.99 | 0.6 | 3.24 | 0.417 | 0.531 | -- | 0.334 | -- | 0.0644 | 0.578 | -- | -- | -- | -- |
| 164.45 | 0.601 | 3.24 | 0.403 | 0.531 | -- | -- | -- | 0.0623 | 0.702 | -- | -- | -- | -- |
| 176.77 | 0.622 | 3.2 | 0.529 | -- | -0.257 | -- | -- | 0.186 | -- | 24 | 1746 | -- | -- |
| 168.03 | 0.604 | 3.24 | -- | 0.537 | -0.12 | -- | -- | 0.0603 | 0.635 | 24 | 1746 | -- | -- |
| 182.1 | 0.631 | 3.23 | 0.422 | -- | -- | -- | -- | 0.0718 | -- | -- | -- | -- | -- |
| 168.74 | 0.608 | 3.25 | -- | 0.537 | -- | -- | -- | 0.0174 | 0.737 | -- | -- | -- | -- |
| 182.85 | 0.63 | 3.25 | -- | -- | 0.589 | -- | -- | -0.0486 | -- | 17.7 | 2254 | -- | -- |
| 186.81 | 0.638 | 3.24 | -- | -- | -- | -- | -- | 0.0249 | -- | -- | -- | -- | -- |
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 | 148.62 | humidity | 60 | 270 | > th | dose dependent | rect. | 20 | 13 |
| 7 | 150.18 | humidity | 80 | 270 | > th | dose independent | rect. | 20 | 12 |
| 8 | 150.51 | temperature | 20 | 90 | > th | dose independent | rect. | 21 | 8 |
| 10 | 150.63 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 7 |
| 15 | 150.76 | humidity | 80 | 270 | < th | dose dependent | rect. | 20 | 12 |
| 17 | 150.79 | temperature | 15 | 90 | > th | dose dependent | rect. | 21 | 10 |
| 19 | 150.84 | temperature | 20 | 90 | > th | dose independent | rect. | 21 | 10 |
| 25 | 151.00 | temperature | 20 | 90 | > th | dose independent | rect. | 23 | 6 |
| 26 | 151.02 | wind | 7 | 1440 | < th | dose independent | rect. | 2 | 7 |
| 30 | 151.14 | temperature | 20 | 720 | < th | dose dependent | rect. | 23 | 1 |
| 33 | 151.17 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 8 |
| 34 | 151.17 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 8 |
| 46 | 151.36 | wind | 7 | 1440 | > th | dose independent | rect. | 8 | 1 |
| 51 | 151.42 | humidity | 80 | 270 | < th | dose independent | sin | 10 | NA |
| 62 | 151.52 | atmosphere | 1015 | 90 | < th | dose independent | rect. | 20 | 23 |
| 69 | 151.55 | wind | 7 | 90 | > th | dose dependent | rect. | 1 | 8 |
| 71 | 151.58 | wind | 7 | 1440 | > th | dose independent | rect. | 3 | 6 |
| 76 | 151.62 | wind | 7 | 90 | > th | dose independent | rect. | 1 | 8 |
| 79 | 151.64 | temperature | 20 | 720 | > th | dose independent | sin | 15 | NA |
| 83 | 151.66 | humidity | 70 | 270 | > th | dose dependent | rect. | 20 | 19 |
| 85 | 151.67 | wind | 7 | 1440 | < th | dose independent | rect. | 5 | 4 |
| 87 | 151.68 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 12 |
| 88 | 151.70 | temperature | 20 | 1440 | < th | dose independent | rect. | 23 | 1 |
| 89 | 151.70 | humidity | 60 | 270 | > th | dose dependent | sin | 11 | NA |
| 90 | 151.72 | humidity | 80 | 270 | > th | dose independent | sin | 10 | NA |
| 93 | 151.73 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 12 |
| 104 | 151.79 | temperature | 20 | 720 | > th | dose independent | rect. | 15 | 11 |
| 114 | 151.82 | humidity | 80 | 1440 | < th | dose dependent | rect. | 21 | 13 |
| 125 | 151.87 | temperature | 25 | 10 | < th | dose dependent | rect. | 17 | 18 |
| 155 | 152.00 | humidity | 50 | 720 | > th | dose independent | rect. | 20 | 19 |
| 160 | 152.03 | temperature | 20 | 1440 | > th | dose independent | rect. | 13 | 17 |
| 172 | 152.06 | humidity | 80 | 270 | < th | dose independent | rect. | 19 | 13 |
| 179 | 152.09 | temperature | 20 | 90 | > th | dose independent | rect. | 20 | 22 |
| 181 | 152.10 | temperature | 20 | 1440 | < th | dose independent | rect. | 13 | 17 |
| 191 | 152.14 | humidity | 90 | 270 | < th | dose dependent | sin | 10 | NA |
| 193 | 152.15 | temperature | 25 | 10 | < th | dose dependent | sin | 13 | NA |
| 205 | 152.19 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 1 |
| 210 | 152.19 | atmosphere | 1000 | 10 | > th | dose dependent | rect. | 19 | 9 |
| 211 | 152.20 | temperature | 20 | 1440 | > th | dose independent | sin | 11 | NA |
| 239 | 152.27 | humidity | 50 | 720 | > th | dose independent | rect. | 4 | 11 |
| 249 | 152.30 | temperature | 20 | 1440 | < th | dose independent | sin | 11 | NA |
| 280 | 152.39 | wind | 7 | 90 | > th | dose independent | rect. | 8 | 1 |
| 284 | 152.39 | wind | 7 | 90 | > th | dose dependent | rect. | 8 | 1 |
| 355 | 152.56 | atmosphere | 1000 | 30 | > th | dose dependent | rect. | 19 | 7 |
| 362 | 152.58 | humidity | 50 | 720 | > th | dose independent | rect. | 3 | 13 |
| 365 | 152.58 | wind | 7 | 1440 | > th | dose dependent | rect. | 8 | 1 |
| 398 | 152.65 | humidity | 80 | 270 | < th | dose independent | rect. | 17 | 17 |
| 405 | 152.67 | humidity | 50 | 720 | > th | dose independent | rect. | 11 | 5 |
| 453 | 152.75 | temperature | 25 | 10 | < th | dose dependent | rect. | 14 | 21 |
| 482 | 152.81 | wind | 7 | 1440 | > th | dose dependent | rect. | 1 | 8 |
| 499 | 152.84 | temperature | 15 | 720 | > th | dose dependent | rect. | 20 | 3 |
| 501 | 152.85 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 1 |
| 516 | 152.86 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 20 |
| 526 | 152.88 | atmosphere | 1005 | 720 | > th | dose dependent | rect. | 18 | 1 |
| 543 | 152.90 | temperature | 25 | 10 | < th | dose dependent | rect. | 12 | 23 |
| 603 | 153.00 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 20 |
| 616 | 153.01 | temperature | 25 | 90 | < th | dose dependent | rect. | 17 | 10 |
| 675 | 153.08 | temperature | 25 | 10 | < th | dose dependent | rect. | 6 | 22 |
| 699 | 153.12 | wind | 5 | 4320 | > th | dose dependent | rect. | 21 | 1 |
| 726 | 153.17 | atmosphere | 1015 | 270 | < th | dose independent | rect. | 20 | 11 |
| 737 | 153.19 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
| 763 | 153.23 | wind | 5 | 4320 | > th | dose independent | rect. | 21 | 1 |
| 788 | 153.26 | temperature | 15 | 90 | > th | dose dependent | rect. | 23 | 6 |
| 792 | 153.27 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 1 |
| 810 | 153.29 | temperature | 15 | 1440 | > th | dose dependent | rect. | 23 | 1 |
| 811 | 153.30 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 23 |
| 833 | 153.34 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
| 843 | 153.35 | wind | 5 | 4320 | > th | dose dependent | rect. | 20 | 3 |
| 851 | 153.37 | humidity | 50 | 720 | < th | dose dependent | sin | 7 | NA |
| 853 | 153.37 | temperature | 10 | 30 | > th | dose dependent | rect. | 20 | 23 |
| 872 | 153.42 | wind | 5 | 4320 | > th | dose independent | rect. | 20 | 3 |
| 880 | 153.43 | temperature | 10 | 10 | > th | dose dependent | sin | 11 | NA |
| 883 | 153.44 | humidity | 80 | 270 | > th | dose independent | rect. | 20 | 19 |
| 888 | 153.45 | temperature | 20 | 1440 | < th | dose independent | rect. | 2 | 23 |
| 896 | 153.46 | humidity | 50 | 720 | < th | dose dependent | rect. | 17 | 22 |
| 900 | 153.47 | temperature | 20 | 720 | < th | dose independent | rect. | 11 | 14 |
| 911 | 153.48 | humidity | 50 | 720 | < th | dose dependent | rect. | 10 | 5 |
| 997 | 153.57 | humidity | 80 | 1440 | < th | dose dependent | sin | 8 | NA |