Os02g0578100
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Glucosyltransferase (Fragment).
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Os02g0578100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Glucosyltransferase (Fragment).
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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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 565.7 | 1.12 | 8.63 | -2.24 | 2.39 | -2.95 | 0.329 | -1.15 | -2.51 | 9.42 | 92.47 | 751 | 20.5 | 1.4 |
| 567.06 | 1.11 | 8.64 | -2.26 | 2.4 | -2.99 | 0.329 | -- | -2.52 | 9.43 | 92.57 | 752 | 20.5 | 1.52 |
| 565.99 | 1.11 | 8.63 | -2.22 | 2.4 | -2.94 | -- | -1.18 | -2.51 | 9.41 | 92.49 | 752 | 20.5 | 1.4 |
| 566.7 | 1.11 | 8.64 | -2.26 | 2.4 | -3.04 | -- | -- | -2.53 | 9.41 | 92.64 | 752 | 20.5 | 1.55 |
| 883 | 1.38 | 8.7 | -2.13 | -- | -2.91 | -- | -0.79 | -2.52 | -- | 90.26 | 606 | 20.5 | 1.42 |
| 685.95 | 1.23 | 8.59 | -2.28 | 2.45 | -- | 0.529 | -- | -2.33 | 9.95 | -- | -- | -- | -- |
| 687.03 | 1.23 | 8.59 | -2.26 | 2.44 | -- | -- | -- | -2.33 | 9.93 | -- | -- | -- | -- |
| 679.2 | 1.21 | 8.49 | -1.31 | -- | -2.51 | -- | -- | -1.96 | -- | 5.232 | 878 | 13.5 | 3.05 |
| 701.69 | 1.23 | 8.6 | -- | 2.38 | -3.11 | -- | -- | -2.37 | 9.36 | 92.35 | 752 | 20.5 | 1.72 |
| 1045.8 | 1.51 | 8.66 | -2.29 | -- | -- | -- | -- | -2.33 | -- | -- | -- | -- | -- |
| 821.45 | 1.34 | 8.54 | -- | 2.45 | -- | -- | -- | -2.08 | 10 | -- | -- | -- | -- |
| 770.09 | 1.29 | 8.59 | -- | -- | -2.9 | -- | -- | -2.02 | -- | -6.483 | 892 | 12.8 | 4.73 |
| 1183.71 | 1.61 | 8.6 | -- | -- | -- | -- | -- | -2.08 | -- | -- | -- | -- | -- |
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 | 589.59 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 2 |
| 2 | 590.58 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
| 3 | 590.69 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 19 | 3 |
| 6 | 594.61 | wind | 1.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
| 7 | 595.18 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
| 21 | 595.20 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 4 | 1 |
| 22 | 595.72 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 18 | 2 |
| 25 | 595.77 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 18 | 6 |
| 29 | 596.03 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 18 | 13 |
| 32 | 596.16 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 18 | 9 |
| 56 | 596.83 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 2 |
| 57 | 596.83 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 2 |
| 58 | 596.94 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 2 |
| 59 | 596.94 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 2 |
| 61 | 597.07 | wind | 1.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
| 66 | 598.67 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 18 | 15 |
| 67 | 599.33 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 84 | 600.30 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 8 | 1 |
| 147 | 602.31 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 18 | 7 |
| 148 | 602.33 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 20 | 8 |
| 149 | 602.48 | precipitation | 0.1 | 720 | > th | dose independent | rect. | 17 | 11 |
| 154 | 603.24 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
| 169 | 603.47 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 4 | 2 |
| 173 | 603.72 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 17 | 11 |
| 174 | 603.72 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 17 | 11 |
| 177 | 604.01 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 20 | 8 |
| 179 | 604.09 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 5 | 4 |
| 183 | 604.46 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
| 185 | 604.48 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 2 | 7 |
| 196 | 605.03 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 23 | 10 |
| 208 | 605.71 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 4 | 2 |
| 210 | 605.80 | temperature | 30.0 | 43200 | > th | dose dependent | sin | 11 | NA |
| 219 | 606.46 | wind | 1.0 | 4320 | < th | dose dependent | rect. | 18 | 1 |
| 221 | 606.60 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 14 | 6 |
| 284 | 607.57 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 2 |
| 294 | 607.70 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 3 |
| 312 | 608.01 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 9 | 11 |
| 315 | 608.06 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 2 |
| 316 | 608.06 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 2 |
| 318 | 608.06 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 9 | 15 |
| 323 | 608.24 | radiation | 10.0 | 1440 | < th | dose dependent | rect. | 9 | 18 |
| 328 | 608.44 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 16 | 12 |
| 336 | 608.85 | temperature | 30.0 | 43200 | > th | dose independent | sin | 11 | NA |
| 338 | 608.86 | wind | 7.0 | 43200 | > th | dose independent | rect. | 15 | 4 |
| 348 | 609.06 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 9 | 9 |
| 362 | 609.13 | temperature | 30.0 | 43200 | < th | dose independent | sin | 11 | NA |
| 401 | 609.64 | radiation | 10.0 | 1440 | < th | dose dependent | sin | 19 | NA |
| 418 | 609.73 | radiation | 10.0 | 43200 | > th | dose independent | sin | 22 | NA |
| 486 | 610.41 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 12 | 8 |
| 492 | 610.55 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 9 | 11 |
| 498 | 610.64 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 15 | 23 |
| 517 | 610.67 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 8 | 17 |
| 535 | 610.81 | wind | 1.0 | 14400 | < th | dose dependent | rect. | 1 | 3 |
| 555 | 610.95 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 12 | 2 |
| 559 | 610.99 | radiation | 10.0 | 43200 | > th | dose independent | no | NA | NA |
| 650 | 611.23 | radiation | 10.0 | 43200 | > th | dose independent | rect. | 12 | 23 |
| 653 | 611.24 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 14 | NA |
| 675 | 611.40 | wind | 7.0 | 43200 | < th | dose independent | rect. | 15 | 4 |
| 680 | 611.46 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
| 685 | 611.64 | precipitation | 0.1 | 270 | > th | dose independent | rect. | 2 | 2 |
| 739 | 612.35 | humidity | 90.0 | 720 | > th | dose dependent | rect. | 9 | 14 |
| 741 | 612.37 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 6 | 1 |
| 763 | 612.45 | radiation | 40.0 | 43200 | > th | dose independent | rect. | 13 | 19 |
| 800 | 612.59 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
| 879 | 612.95 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
| 883 | 613.01 | precipitation | 0.1 | 270 | > th | dose dependent | rect. | 2 | 2 |
| 885 | 613.04 | temperature | 30.0 | 43200 | > th | dose dependent | no | NA | NA |
| 886 | 613.04 | temperature | 30.0 | 43200 | > th | dose dependent | rect. | 8 | 11 |