Os02g0755900
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Glucosyltransferase (Fragment).
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Os02g0755900 |
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 = temperature,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 502.81 | 1.05 | 6.89 | 3.83 | 2.54 | -3.14 | 0.0493 | -1.83 | 1.64 | 14.6 | 15.41 | 6336 | -- | -- |
| 504.22 | 1.05 | 6.81 | 4.22 | 2.5 | -2.9 | -0.0116 | -- | 1.8 | 14.6 | 17 | 6500 | -- | -- |
| 502.66 | 1.04 | 6.88 | 3.89 | 2.53 | -3.01 | -- | -1.47 | 1.66 | 14.6 | 16.27 | 6298 | -- | -- |
| 504.06 | 1.05 | 6.81 | 4.24 | 2.54 | -2.85 | -- | -- | 1.77 | 14.6 | 17.1 | 6355 | -- | -- |
| 845.66 | 1.35 | 6.86 | 4.01 | -- | -3.32 | -- | -1.39 | 1.77 | -- | 16.68 | 6869 | -- | -- |
| 691.37 | 1.23 | 6.99 | 2.68 | 2.6 | -- | 0.232 | -- | 0.985 | 14.4 | -- | -- | -- | -- |
| 691.57 | 1.23 | 6.99 | 2.69 | 2.61 | -- | -- | -- | 0.987 | 14.4 | -- | -- | -- | -- |
| 848.51 | 1.36 | 6.79 | 4.31 | -- | -3.15 | -- | -- | 1.87 | -- | 17.56 | 6865 | -- | -- |
| 794.17 | 1.31 | 7 | -- | 2.52 | -1.43 | -- | -- | 0.951 | 14.5 | 28.5 | 7723 | -- | -- |
| 1091.87 | 1.54 | 7.01 | 2.58 | -- | -- | -- | -- | 0.922 | -- | -- | -- | -- | -- |
| 881.76 | 1.39 | 7.05 | -- | 2.55 | -- | -- | -- | 0.687 | 14.4 | -- | -- | -- | -- |
| 1135.45 | 1.57 | 6.96 | -- | -- | -1.67 | -- | -- | 1.11 | -- | 28.3 | 8320 | -- | -- |
| 1266.9 | 1.66 | 7.07 | -- | -- | -- | -- | -- | 0.636 | -- | -- | -- | -- | -- |
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 | 481.72 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 22 | 1 |
| 2 | 483.79 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 8 | 20 |
| 3 | 483.90 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 15 | 11 |
| 16 | 484.07 | temperature | 20.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
| 19 | 484.09 | temperature | 20.0 | 43200 | > th | dose independent | sin | 16 | NA |
| 21 | 484.10 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 13 |
| 29 | 484.14 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 19 | 22 |
| 31 | 484.15 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 16 | 21 |
| 49 | 484.22 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 19 | 5 |
| 51 | 484.22 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 19 | 19 |
| 64 | 484.27 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 8 | 20 |
| 73 | 484.32 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 23 | 23 |
| 77 | 484.33 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 3 | 23 |
| 78 | 484.34 | temperature | 20.0 | 43200 | > th | dose independent | no | NA | NA |
| 79 | 484.34 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
| 102 | 484.37 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 11 | 23 |
| 108 | 484.41 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 24 | 7 |
| 123 | 484.45 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 19 | 22 |
| 127 | 484.47 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 16 | 21 |
| 129 | 484.48 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 15 | 12 |
| 134 | 484.49 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 19 | 18 |
| 154 | 484.54 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 16 | 10 |
| 167 | 484.55 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 12 |
| 183 | 484.59 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 11 | 17 |
| 220 | 484.67 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 23 | 23 |
| 231 | 484.71 | temperature | 20.0 | 43200 | < th | dose independent | no | NA | NA |
| 238 | 484.72 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 11 | 23 |
| 242 | 484.75 | temperature | 20.0 | 43200 | < th | dose independent | sin | 15 | NA |
| 311 | 484.92 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 23 | 18 |
| 324 | 484.96 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 23 | 15 |
| 332 | 484.99 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
| 333 | 484.99 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 24 | 13 |
| 338 | 485.01 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 19 | 6 |
| 351 | 485.03 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 12 |
| 360 | 485.06 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 23 | 15 |
| 387 | 485.12 | temperature | 20.0 | 43200 | < th | dose independent | sin | 5 | NA |
| 422 | 485.20 | temperature | 20.0 | 43200 | > th | dose independent | sin | 5 | NA |
| 423 | 485.20 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 12 |
| 427 | 485.20 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 12 |
| 439 | 485.24 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 17 | 1 |
| 466 | 485.36 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 5 | 5 |
| 482 | 485.42 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 22 | 1 |
| 483 | 485.42 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 5 | 5 |
| 502 | 485.51 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 17 | 1 |
| 537 | 485.63 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 15 | 4 |
| 547 | 485.67 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 15 | 4 |
| 559 | 485.73 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 9 |
| 562 | 485.73 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 9 |
| 576 | 485.80 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 9 |
| 585 | 485.86 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 9 |
| 605 | 485.92 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 18 | 3 |
| 613 | 485.94 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
| 651 | 486.13 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 22 | 9 |
| 653 | 486.13 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 22 | 9 |
| 663 | 486.18 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 22 | 9 |
| 721 | 486.45 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 9 |
| 740 | 486.55 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 9 | 1 |
| 838 | 486.94 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
| 885 | 487.03 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 7 | 4 |
| 889 | 487.03 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 18 | 18 |
| 949 | 487.18 | temperature | 20.0 | 43200 | > th | dose dependent | sin | 20 | NA |
| 961 | 487.20 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 8 | 20 |