Os02g0767300
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II
Description : Similar to Flavonol synthase/flavanone 3-hydroxylase (EC 1.14.11.23) (EC 1.14.11.9) (FLS) (CitFLS).
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Os02g0767300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
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Description : Similar to Flavonol synthase/flavanone 3-hydroxylase (EC 1.14.11.23) (EC 1.14.11.9) (FLS) (CitFLS).
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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 = wind,
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 397.47 | 0.937 | 3.97 | -2.77 | 0.53 | -0.95 | -0.478 | 2.32 | -1.14 | 5.83 | 2.957 | 4464 | -- | -- |
| 405.06 | 0.937 | 4.01 | -2.65 | 0.525 | -0.954 | -0.436 | -- | -1.11 | 5.73 | 3 | 4469 | -- | -- |
| 397.98 | 0.929 | 3.97 | -2.77 | 0.528 | -0.943 | -- | 2.29 | -1.14 | 5.62 | 2.952 | 4463 | -- | -- |
| 405.26 | 0.938 | 4.02 | -2.62 | 0.521 | -1.01 | -- | -- | -1.13 | 5.54 | 3.029 | 4469 | -- | -- |
| 410.98 | 0.944 | 3.97 | -2.76 | -- | -0.948 | -- | 2.38 | -1.09 | -- | 3.1 | 4298 | -- | -- |
| 420.45 | 0.961 | 3.95 | -2.89 | 0.483 | -- | -0.271 | -- | -0.841 | 5.62 | -- | -- | -- | -- |
| 420.62 | 0.96 | 3.95 | -2.89 | 0.481 | -- | -- | -- | -0.84 | 5.49 | -- | -- | -- | -- |
| 417.25 | 0.951 | 4.02 | -2.64 | -- | -0.996 | -- | -- | -1.08 | -- | 3 | 4298 | -- | -- |
| 567.63 | 1.11 | 3.91 | -- | 0.512 | -1.45 | -- | -- | -0.763 | 5.56 | 4.3 | 5579 | -- | -- |
| 432.67 | 0.972 | 3.96 | -2.87 | -- | -- | -- | -- | -0.829 | -- | -- | -- | -- | -- |
| 640.45 | 1.18 | 3.88 | -- | 0.435 | -- | -- | -- | -0.519 | 5.76 | -- | -- | -- | -- |
| 561.58 | 1.1 | 4.01 | -- | -- | -2.09 | -- | -- | -1.03 | -- | 3.865 | 5527 | -- | -- |
| 650.26 | 1.19 | 3.89 | -- | -- | -- | -- | -- | -0.51 | -- | -- | -- | -- | -- |
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 | 381.37 | humidity | 90 | 14400 | < th | dose independent | rect. | 3 | 3 |
| 3 | 385.51 | wind | 1 | 14400 | < th | dose dependent | rect. | 1 | 2 |
| 5 | 386.78 | wind | 1 | 4320 | > th | dose dependent | rect. | 21 | 2 |
| 6 | 386.94 | wind | 9 | 4320 | < th | dose dependent | rect. | 21 | 2 |
| 7 | 386.95 | wind | 1 | 14400 | < th | dose independent | rect. | 1 | 2 |
| 11 | 388.74 | wind | 3 | 4320 | > th | dose independent | rect. | 18 | 16 |
| 17 | 389.86 | wind | 3 | 4320 | < th | dose independent | rect. | 17 | 17 |
| 34 | 390.43 | humidity | 80 | 14400 | > th | dose dependent | rect. | 3 | 3 |
| 49 | 391.04 | wind | 3 | 4320 | < th | dose independent | rect. | 18 | 6 |
| 50 | 391.08 | wind | 3 | 4320 | > th | dose independent | rect. | 18 | 6 |
| 55 | 391.22 | wind | 3 | 4320 | > th | dose independent | rect. | 18 | 9 |
| 62 | 391.35 | wind | 3 | 4320 | < th | dose independent | rect. | 17 | 10 |
| 64 | 391.42 | humidity | 90 | 14400 | > th | dose independent | rect. | 4 | 2 |
| 65 | 391.43 | wind | 3 | 4320 | > th | dose independent | sin | 11 | NA |
| 66 | 391.45 | wind | 1 | 14400 | > th | dose independent | rect. | 1 | 2 |
| 86 | 392.04 | wind | 3 | 4320 | < th | dose independent | sin | 12 | NA |
| 90 | 392.14 | radiation | 30 | 4320 | > th | dose independent | rect. | 15 | 17 |
| 184 | 393.99 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 18 | 12 |
| 190 | 394.04 | wind | 1 | 4320 | > th | dose dependent | rect. | 17 | 16 |
| 191 | 394.04 | wind | 9 | 4320 | < th | dose dependent | rect. | 17 | 16 |
| 193 | 394.05 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 17 | 8 |
| 195 | 394.06 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 18 | 9 |
| 204 | 394.12 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 16 | 11 |
| 246 | 394.52 | wind | 3 | 1440 | < th | dose independent | rect. | 7 | 4 |
| 257 | 394.58 | wind | 3 | 1440 | < th | dose dependent | rect. | 7 | 4 |
| 271 | 394.72 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 18 | 5 |
| 283 | 394.79 | wind | 3 | 1440 | > th | dose independent | rect. | 7 | 4 |
| 293 | 394.89 | wind | 3 | 4320 | < th | dose independent | rect. | 19 | 1 |
| 305 | 394.99 | wind | 5 | 4320 | > th | dose independent | rect. | 21 | 2 |
| 310 | 395.02 | radiation | 40 | 43200 | > th | dose independent | rect. | 7 | 1 |
| 327 | 395.02 | radiation | 40 | 43200 | > th | dose dependent | rect. | 7 | 1 |
| 345 | 395.03 | wind | 9 | 4320 | < th | dose dependent | sin | 11 | NA |
| 346 | 395.04 | wind | 1 | 4320 | > th | dose dependent | sin | 11 | NA |
| 347 | 395.10 | wind | 3 | 4320 | > th | dose independent | rect. | 19 | 1 |
| 358 | 395.23 | wind | 5 | 4320 | < th | dose independent | rect. | 21 | 2 |
| 431 | 395.68 | wind | 3 | 1440 | < th | dose dependent | rect. | 8 | 1 |
| 453 | 395.84 | wind | 1 | 14400 | < th | dose dependent | rect. | 1 | 9 |
| 528 | 396.25 | radiation | 30 | 4320 | > th | dose independent | rect. | 15 | 2 |
| 576 | 396.43 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 5 | 1 |
| 579 | 396.44 | atmosphere | 995 | 43200 | < th | dose independent | sin | 11 | NA |
| 580 | 396.44 | wind | 9 | 4320 | < th | dose independent | rect. | 23 | 5 |
| 584 | 396.45 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 23 | 2 |
| 596 | 396.51 | atmosphere | 995 | 43200 | > th | dose independent | sin | 11 | NA |
| 603 | 396.56 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 20 | 2 |
| 607 | 396.58 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 20 | 6 |
| 626 | 396.64 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 20 | 10 |
| 642 | 396.69 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 22 | 3 |
| 643 | 396.69 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 21 | 5 |
| 647 | 396.69 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 22 | 3 |
| 713 | 396.79 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 13 | NA |
| 766 | 396.91 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 21 | 1 |
| 779 | 396.91 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 21 | 1 |
| 852 | 397.13 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 1 | 1 |
| 881 | 397.13 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 1 | 1 |
| 929 | 397.21 | wind | 1 | 14400 | < th | dose independent | rect. | 7 | 2 |
| 936 | 397.24 | radiation | 20 | 4320 | > th | dose dependent | rect. | 16 | 15 |
| 955 | 397.34 | humidity | 90 | 14400 | > th | dose independent | rect. | 1 | 6 |
| 961 | 397.37 | wind | 1 | 14400 | < th | dose dependent | rect. | 5 | 4 |
| 979 | 397.44 | wind | 1 | 14400 | < th | dose independent | rect. | 1 | 9 |