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Os01g0575200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
213.25 | 0.686 | 10.1 | 2.52 | 1.02 | -1.38 | 0.589 | 0.348 | 0.881 | 0.623 | 10.04 | 1438 | -- | -- |
213.49 | 0.681 | 10.1 | 2.48 | 1.03 | -1.38 | 0.623 | -- | 0.881 | 0.611 | 10.2 | 1440 | -- | -- |
214.65 | 0.682 | 10.1 | 2.51 | 1.02 | -1.37 | -- | 0.42 | 0.879 | 0.733 | 10.04 | 1436 | -- | -- |
214.95 | 0.683 | 10.1 | 2.45 | 1.03 | -1.38 | -- | -- | 0.878 | 0.741 | 10.03 | 1436 | -- | -- |
248.5 | 0.734 | 10.1 | 2.53 | -- | -1.77 | -- | 0.0262 | 0.779 | -- | 10 | 1665 | -- | -- |
267.5 | 0.767 | 10.2 | 2.03 | 0.964 | -- | 0.341 | -- | 0.446 | 0.604 | -- | -- | -- | -- |
267.98 | 0.767 | 10.2 | 2.01 | 0.964 | -- | -- | -- | 0.444 | 0.684 | -- | -- | -- | -- |
246.56 | 0.731 | 10.1 | 2.46 | -- | -1.91 | -- | -- | 0.912 | -- | 10 | 1680 | -- | -- |
318.21 | 0.831 | 10.1 | -- | 1.69 | -2.12 | -- | -- | 0.58 | 23.7 | 8.18 | 1240 | -- | -- |
326.18 | 0.844 | 10.2 | 2.05 | -- | -- | -- | -- | 0.461 | -- | -- | -- | -- | -- |
374.73 | 0.906 | 10.2 | -- | 0.996 | -- | -- | -- | 0.219 | 0.78 | -- | -- | -- | -- |
374.8 | 0.905 | 10.2 | -- | -- | -0.76 | -- | -- | 0.227 | -- | 8.18 | 1240 | -- | -- |
436.71 | 0.975 | 10.2 | -- | -- | -- | -- | -- | 0.234 | -- | -- | -- | -- | -- |
Results of the grid search
Summarized heatmap of deviance![]() |
Histogram![]() ![]() |
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 | 210.05 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 23 |
3 | 210.50 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 10 |
30 | 211.64 | radiation | 10 | 1440 | < th | dose dependent | rect. | 8 | 10 |
33 | 212.03 | radiation | 20 | 1440 | < th | dose dependent | rect. | 9 | 15 |
35 | 212.07 | radiation | 20 | 1440 | < th | dose dependent | rect. | 9 | 13 |
39 | 212.10 | radiation | 20 | 1440 | < th | dose dependent | rect. | 9 | 19 |
54 | 212.25 | radiation | 10 | 1440 | > th | dose independent | sin | 23 | NA |
59 | 212.46 | radiation | 10 | 1440 | > th | dose independent | rect. | 8 | 6 |
62 | 212.50 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 23 |
84 | 213.23 | radiation | 10 | 1440 | > th | dose independent | rect. | 6 | 12 |
96 | 213.27 | radiation | 10 | 1440 | > th | dose independent | no | NA | NA |
177 | 213.38 | radiation | 20 | 1440 | < th | dose dependent | sin | 21 | NA |
214 | 213.89 | radiation | 10 | 1440 | > th | dose independent | rect. | 9 | 3 |
223 | 214.13 | humidity | 50 | 1440 | > th | dose dependent | rect. | 13 | 1 |
234 | 214.24 | radiation | 10 | 1440 | > th | dose independent | rect. | 13 | 23 |
243 | 214.58 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 23 |
253 | 214.97 | radiation | 20 | 1440 | < th | dose dependent | rect. | 9 | 5 |
343 | 215.76 | humidity | 90 | 1440 | < th | dose dependent | rect. | 13 | 1 |
372 | 215.99 | radiation | 10 | 1440 | > th | dose independent | rect. | 6 | 8 |
415 | 216.30 | radiation | 20 | 1440 | < th | dose dependent | rect. | 3 | 15 |
425 | 216.34 | radiation | 20 | 1440 | < th | dose dependent | rect. | 21 | 21 |
427 | 216.35 | radiation | 20 | 1440 | < th | dose dependent | rect. | 23 | 19 |
432 | 216.36 | radiation | 20 | 1440 | < th | dose dependent | rect. | 3 | 21 |
464 | 216.41 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 23 |
474 | 216.44 | radiation | 20 | 1440 | < th | dose dependent | no | NA | NA |
514 | 216.64 | humidity | 50 | 720 | > th | dose dependent | rect. | 9 | 14 |
516 | 216.70 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 21 |
565 | 217.22 | humidity | 50 | 720 | > th | dose dependent | rect. | 11 | 16 |
579 | 217.35 | humidity | 50 | 1440 | > th | dose dependent | rect. | 11 | 6 |
585 | 217.37 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 13 |
590 | 217.39 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 9 |
597 | 217.41 | humidity | 70 | 1440 | > th | dose independent | rect. | 11 | 17 |
619 | 217.51 | radiation | 10 | 1440 | < th | dose independent | rect. | 9 | 9 |
624 | 217.53 | humidity | 50 | 720 | > th | dose dependent | rect. | 11 | 10 |
658 | 217.63 | humidity | 50 | 720 | > th | dose dependent | sin | 18 | NA |
733 | 217.86 | radiation | 10 | 1440 | < th | dose independent | rect. | 9 | 15 |
752 | 217.89 | radiation | 10 | 1440 | < th | dose independent | rect. | 9 | 13 |
768 | 217.91 | radiation | 10 | 1440 | < th | dose independent | rect. | 9 | 19 |
856 | 218.13 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 6 |
873 | 218.25 | humidity | 70 | 1440 | < th | dose independent | rect. | 12 | 20 |
958 | 218.38 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 9 |
988 | 218.50 | humidity | 90 | 1440 | < th | dose dependent | rect. | 13 | 4 |