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Os01g0523200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
103.23 | 0.477 | 12.5 | 2.44 | 0.965 | 3.04 | 0.532 | -1.46 | 0.303 | 16.8 | 30.78 | 314 | -- | -- |
104.65 | 0.476 | 12.5 | 2.26 | 0.985 | 3.07 | 0.805 | -- | 0.247 | 17 | 30.46 | 343 | -- | -- |
103.6 | 0.474 | 12.5 | 2.47 | 0.965 | 3.02 | -- | -1.69 | 0.312 | 17.1 | 30.77 | 342 | -- | -- |
106.29 | 0.48 | 12.5 | 2.18 | 0.946 | 2.98 | -- | -- | 0.257 | 17.1 | 29.94 | 355 | -- | -- |
107.97 | 0.484 | 12.5 | 2.67 | -- | 2.6 | -- | -1.78 | 0.252 | -- | 44.67 | 1666 | -- | -- |
219.98 | 0.695 | 12.6 | 1.44 | 0.0732 | -- | 0.554 | -- | -0.329 | 14.5 | -- | -- | -- | -- |
221.07 | 0.696 | 12.6 | 1.46 | 0.0768 | -- | -- | -- | -0.325 | 15.1 | -- | -- | -- | -- |
106.1 | 0.48 | 12.5 | 2.3 | -- | 2.57 | -- | -- | 0.272 | -- | 26.97 | 1801 | -- | -- |
222.61 | 0.695 | 12.6 | -- | 0.654 | 1.97 | -- | -- | -0.19 | 15.3 | 31.08 | 157 | -- | -- |
221.4 | 0.695 | 12.6 | 1.45 | -- | -- | -- | -- | -0.327 | -- | -- | -- | -- | -- |
276.99 | 0.779 | 12.7 | -- | 0.0481 | -- | -- | -- | -0.487 | 15.1 | -- | -- | -- | -- |
227.53 | 0.703 | 12.6 | -- | -- | 1.6 | -- | -- | -0.207 | -- | 30.9 | 1499 | -- | -- |
277.13 | 0.777 | 12.7 | -- | -- | -- | -- | -- | -0.488 | -- | -- | -- | -- | -- |
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 | 101.70 | temperature | 10 | 1440 | > th | dose dependent | rect. | 22 | 13 |
2 | 101.70 | temperature | 30 | 1440 | < th | dose dependent | rect. | 22 | 13 |
6 | 101.78 | temperature | 30 | 1440 | < th | dose dependent | sin | 9 | NA |
15 | 101.90 | temperature | 10 | 1440 | > th | dose dependent | sin | 9 | NA |
264 | 104.04 | temperature | 30 | 1440 | < th | dose dependent | rect. | 22 | 4 |
268 | 104.05 | temperature | 10 | 1440 | > th | dose dependent | rect. | 22 | 4 |
338 | 104.37 | temperature | 30 | 270 | < th | dose dependent | rect. | 12 | 23 |
393 | 104.67 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
528 | 105.16 | temperature | 30 | 270 | < th | dose dependent | rect. | 15 | 23 |
734 | 105.90 | temperature | 30 | 1440 | < th | dose dependent | no | NA | NA |
742 | 105.91 | temperature | 30 | 1440 | < th | dose dependent | rect. | 10 | 23 |
743 | 105.91 | temperature | 30 | 270 | < th | dose dependent | rect. | 20 | 23 |
766 | 106.00 | temperature | 30 | 270 | < th | dose dependent | rect. | 8 | 23 |
990 | 106.64 | temperature | 30 | 4320 | < th | dose dependent | rect. | 17 | 1 |