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Os04g0544400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Tetratricopeptide-like helical domain containing 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
155.05 | 0.585 | 12 | 0.03 | 2.06 | -1.66 | -0.825 | 2.34 | -1.07 | 19.7 | 0.6853 | 13323 | -- | -- |
156.66 | 0.583 | 12.1 | -0.161 | 2.04 | -1.04 | -0.835 | -- | -1.05 | 19.7 | 0.9624 | 16217 | -- | -- |
156.98 | 0.584 | 12 | 0.0473 | 2.05 | -1.65 | -- | 2.32 | -1.07 | 19.7 | 0.7063 | 13322 | -- | -- |
157.68 | 0.585 | 12.1 | -0.0999 | 2.03 | -1.04 | -- | -- | -1.04 | 19.7 | 1 | 13284 | -- | -- |
383.81 | 0.912 | 12 | 0.0311 | -- | -1.78 | -- | 2.52 | -1.1 | -- | 0.5 | 14071 | -- | -- |
179.03 | 0.627 | 12.1 | -0.526 | 2.05 | -- | -0.849 | -- | -0.953 | 19.7 | -- | -- | -- | -- |
181.07 | 0.63 | 12.1 | -0.505 | 2.05 | -- | -- | -- | -0.954 | 19.7 | -- | -- | -- | -- |
384.04 | 0.913 | 12 | -0.161 | -- | -1.08 | -- | -- | -1.08 | -- | 0.7881 | 14182 | -- | -- |
158.03 | 0.585 | 12.1 | -- | 2.05 | -1.07 | -- | -- | -1.04 | 19.7 | 1 | 13284 | -- | -- |
406.93 | 0.943 | 12 | -0.532 | -- | -- | -- | -- | -0.984 | -- | -- | -- | -- | -- |
187.78 | 0.641 | 12.1 | -- | 2.05 | -- | -- | -- | -0.898 | 19.7 | -- | -- | -- | -- |
384.64 | 0.913 | 12 | -- | -- | -1.15 | -- | -- | -1.07 | -- | 0.9065 | 14052 | -- | -- |
414.39 | 0.95 | 12 | -- | -- | -- | -- | -- | -0.925 | -- | -- | -- | -- | -- |
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 | 154.42 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 5 | 13 |
3 | 154.44 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 5 | 13 |
4 | 154.44 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 5 | 13 |
18 | 155.09 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 1 | NA |
24 | 155.22 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 4 | 15 |
37 | 155.65 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 0 | NA |
38 | 155.65 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 0 | NA |
39 | 155.65 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 0 | NA |
67 | 155.92 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 2 |
68 | 155.92 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 2 |
69 | 155.92 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 2 |
81 | 156.03 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 16 | 4 |
101 | 156.11 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 6 |
170 | 156.47 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 23 | 20 |
171 | 156.48 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 5 |
172 | 156.48 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 5 |
199 | 156.56 | precipitation | 0.1 | 4320 | < th | dose independent | rect. | 1 | 17 |
200 | 156.56 | precipitation | 0.1 | 4320 | < th | dose dependent | rect. | 1 | 17 |
237 | 156.68 | precipitation | 0.1 | 4320 | > th | dose independent | rect. | 1 | 17 |
293 | 156.85 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
306 | 156.88 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 21 | 22 |
315 | 156.92 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 20 | 1 |
326 | 156.97 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 23 |
353 | 157.06 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 20 |
368 | 157.09 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 23 |
389 | 157.16 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
404 | 157.19 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 23 |
421 | 157.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 11 | 23 |
661 | 157.99 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 9 | 1 |
727 | 158.40 | wind | 5.0 | 14400 | > th | dose independent | rect. | 7 | 2 |
768 | 158.55 | radiation | 30.0 | 90 | < th | dose independent | rect. | 5 | 6 |
775 | 158.58 | wind | 5.0 | 14400 | < th | dose independent | rect. | 7 | 1 |
776 | 158.59 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 1 |
795 | 158.66 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
846 | 158.88 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 5 | 2 |
855 | 158.91 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 5 | 2 |
877 | 159.02 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 18 |
919 | 159.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 6 | 8 |
978 | 159.52 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 14 | 23 |
979 | 159.52 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 23 |
981 | 159.52 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 23 |