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Os03g0689900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Tetratricopeptide region 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.28 | 0.313 | 11.1 | -1.27 | 0.795 | 0.566 | -0.109 | -0.523 | -0.171 | 0.0012 | 20.5 | 234 | -- | -- |
45.33 | 0.314 | 11 | -1.17 | 0.804 | 0.61 | -0.000637 | -- | -0.153 | 0.0459 | 20.51 | 234 | -- | -- |
44.32 | 0.31 | 11.1 | -1.26 | 0.796 | 0.568 | -- | -0.499 | -0.169 | 0.00689 | 20.51 | 234 | -- | -- |
45.32 | 0.314 | 11 | -1.17 | 0.8 | 0.61 | -- | -- | -0.15 | 0.0438 | 20.52 | 234 | -- | -- |
70.98 | 0.392 | 11.1 | -1.54 | -- | 0.645 | -- | -1.18 | -0.282 | -- | 24.92 | 870 | -- | -- |
58.65 | 0.359 | 11 | -0.984 | 0.728 | -- | 0.00534 | -- | -0.0271 | 23.7 | -- | -- | -- | -- |
58.65 | 0.359 | 11 | -0.984 | 0.727 | -- | -- | -- | -0.0271 | 23.7 | -- | -- | -- | -- |
70.18 | 0.39 | 11.1 | -1.19 | -- | 0.722 | -- | -- | -0.281 | -- | 24.96 | 870 | -- | -- |
78.98 | 0.416 | 11 | -- | 0.791 | 0.341 | -- | -- | 0.0263 | 23.7 | 20.52 | 234 | -- | -- |
91.92 | 0.448 | 11 | -0.964 | -- | -- | -- | -- | -0.0185 | -- | -- | -- | -- | -- |
84.17 | 0.429 | 11 | -- | 0.716 | -- | -- | -- | 0.0825 | 23.6 | -- | -- | -- | -- |
105.2 | 0.478 | 11 | -- | -- | 0.507 | -- | -- | -0.0783 | -- | 25.09 | 869 | -- | -- |
116.41 | 0.504 | 11 | -- | -- | -- | -- | -- | 0.0884 | -- | -- | -- | -- | -- |
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 | 44.31 | temperature | 25 | 270 | < th | dose dependent | rect. | 8 | 23 |
2 | 44.33 | temperature | 25 | 270 | < th | dose dependent | rect. | 10 | 23 |
3 | 44.38 | temperature | 25 | 270 | < th | dose dependent | rect. | 13 | 22 |
7 | 44.40 | temperature | 25 | 270 | < th | dose dependent | rect. | 16 | 23 |
11 | 44.45 | temperature | 25 | 270 | < th | dose dependent | rect. | 20 | 23 |
23 | 44.53 | temperature | 25 | 270 | < th | dose dependent | no | NA | NA |
35 | 44.62 | temperature | 20 | 270 | > th | dose independent | rect. | 15 | 23 |
45 | 44.74 | temperature | 30 | 270 | < th | dose dependent | sin | 10 | NA |
60 | 44.93 | temperature | 25 | 270 | < th | dose dependent | rect. | 3 | 23 |
66 | 45.02 | temperature | 20 | 270 | < th | dose independent | rect. | 21 | 14 |
67 | 45.05 | temperature | 20 | 270 | < th | dose independent | rect. | 21 | 18 |
70 | 45.07 | temperature | 15 | 270 | > th | dose dependent | sin | 10 | NA |
77 | 45.11 | temperature | 20 | 270 | > th | dose independent | rect. | 6 | 23 |
86 | 45.14 | temperature | 25 | 270 | < th | dose dependent | rect. | 1 | 23 |
127 | 45.37 | temperature | 20 | 270 | < th | dose independent | sin | 9 | NA |
184 | 45.59 | temperature | 20 | 270 | > th | dose independent | no | NA | NA |
206 | 45.70 | temperature | 20 | 270 | > th | dose independent | rect. | 22 | 23 |
219 | 45.76 | temperature | 20 | 270 | < th | dose independent | no | NA | NA |
223 | 45.77 | temperature | 20 | 270 | < th | dose independent | rect. | 8 | 23 |
233 | 45.82 | temperature | 20 | 270 | > th | dose independent | sin | 9 | NA |
264 | 45.94 | temperature | 25 | 30 | < th | dose dependent | rect. | 5 | 23 |
291 | 46.04 | temperature | 25 | 30 | < th | dose dependent | rect. | 1 | 23 |
299 | 46.07 | temperature | 20 | 270 | < th | dose independent | rect. | 3 | 23 |
352 | 46.27 | temperature | 20 | 270 | < th | dose independent | rect. | 1 | 23 |
375 | 46.34 | temperature | 20 | 270 | > th | dose independent | rect. | 22 | 13 |
517 | 46.83 | temperature | 20 | 10 | < th | dose independent | sin | 7 | NA |
527 | 46.85 | temperature | 20 | 10 | < th | dose independent | rect. | 20 | 18 |
640 | 47.10 | temperature | 20 | 10 | < th | dose independent | rect. | 20 | 22 |
725 | 47.25 | temperature | 20 | 30 | < th | dose independent | rect. | 1 | 23 |
736 | 47.27 | temperature | 20 | 30 | > th | dose independent | rect. | 17 | 21 |
764 | 47.30 | temperature | 20 | 30 | < th | dose independent | rect. | 3 | 23 |
765 | 47.30 | temperature | 20 | 30 | < th | dose independent | rect. | 5 | 23 |
790 | 47.34 | temperature | 20 | 10 | > th | dose independent | rect. | 8 | 23 |
813 | 47.37 | temperature | 25 | 720 | < th | dose dependent | rect. | 18 | 8 |
924 | 47.57 | temperature | 20 | 10 | > th | dose independent | sin | 7 | NA |
978 | 47.65 | temperature | 20 | 30 | > th | dose independent | rect. | 13 | 23 |