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Os11g0629300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RING-H2 finger protein RHB1a.
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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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
40.54 | 0.299 | 7.83 | 0.637 | 0.224 | 1.69 | -0.487 | 2.7 | 0.076 | 5.69 | 0.7483 | 1412 | -- | -- |
43.47 | 0.307 | 7.78 | 0.888 | 0.186 | 1.12 | -0.551 | -- | 0.13 | 4.97 | 1.407 | 1383 | -- | -- |
40.97 | 0.298 | 7.84 | 0.628 | 0.215 | 1.77 | -- | 2.95 | 0.0682 | 5.46 | 0.5764 | 1403 | -- | -- |
44.3 | 0.31 | 7.78 | 0.872 | 0.195 | 1.1 | -- | -- | 0.119 | 4.91 | 1.637 | 1377 | -- | -- |
43.34 | 0.307 | 7.84 | 0.649 | -- | 1.71 | -- | 2.73 | 0.0745 | -- | 0.5977 | 1398 | -- | -- |
58.16 | 0.358 | 7.81 | 0.637 | 0.26 | -- | -0.068 | -- | -0.0235 | 7.79 | -- | -- | -- | -- |
58.17 | 0.357 | 7.81 | 0.635 | 0.26 | -- | -- | -- | -0.0232 | 7.94 | -- | -- | -- | -- |
43.6 | 0.308 | 7.79 | 0.845 | -- | 1.09 | -- | -- | 0.147 | -- | 2.407 | 8126 | -- | -- |
61.94 | 0.367 | 7.82 | -- | 0.199 | 0.769 | -- | -- | -0.0094 | 4.98 | 2.564 | 1358 | -- | -- |
61.85 | 0.367 | 7.82 | 0.638 | -- | -- | -- | -- | -0.0198 | -- | -- | -- | -- | -- |
68.81 | 0.388 | 7.83 | -- | 0.264 | -- | -- | -- | -0.0939 | 7.77 | -- | -- | -- | -- |
59.07 | 0.358 | 7.79 | -- | -- | 0.756 | -- | -- | 0.126 | -- | 6.489 | 8089 | -- | -- |
72.58 | 0.398 | 7.84 | -- | -- | -- | -- | -- | -0.0906 | -- | -- | -- | -- | -- |
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 | 39.51 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 18 | 1 |
3 | 39.70 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 18 | 13 |
4 | 39.76 | humidity | 70.0 | 14400 | < th | dose dependent | rect. | 18 | 4 |
14 | 39.93 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
18 | 39.97 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 6 |
20 | 39.99 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 8 |
21 | 40.00 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 10 |
25 | 40.14 | humidity | 70.0 | 14400 | < th | dose independent | rect. | 19 | 1 |
38 | 40.64 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 16 | 4 |
50 | 40.65 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 16 | 15 |
51 | 40.66 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
53 | 40.72 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
64 | 40.77 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
75 | 40.82 | radiation | 10.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
89 | 40.87 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 2 |
90 | 40.88 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 4 |
93 | 40.92 | radiation | 30.0 | 4320 | < th | dose dependent | rect. | 18 | 2 |
144 | 41.17 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 16 | 3 |
155 | 41.22 | radiation | 20.0 | 14400 | < th | dose independent | rect. | 16 | 10 |
163 | 41.26 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 5 |
172 | 41.30 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 19 | 7 |
176 | 41.31 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 19 | 9 |
179 | 41.32 | humidity | 70.0 | 14400 | > th | dose independent | rect. | 19 | 11 |
209 | 41.39 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 8 |
215 | 41.40 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 6 |
216 | 41.40 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 18 | 10 |
217 | 41.41 | temperature | 30.0 | 14400 | < th | dose independent | rect. | 15 | 1 |
233 | 41.42 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 2 |
242 | 41.44 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 2 |
243 | 41.44 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 17 | 3 |
244 | 41.44 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 2 |
254 | 41.47 | temperature | 30.0 | 14400 | > th | dose independent | rect. | 15 | 1 |
281 | 41.54 | radiation | 1.0 | 1440 | < th | dose dependent | sin | 13 | NA |
296 | 41.57 | radiation | 10.0 | 14400 | < th | dose independent | sin | 14 | NA |
301 | 41.57 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 16 | 14 |
313 | 41.61 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 19 | 2 |
315 | 41.62 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 14 | 4 |
317 | 41.62 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 11 | 7 |
333 | 41.67 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 14 | 4 |
335 | 41.67 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 14 | 4 |
337 | 41.67 | radiation | 10.0 | 14400 | > th | dose dependent | rect. | 16 | 15 |
350 | 41.71 | radiation | 10.0 | 14400 | < th | dose independent | rect. | 14 | 5 |
513 | 41.90 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 7 | 23 |
515 | 41.92 | radiation | 20.0 | 14400 | > th | dose dependent | rect. | 15 | 17 |
536 | 41.95 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 15 | 20 |
545 | 41.98 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 6 | 3 |
576 | 42.02 | radiation | 30.0 | 14400 | < th | dose independent | rect. | 18 | 15 |
582 | 42.03 | radiation | 30.0 | 14400 | < th | dose independent | sin | 12 | NA |
593 | 42.05 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
643 | 42.15 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 2 | 2 |
644 | 42.15 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 6 |
654 | 42.17 | temperature | 25.0 | 14400 | > th | dose dependent | rect. | 17 | 1 |
660 | 42.18 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 6 |
665 | 42.19 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 8 |
678 | 42.21 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 1 |
695 | 42.22 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 5 | 20 |
704 | 42.24 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 1 |
705 | 42.24 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 1 |
715 | 42.26 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 19 | 9 |
716 | 42.27 | temperature | 30.0 | 14400 | < th | dose independent | sin | 13 | NA |
740 | 42.29 | temperature | 30.0 | 14400 | > th | dose independent | sin | 13 | NA |
767 | 42.31 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 5 | 14 |
774 | 42.32 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 16 |
777 | 42.32 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 23 | 20 |
781 | 42.33 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
795 | 42.33 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 1 | 18 |
804 | 42.34 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 6 |
817 | 42.34 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 3 | 23 |
818 | 42.34 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 5 | 23 |
842 | 42.36 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 11 | 7 |
860 | 42.37 | wind | 5.0 | 43200 | < th | dose independent | rect. | 11 | 1 |
861 | 42.37 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 21 | 1 |
881 | 42.37 | radiation | 1.0 | 1440 | < th | dose dependent | no | NA | NA |
906 | 42.39 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
913 | 42.40 | wind | 5.0 | 43200 | > th | dose independent | rect. | 11 | 1 |
933 | 42.40 | radiation | 1.0 | 1440 | < th | dose dependent | rect. | 10 | 23 |
948 | 42.43 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 11 | 7 |
949 | 42.43 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 7 | 12 |
953 | 42.43 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 7 | 17 |
956 | 42.43 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 11 | 7 |
996 | 42.45 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 11 | 11 |