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Os01g0976600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Methlytransferase, UbiE/COQ5 family.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
44.48 | 0.313 | 9.31 | -0.918 | 0.0854 | 1.18 | 0.538 | -2.21 | -0.424 | 15.6 | 11.35 | 234 | -- | -- |
47.13 | 0.32 | 9.26 | -0.594 | 0.0474 | 1.2 | 0.0399 | -- | -0.347 | 15.4 | 7.901 | 194 | -- | -- |
45.15 | 0.313 | 9.3 | -0.83 | 0.0779 | 1.2 | -- | -1.65 | -0.401 | 16.1 | 8.675 | 220 | -- | -- |
47.05 | 0.319 | 9.27 | -0.583 | 0.0708 | 1.18 | -- | -- | -0.335 | 17.1 | 6.102 | 193 | -- | -- |
45.38 | 0.314 | 9.3 | -0.834 | -- | 1.28 | -- | -1.58 | -0.411 | -- | 9.369 | 212 | -- | -- |
61 | 0.366 | 9.24 | -0.337 | 0.404 | -- | 0.227 | -- | -0.172 | 16.2 | -- | -- | -- | -- |
61.14 | 0.366 | 9.23 | -0.335 | 0.405 | -- | -- | -- | -0.17 | 16.2 | -- | -- | -- | -- |
47.23 | 0.32 | 9.27 | -0.6 | -- | 1.25 | -- | -- | -0.346 | -- | 2.743 | 195 | -- | -- |
55.08 | 0.346 | 9.25 | -- | 0.161 | 0.893 | -- | -- | -0.237 | 16.6 | 12.87 | 184 | -- | -- |
70 | 0.391 | 9.23 | -0.351 | -- | -- | -- | -- | -0.181 | -- | -- | -- | -- | -- |
64.1 | 0.375 | 9.23 | -- | 0.411 | -- | -- | -- | -0.133 | 16.2 | -- | -- | -- | -- |
56.08 | 0.349 | 9.25 | -- | -- | 1.05 | -- | -- | -0.257 | -- | 10.91 | 187 | -- | -- |
73.25 | 0.399 | 9.22 | -- | -- | -- | -- | -- | -0.142 | -- | -- | -- | -- | -- |
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 | 43.38 | humidity | 90 | 14400 | > th | dose independent | rect. | 21 | 1 |
2 | 43.50 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 2 |
4 | 43.68 | humidity | 90 | 14400 | > th | dose dependent | rect. | 19 | 6 |
8 | 43.75 | humidity | 90 | 14400 | < th | dose independent | rect. | 20 | 2 |
14 | 43.88 | humidity | 90 | 14400 | < th | dose independent | rect. | 18 | 5 |
28 | 44.13 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 5 |
32 | 44.17 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 12 |
35 | 44.26 | temperature | 15 | 270 | > th | dose dependent | rect. | 19 | 23 |
39 | 44.30 | temperature | 30 | 270 | < th | dose dependent | rect. | 2 | 23 |
45 | 44.37 | temperature | 15 | 90 | > th | dose dependent | rect. | 8 | 23 |
47 | 44.38 | humidity | 90 | 14400 | > th | dose dependent | sin | 15 | NA |
56 | 44.46 | temperature | 15 | 270 | > th | dose dependent | rect. | 23 | 23 |
65 | 44.54 | temperature | 10 | 270 | > th | dose dependent | no | NA | NA |
89 | 44.79 | humidity | 80 | 14400 | > th | dose dependent | rect. | 18 | 1 |
95 | 44.82 | temperature | 15 | 270 | > th | dose dependent | rect. | 16 | 23 |
100 | 44.84 | temperature | 15 | 270 | > th | dose dependent | rect. | 6 | 23 |
103 | 44.86 | humidity | 90 | 14400 | > th | dose dependent | rect. | 3 | 22 |
107 | 44.89 | humidity | 90 | 14400 | > th | dose dependent | rect. | 9 | 19 |
110 | 44.90 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 19 |
115 | 44.92 | humidity | 90 | 14400 | > th | dose dependent | rect. | 17 | 18 |
126 | 44.93 | temperature | 30 | 270 | < th | dose dependent | rect. | 14 | 23 |
157 | 44.98 | humidity | 90 | 14400 | < th | dose independent | rect. | 18 | 1 |
190 | 45.02 | humidity | 90 | 14400 | > th | dose dependent | rect. | 9 | 23 |
192 | 45.03 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 16 |
194 | 45.03 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
205 | 45.05 | humidity | 90 | 14400 | < th | dose independent | rect. | 17 | 18 |
232 | 45.09 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
254 | 45.14 | humidity | 90 | 14400 | > th | dose independent | sin | 15 | NA |
261 | 45.15 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 12 |
353 | 45.33 | humidity | 80 | 43200 | < th | dose dependent | rect. | 23 | 1 |
384 | 45.39 | humidity | 90 | 14400 | < th | dose independent | sin | 16 | NA |
410 | 45.42 | temperature | 15 | 720 | > th | dose dependent | rect. | 16 | 21 |
445 | 45.48 | humidity | 80 | 43200 | < th | dose dependent | rect. | 21 | 10 |
461 | 45.50 | humidity | 80 | 43200 | < th | dose dependent | rect. | 21 | 5 |
465 | 45.51 | humidity | 90 | 14400 | > th | dose independent | rect. | 7 | 21 |
484 | 45.53 | humidity | 90 | 14400 | > th | dose independent | rect. | 9 | 19 |
489 | 45.53 | temperature | 30 | 90 | < th | dose dependent | rect. | 21 | 23 |
491 | 45.54 | wind | 1 | 43200 | > th | dose independent | rect. | 8 | 2 |
520 | 45.57 | humidity | 90 | 14400 | < th | dose independent | rect. | 7 | 20 |
562 | 45.62 | humidity | 80 | 43200 | > th | dose independent | rect. | 24 | 1 |
567 | 45.62 | humidity | 90 | 14400 | > th | dose independent | rect. | 1 | 22 |
570 | 45.62 | humidity | 90 | 14400 | < th | dose independent | rect. | 24 | 23 |
607 | 45.65 | humidity | 80 | 43200 | < th | dose independent | rect. | 23 | 8 |
609 | 45.65 | humidity | 90 | 14400 | > th | dose independent | rect. | 9 | 23 |
627 | 45.66 | temperature | 30 | 90 | < th | dose dependent | rect. | 5 | 20 |
637 | 45.68 | humidity | 90 | 14400 | > th | dose independent | no | NA | NA |
645 | 45.69 | humidity | 80 | 43200 | > th | dose independent | rect. | 21 | 10 |
655 | 45.70 | humidity | 90 | 14400 | > th | dose independent | rect. | 9 | 16 |
671 | 45.72 | humidity | 80 | 43200 | > th | dose independent | rect. | 4 | 1 |
673 | 45.72 | humidity | 80 | 43200 | < th | dose independent | rect. | 21 | 10 |
695 | 45.74 | humidity | 80 | 43200 | > th | dose independent | rect. | 3 | 4 |
698 | 45.74 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 7 |
708 | 45.75 | radiation | 1 | 14400 | > th | dose independent | rect. | 4 | 2 |
709 | 45.75 | radiation | 1 | 14400 | < th | dose independent | rect. | 4 | 2 |
747 | 45.76 | temperature | 15 | 1440 | > th | dose dependent | rect. | 17 | 6 |
774 | 45.79 | humidity | 80 | 43200 | < th | dose independent | rect. | 3 | 4 |
819 | 45.81 | temperature | 15 | 270 | > th | dose dependent | rect. | 12 | 23 |
821 | 45.81 | temperature | 30 | 270 | < th | dose dependent | rect. | 10 | 23 |
825 | 45.82 | humidity | 80 | 43200 | > th | dose independent | rect. | 23 | 8 |
836 | 45.83 | humidity | 90 | 14400 | < th | dose independent | no | NA | NA |
837 | 45.83 | humidity | 80 | 43200 | < th | dose independent | rect. | 3 | 2 |
892 | 45.87 | temperature | 30 | 1440 | < th | dose dependent | rect. | 17 | 6 |
951 | 45.92 | humidity | 80 | 14400 | > th | dose independent | rect. | 10 | 1 |