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Os12g0595000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : EXS, C-terminal 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.89 | 0.234 | 10.3 | -0.133 | 0.411 | 0.901 | -0.0523 | -1.74 | 0.11 | 5.89 | 16.12 | 1977 | -- | -- |
26.94 | 0.242 | 10.3 | 0.216 | 0.352 | 0.926 | 0.0051 | -- | 0.217 | 5.77 | 14.4 | 3306 | -- | -- |
24.71 | 0.231 | 10.3 | -0.135 | 0.321 | 0.848 | -- | -1.49 | 0.101 | 5.97 | 16 | 2651 | -- | -- |
26.93 | 0.242 | 10.3 | 0.213 | 0.351 | 0.923 | -- | -- | 0.217 | 5.74 | 13.67 | 3304 | -- | -- |
29.74 | 0.254 | 10.3 | -0.125 | -- | 0.883 | -- | -1.44 | 0.118 | -- | 15.92 | 2725 | -- | -- |
42.2 | 0.305 | 10.2 | 0.594 | 0.355 | -- | 0.0302 | -- | 0.399 | 5.27 | -- | -- | -- | -- |
42.2 | 0.304 | 10.2 | 0.594 | 0.355 | -- | -- | -- | 0.399 | 5.28 | -- | -- | -- | -- |
31.66 | 0.262 | 10.3 | 0.236 | -- | 0.909 | -- | -- | 0.219 | -- | 12.99 | 2741 | -- | -- |
27.97 | 0.246 | 10.3 | -- | 0.365 | 1.01 | -- | -- | 0.186 | 5.68 | 10.2 | 4889 | -- | -- |
48.79 | 0.326 | 10.2 | 0.606 | -- | -- | -- | -- | 0.408 | -- | -- | -- | -- | -- |
51.49 | 0.336 | 10.2 | -- | 0.366 | -- | -- | -- | 0.333 | 5.22 | -- | -- | -- | -- |
32.87 | 0.267 | 10.3 | -- | -- | 1.01 | -- | -- | 0.174 | -- | 12.46 | 2767 | -- | -- |
58.48 | 0.357 | 10.2 | -- | -- | -- | -- | -- | 0.34 | -- | -- | -- | -- | -- |
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 | 24.26 | temperature | 10 | 1440 | > th | dose dependent | rect. | 5 | 4 |
6 | 24.36 | temperature | 30 | 1440 | < th | dose dependent | rect. | 5 | 4 |
14 | 24.42 | humidity | 90 | 14400 | > th | dose dependent | rect. | 23 | 2 |
32 | 24.52 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 11 |
37 | 24.56 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 1 |
61 | 24.63 | radiation | 30 | 14400 | > th | dose independent | rect. | 16 | 16 |
87 | 24.75 | temperature | 15 | 1440 | > th | dose dependent | rect. | 21 | 13 |
101 | 24.81 | temperature | 30 | 1440 | < th | dose dependent | rect. | 21 | 13 |
109 | 24.83 | temperature | 15 | 1440 | > th | dose dependent | sin | 7 | NA |
139 | 24.88 | radiation | 30 | 14400 | > th | dose independent | rect. | 7 | 1 |
157 | 24.89 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 11 |
240 | 25.05 | temperature | 30 | 1440 | < th | dose dependent | sin | 8 | NA |
260 | 25.07 | radiation | 30 | 14400 | > th | dose dependent | rect. | 16 | 16 |
290 | 25.10 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 9 |
299 | 25.11 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 7 |
332 | 25.16 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 5 |
338 | 25.17 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 1 |
358 | 25.20 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 13 |
383 | 25.23 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 13 |
391 | 25.24 | temperature | 25 | 4320 | < th | dose independent | rect. | 6 | 10 |
445 | 25.30 | radiation | 30 | 4320 | < th | dose independent | rect. | 16 | 16 |
477 | 25.33 | wind | 7 | 43200 | > th | dose independent | rect. | 5 | 7 |
489 | 25.35 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 7 |
522 | 25.39 | wind | 7 | 43200 | > th | dose independent | rect. | 9 | 3 |
535 | 25.40 | wind | 7 | 43200 | > th | dose dependent | rect. | 9 | 5 |
537 | 25.40 | humidity | 90 | 14400 | > th | dose dependent | rect. | 21 | 10 |
544 | 25.41 | temperature | 25 | 4320 | > th | dose independent | rect. | 6 | 10 |
584 | 25.45 | wind | 7 | 43200 | < th | dose independent | rect. | 9 | 3 |
587 | 25.45 | temperature | 15 | 1440 | > th | dose dependent | no | NA | NA |
605 | 25.46 | temperature | 15 | 1440 | > th | dose dependent | rect. | 24 | 23 |
627 | 25.48 | wind | 7 | 43200 | > th | dose independent | rect. | 23 | 15 |
641 | 25.48 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 18 |
649 | 25.49 | radiation | 1 | 14400 | < th | dose dependent | rect. | 4 | 3 |
657 | 25.49 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 21 |
666 | 25.50 | temperature | 20 | 4320 | > th | dose dependent | rect. | 8 | 8 |
675 | 25.51 | wind | 7 | 43200 | < th | dose independent | rect. | 7 | 5 |
676 | 25.51 | temperature | 25 | 4320 | < th | dose independent | rect. | 10 | 6 |
686 | 25.51 | wind | 7 | 43200 | > th | dose dependent | rect. | 24 | 15 |
694 | 25.51 | temperature | 15 | 1440 | > th | dose dependent | rect. | 5 | 23 |
698 | 25.52 | temperature | 25 | 4320 | > th | dose independent | rect. | 11 | 4 |
704 | 25.52 | wind | 7 | 43200 | > th | dose dependent | rect. | 8 | 7 |
714 | 25.52 | wind | 7 | 43200 | > th | dose dependent | rect. | 22 | 17 |
723 | 25.53 | wind | 7 | 43200 | > th | dose independent | sin | 5 | NA |
727 | 25.53 | wind | 7 | 43200 | < th | dose independent | rect. | 23 | 15 |
728 | 25.53 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 1 |
743 | 25.54 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 2 |
761 | 25.55 | temperature | 25 | 4320 | > th | dose independent | rect. | 10 | 6 |
770 | 25.55 | wind | 7 | 43200 | > th | dose dependent | rect. | 3 | 12 |
778 | 25.56 | wind | 7 | 43200 | < th | dose independent | sin | 5 | NA |
791 | 25.56 | wind | 7 | 43200 | > th | dose dependent | rect. | 19 | 20 |
807 | 25.57 | radiation | 1 | 14400 | < th | dose dependent | rect. | 18 | 10 |
815 | 25.58 | radiation | 30 | 4320 | < th | dose independent | rect. | 7 | 1 |
838 | 25.59 | wind | 1 | 43200 | > th | dose dependent | rect. | 10 | 2 |
861 | 25.60 | wind | 9 | 43200 | < th | dose independent | rect. | 18 | 21 |
862 | 25.60 | temperature | 20 | 4320 | > th | dose dependent | rect. | 15 | 1 |
908 | 25.62 | temperature | 30 | 1440 | < th | dose dependent | rect. | 22 | 1 |
910 | 25.62 | temperature | 20 | 4320 | > th | dose dependent | rect. | 9 | 4 |
934 | 25.63 | humidity | 90 | 14400 | > th | dose dependent | sin | 11 | NA |
948 | 25.63 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 15 |
967 | 25.64 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 13 |
970 | 25.64 | humidity | 90 | 14400 | > th | dose dependent | rect. | 22 | 17 |
979 | 25.65 | temperature | 10 | 1440 | > th | dose dependent | rect. | 22 | 1 |
999 | 25.66 | wind | 7 | 43200 | > th | dose dependent | sin | 0 | NA |