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Os12g0102600 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
107.89 | 0.488 | 13.7 | 0.0356 | 0.0742 | -0.973 | -1.63 | 0.403 | -0.479 | 21.1 | 21.76 | 10 | -- | -- |
108.06 | 0.484 | 13.7 | 0.0378 | 0.0365 | -0.946 | -1.37 | -- | -0.479 | 20.3 | 21.94 | 10 | -- | -- |
110.88 | 0.49 | 13.7 | 0.0767 | 0.22 | -1.11 | -- | -0.771 | -0.535 | 1.41 | 22.06 | 39 | -- | -- |
111.46 | 0.492 | 13.7 | 0.0633 | 0.326 | -1.17 | -- | -- | -0.539 | 1.58 | 22.09 | 49 | -- | -- |
112.2 | 0.496 | 13.7 | 0.049 | -- | -0.922 | -- | -0.609 | -0.47 | -- | 22.06 | 39 | -- | -- |
134.07 | 0.543 | 13.7 | 0.0682 | 0.857 | -- | 0.965 | -- | -0.471 | 11.6 | -- | -- | -- | -- |
137.94 | 0.55 | 13.7 | 0.109 | 0.853 | -- | -- | -- | -0.465 | 11.9 | -- | -- | -- | -- |
113.7 | 0.497 | 13.7 | 0.0795 | -- | -0.976 | -- | -- | -0.51 | -- | 24.76 | 47 | -- | -- |
111.43 | 0.492 | 13.7 | -- | 0.373 | -1.22 | -- | -- | -0.556 | 1.59 | 22.45 | 53 | -- | -- |
183.76 | 0.633 | 13.7 | 0.0834 | -- | -- | -- | -- | -0.477 | -- | -- | -- | -- | -- |
138.25 | 0.55 | 13.7 | -- | 0.852 | -- | -- | -- | -0.477 | 11.9 | -- | -- | -- | -- |
113.82 | 0.497 | 13.7 | -- | -- | -0.991 | -- | -- | -0.531 | -- | 25.37 | 47 | -- | -- |
183.95 | 0.633 | 13.7 | -- | -- | -- | -- | -- | -0.486 | -- | -- | -- | -- | -- |
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 | 106.52 | radiation | 20 | 90 | < th | dose dependent | rect. | 23 | 23 |
3 | 107.70 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
4 | 107.82 | radiation | 30 | 30 | < th | dose dependent | rect. | 11 | 23 |
5 | 107.93 | radiation | 20 | 10 | < th | dose dependent | rect. | 13 | 23 |
6 | 107.96 | radiation | 20 | 10 | < th | dose dependent | no | NA | NA |
10 | 108.22 | radiation | 20 | 90 | < th | dose dependent | sin | 2 | NA |
11 | 108.22 | radiation | 30 | 30 | < th | dose dependent | rect. | 15 | 23 |
18 | 108.49 | radiation | 20 | 90 | < th | dose dependent | rect. | 6 | 23 |
23 | 108.65 | radiation | 20 | 30 | < th | dose dependent | rect. | 9 | 23 |
25 | 108.77 | radiation | 20 | 90 | < th | dose dependent | rect. | 19 | 23 |
26 | 108.86 | radiation | 1 | 1440 | > th | dose independent | rect. | 11 | 1 |
29 | 109.15 | radiation | 20 | 10 | < th | dose dependent | rect. | 1 | 23 |
46 | 109.66 | radiation | 10 | 720 | < th | dose dependent | rect. | 8 | 12 |
49 | 109.69 | radiation | 20 | 10 | < th | dose dependent | rect. | 7 | 23 |
51 | 109.78 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 4 |
53 | 109.79 | radiation | 10 | 720 | < th | dose independent | rect. | 14 | 5 |
56 | 109.83 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 1 |
57 | 109.83 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 1 |
63 | 109.87 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 1 |
69 | 109.97 | radiation | 10 | 720 | < th | dose dependent | sin | 22 | NA |
75 | 110.04 | radiation | 1 | 1440 | > th | dose independent | rect. | 13 | 1 |
85 | 110.20 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 3 |
86 | 110.20 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 3 |
88 | 110.23 | radiation | 20 | 90 | < th | dose dependent | rect. | 1 | 16 |
109 | 110.51 | radiation | 10 | 90 | > th | dose independent | sin | 0 | NA |
112 | 110.60 | humidity | 70 | 10 | > th | dose dependent | rect. | 1 | 21 |
113 | 110.61 | radiation | 10 | 10 | < th | dose dependent | sin | 1 | NA |
117 | 110.64 | radiation | 10 | 90 | > th | dose independent | rect. | 17 | 23 |
120 | 110.65 | radiation | 10 | 270 | < th | dose independent | rect. | 22 | 22 |
124 | 110.71 | radiation | 20 | 30 | < th | dose dependent | rect. | 17 | 23 |
130 | 110.77 | radiation | 30 | 90 | < th | dose dependent | rect. | 1 | 14 |
172 | 111.06 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 1 |
174 | 111.06 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 1 |
189 | 111.25 | radiation | 10 | 720 | < th | dose dependent | rect. | 13 | 6 |
207 | 111.37 | radiation | 10 | 90 | > th | dose independent | no | NA | NA |
208 | 111.37 | radiation | 10 | 90 | > th | dose independent | rect. | 6 | 12 |
292 | 111.43 | humidity | 50 | 10 | > th | dose dependent | rect. | 13 | 23 |
316 | 111.57 | radiation | 10 | 90 | > th | dose independent | rect. | 9 | 23 |
330 | 111.62 | radiation | 10 | 1440 | < th | dose dependent | rect. | 8 | 20 |
362 | 111.73 | humidity | 60 | 90 | > th | dose dependent | rect. | 24 | 23 |
367 | 111.76 | radiation | 10 | 720 | > th | dose independent | rect. | 11 | 22 |
384 | 111.78 | radiation | 20 | 90 | < th | dose independent | rect. | 1 | 14 |
389 | 111.81 | radiation | 10 | 720 | < th | dose independent | rect. | 11 | 9 |
406 | 111.89 | radiation | 1 | 90 | > th | dose dependent | no | NA | NA |
407 | 111.89 | radiation | 1 | 90 | > th | dose dependent | rect. | 4 | 15 |
483 | 111.94 | humidity | 80 | 10 | > th | dose independent | rect. | 1 | 21 |
488 | 111.95 | radiation | 1 | 720 | > th | dose dependent | rect. | 12 | 21 |
540 | 112.16 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 6 |
602 | 112.36 | radiation | 10 | 720 | < th | dose independent | rect. | 9 | 12 |
614 | 112.39 | radiation | 10 | 720 | < th | dose independent | sin | 21 | NA |
679 | 112.66 | radiation | 1 | 90 | > th | dose dependent | rect. | 17 | 23 |
688 | 112.69 | radiation | 30 | 4320 | < th | dose independent | rect. | 7 | 1 |
698 | 112.70 | radiation | 30 | 720 | < th | dose dependent | rect. | 6 | 23 |
734 | 112.77 | radiation | 1 | 720 | > th | dose dependent | sin | 19 | NA |
756 | 112.83 | radiation | 10 | 720 | > th | dose independent | sin | 22 | NA |
771 | 112.86 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
776 | 112.87 | humidity | 90 | 720 | < th | dose dependent | rect. | 9 | 7 |
788 | 112.91 | radiation | 10 | 90 | < th | dose independent | rect. | 6 | 23 |
827 | 113.00 | radiation | 10 | 4320 | < th | dose dependent | rect. | 23 | 6 |
839 | 113.04 | radiation | 30 | 4320 | < th | dose independent | rect. | 17 | 15 |
882 | 113.15 | radiation | 20 | 720 | < th | dose independent | rect. | 6 | 23 |
899 | 113.19 | radiation | 1 | 90 | > th | dose dependent | rect. | 15 | 23 |
912 | 113.23 | radiation | 30 | 4320 | < th | dose independent | rect. | 20 | 12 |
956 | 113.33 | radiation | 10 | 720 | > th | dose independent | rect. | 7 | 10 |
988 | 113.38 | radiation | 1 | 1440 | > th | dose dependent | rect. | 11 | 2 |
991 | 113.38 | radiation | 1 | 90 | > th | dose dependent | rect. | 9 | 23 |