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Os04g0616100 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
80.15 | 0.421 | 7.08 | -0.117 | 0.734 | -0.895 | 0.528 | 1.66 | 0.29 | 18.2 | 4.428 | 10 | -- | -- |
85.84 | 0.432 | 7.07 | -0.0604 | 0.74 | -1.11 | 0.675 | -- | 0.297 | 17.2 | -2.86 | 9 | -- | -- |
80.82 | 0.419 | 7.08 | -0.12 | 0.735 | -0.914 | -- | 1.63 | 0.29 | 18.1 | 4.42 | 10 | -- | -- |
86.83 | 0.434 | 7.07 | -0.0535 | 0.728 | -0.978 | -- | -- | 0.298 | 17.8 | 1.671 | 9 | -- | -- |
108.59 | 0.485 | 7.06 | -0.138 | -- | -0.894 | -- | 1.59 | 0.281 | -- | 0.78 | 10 | -- | -- |
100.5 | 0.47 | 7.08 | -0.0769 | 0.857 | -- | -0.175 | -- | 0.3 | 20.3 | -- | -- | -- | -- |
100.59 | 0.47 | 7.08 | -0.0712 | 0.858 | -- | -- | -- | 0.3 | 20.3 | -- | -- | -- | -- |
114.59 | 0.499 | 7.06 | -0.0855 | -- | -0.904 | -- | -- | 0.283 | -- | -3.269 | 9 | -- | -- |
86.91 | 0.434 | 7.07 | -- | 0.738 | -1 | -- | -- | 0.307 | 17.7 | 1.051 | 9 | -- | -- |
141.39 | 0.556 | 7.06 | -0.0769 | -- | -- | -- | -- | 0.291 | -- | -- | -- | -- | -- |
100.73 | 0.469 | 7.08 | -- | 0.858 | -- | -- | -- | 0.308 | 20.3 | -- | -- | -- | -- |
114.78 | 0.499 | 7.06 | -- | -- | -0.903 | -- | -- | 0.293 | -- | -1.586 | 9 | -- | -- |
141.54 | 0.555 | 7.06 | -- | -- | -- | -- | -- | 0.299 | -- | -- | -- | -- | -- |
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 | 75.22 | radiation | 40 | 10 | < th | dose dependent | rect. | 3 | 23 |
5 | 77.15 | radiation | 20 | 30 | < th | dose independent | rect. | 3 | 23 |
6 | 77.38 | humidity | 90 | 270 | < th | dose dependent | rect. | 19 | 18 |
10 | 77.81 | radiation | 10 | 30 | > th | dose independent | rect. | 9 | 7 |
11 | 77.86 | radiation | 10 | 10 | > th | dose independent | rect. | 9 | 23 |
37 | 78.97 | radiation | 1 | 10 | > th | dose dependent | rect. | 9 | 7 |
39 | 78.99 | radiation | 10 | 10 | > th | dose independent | sin | 23 | NA |
40 | 79.15 | radiation | 1 | 10 | > th | dose dependent | rect. | 7 | 9 |
42 | 79.18 | radiation | 10 | 270 | > th | dose independent | rect. | 9 | 3 |
44 | 79.25 | radiation | 1 | 10 | > th | dose dependent | sin | 0 | NA |
48 | 79.36 | humidity | 50 | 270 | > th | dose dependent | sin | 7 | NA |
67 | 79.55 | radiation | 1 | 10 | > th | dose dependent | rect. | 9 | 23 |
73 | 79.65 | radiation | 1 | 10 | > th | dose dependent | rect. | 7 | 12 |
87 | 79.72 | radiation | 40 | 10 | < th | dose dependent | rect. | 12 | 23 |
88 | 79.75 | humidity | 90 | 270 | < th | dose dependent | sin | 7 | NA |
91 | 79.78 | radiation | 1 | 10 | > th | dose dependent | rect. | 18 | 22 |
112 | 79.98 | humidity | 90 | 10 | < th | dose dependent | rect. | 9 | 7 |
113 | 79.98 | humidity | 90 | 10 | < th | dose dependent | rect. | 20 | 20 |
123 | 80.11 | humidity | 90 | 10 | < th | dose dependent | rect. | 22 | 18 |
124 | 80.11 | radiation | 40 | 10 | < th | dose dependent | rect. | 21 | 23 |
170 | 80.32 | radiation | 1 | 10 | > th | dose dependent | no | NA | NA |
237 | 80.33 | humidity | 80 | 270 | > th | dose independent | rect. | 1 | 7 |
248 | 80.44 | humidity | 80 | 10 | < th | dose independent | rect. | 9 | 7 |
251 | 80.44 | radiation | 1 | 10 | > th | dose dependent | rect. | 15 | 23 |
261 | 80.57 | radiation | 30 | 10 | < th | dose dependent | sin | 2 | NA |
280 | 80.64 | humidity | 90 | 10 | < th | dose dependent | rect. | 9 | 5 |
294 | 80.73 | humidity | 90 | 10 | < th | dose dependent | rect. | 7 | 9 |
316 | 80.84 | radiation | 1 | 10 | > th | dose dependent | rect. | 11 | 23 |
339 | 80.89 | radiation | 10 | 30 | > th | dose independent | rect. | 7 | 9 |
344 | 80.90 | humidity | 80 | 270 | < th | dose independent | rect. | 24 | 12 |
361 | 80.94 | humidity | 80 | 270 | < th | dose independent | rect. | 9 | 3 |
363 | 80.94 | humidity | 50 | 90 | > th | dose dependent | rect. | 3 | 8 |
365 | 80.95 | humidity | 90 | 270 | < th | dose dependent | rect. | 7 | 5 |
370 | 80.98 | humidity | 90 | 270 | < th | dose dependent | rect. | 9 | 3 |
394 | 81.05 | radiation | 40 | 10 | < th | dose dependent | no | NA | NA |
406 | 81.09 | radiation | 20 | 30 | < th | dose independent | rect. | 21 | 23 |
418 | 81.16 | humidity | 70 | 270 | > th | dose dependent | rect. | 1 | 7 |
551 | 81.22 | radiation | 1 | 270 | > th | dose independent | rect. | 7 | 6 |
560 | 81.28 | humidity | 50 | 10 | > th | dose dependent | rect. | 3 | 23 |
589 | 81.38 | temperature | 15 | 270 | > th | dose independent | rect. | 7 | 6 |
605 | 81.40 | radiation | 40 | 30 | < th | dose independent | rect. | 3 | 23 |
623 | 81.48 | humidity | 80 | 270 | < th | dose independent | rect. | 5 | 7 |
630 | 81.50 | radiation | 40 | 10 | < th | dose dependent | rect. | 4 | 16 |
698 | 81.65 | temperature | 15 | 270 | > th | dose independent | rect. | 8 | 4 |
701 | 81.65 | radiation | 10 | 270 | < th | dose dependent | rect. | 3 | 14 |
702 | 81.65 | radiation | 30 | 10 | < th | dose dependent | rect. | 15 | 23 |
703 | 81.66 | humidity | 70 | 90 | > th | dose independent | rect. | 3 | 6 |
719 | 81.67 | humidity | 80 | 270 | > th | dose independent | rect. | 1 | 13 |
720 | 81.67 | humidity | 90 | 270 | < th | dose independent | rect. | 20 | 17 |
791 | 81.79 | radiation | 40 | 90 | < th | dose independent | rect. | 12 | 23 |
814 | 81.88 | radiation | 10 | 10 | > th | dose independent | no | NA | NA |
882 | 81.88 | radiation | 20 | 30 | < th | dose independent | rect. | 12 | 22 |
935 | 81.95 | radiation | 40 | 10 | < th | dose dependent | rect. | 1 | 23 |
940 | 81.96 | humidity | 90 | 10 | < th | dose dependent | rect. | 11 | 3 |
954 | 81.98 | radiation | 10 | 10 | > th | dose independent | rect. | 11 | 23 |