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Os08g0461800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
13.94 | 0.175 | 10.4 | 0.636 | 0.88 | 0.969 | -0.856 | -1.75 | 0.19 | 20 | 0.6971 | 731 | -- | -- |
15.51 | 0.183 | 10.4 | 0.647 | 1.08 | 1.26 | -0.0625 | -- | 0.172 | 20.6 | 0.1563 | 855 | -- | -- |
14.88 | 0.18 | 10.4 | 0.624 | 0.864 | 0.948 | -- | -0.947 | 0.177 | 19.9 | 0.17 | 709 | -- | -- |
14.99 | 0.18 | 10.4 | 0.677 | 1.2 | 1.46 | -- | -- | 0.205 | 21.1 | 0.17 | 959 | -- | -- |
18.96 | 0.203 | 10.4 | 0.7 | -- | 0.81 | -- | -0.529 | 0.183 | -- | 2.016 | 1660 | -- | -- |
17.9 | 0.198 | 10.4 | 0.481 | 0.489 | -- | -0.544 | -- | 0.128 | 0.125 | -- | -- | -- | -- |
19.15 | 0.205 | 10.4 | 0.503 | 0.491 | -- | -- | -- | 0.132 | 23.9 | -- | -- | -- | -- |
19.46 | 0.205 | 10.4 | 0.688 | -- | 1 | -- | -- | 0.235 | -- | 1.15 | 1644 | -- | -- |
24.87 | 0.232 | 10.4 | -- | 0.764 | 0.605 | -- | -- | 0.104 | 22.2 | 1.26 | 970 | -- | -- |
34.33 | 0.274 | 10.4 | 0.518 | -- | -- | -- | -- | 0.138 | -- | -- | -- | -- | -- |
25.82 | 0.238 | 10.4 | -- | 0.497 | -- | -- | -- | 0.0755 | 24 | -- | -- | -- | -- |
26.92 | 0.242 | 10.4 | -- | -- | 0.377 | -- | -- | 0.098 | -- | 1.92 | 71 | -- | -- |
41.41 | 0.3 | 10.4 | -- | -- | -- | -- | -- | 0.0807 | -- | -- | -- | -- | -- |
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 | 13.34 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 8 |
2 | 13.35 | radiation | 1 | 1440 | > th | dose independent | rect. | 9 | 8 |
3 | 13.36 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 8 |
9 | 13.41 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 4 |
10 | 13.43 | radiation | 1 | 1440 | > th | dose independent | rect. | 13 | 4 |
13 | 13.44 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 4 |
25 | 13.54 | radiation | 1 | 1440 | < th | dose dependent | rect. | 15 | 1 |
26 | 13.55 | radiation | 1 | 1440 | > th | dose independent | rect. | 15 | 1 |
27 | 13.55 | radiation | 1 | 1440 | < th | dose independent | rect. | 15 | 1 |
41 | 13.66 | radiation | 1 | 1440 | > th | dose independent | rect. | 9 | 21 |
52 | 13.67 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 21 |
59 | 13.68 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 15 |
60 | 13.68 | radiation | 1 | 1440 | < th | dose independent | rect. | 9 | 19 |
68 | 13.70 | radiation | 1 | 1440 | > th | dose independent | sin | 21 | NA |
72 | 13.71 | radiation | 1 | 1440 | < th | dose independent | sin | 21 | NA |
73 | 13.71 | humidity | 80 | 1440 | > th | dose independent | rect. | 11 | 2 |
88 | 13.71 | radiation | 1 | 720 | < th | dose dependent | rect. | 22 | 19 |
89 | 13.71 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 20 |
113 | 13.72 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 11 |
114 | 13.72 | radiation | 1 | 720 | < th | dose dependent | rect. | 1 | 16 |
131 | 13.73 | radiation | 1 | 1440 | < th | dose dependent | rect. | 9 | 18 |
217 | 13.77 | radiation | 1 | 720 | < th | dose dependent | rect. | 21 | 22 |
223 | 13.78 | radiation | 1 | 1440 | < th | dose dependent | sin | 21 | NA |
247 | 13.80 | humidity | 80 | 1440 | < th | dose independent | rect. | 11 | 2 |
311 | 13.84 | radiation | 1 | 720 | < th | dose dependent | rect. | 5 | 23 |
312 | 13.85 | radiation | 1 | 1440 | < th | dose independent | rect. | 10 | 2 |
324 | 13.85 | radiation | 1 | 1440 | < th | dose dependent | rect. | 10 | 2 |
346 | 13.88 | humidity | 80 | 1440 | < th | dose independent | rect. | 23 | 20 |
352 | 13.89 | humidity | 80 | 1440 | < th | dose independent | rect. | 23 | 18 |
358 | 13.90 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 2 |
376 | 13.92 | humidity | 80 | 1440 | < th | dose independent | rect. | 9 | 6 |
381 | 13.93 | humidity | 80 | 1440 | > th | dose independent | rect. | 9 | 6 |
399 | 13.95 | radiation | 1 | 720 | < th | dose dependent | rect. | 18 | 23 |
400 | 13.96 | humidity | 80 | 1440 | < th | dose independent | sin | 1 | NA |
414 | 13.98 | radiation | 1 | 720 | < th | dose dependent | sin | 2 | NA |
421 | 13.99 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 8 |
422 | 13.99 | humidity | 80 | 1440 | < th | dose independent | rect. | 3 | 14 |
426 | 13.99 | humidity | 80 | 1440 | > th | dose independent | rect. | 24 | 17 |
427 | 13.99 | humidity | 80 | 1440 | > th | dose independent | rect. | 24 | 19 |
438 | 14.00 | radiation | 1 | 720 | < th | dose dependent | rect. | 13 | 23 |
439 | 14.01 | humidity | 80 | 1440 | > th | dose independent | sin | 1 | NA |
444 | 14.01 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 11 |
448 | 14.01 | humidity | 80 | 1440 | > th | dose independent | rect. | 3 | 14 |
449 | 14.01 | radiation | 1 | 720 | < th | dose dependent | no | NA | NA |
459 | 14.02 | humidity | 80 | 1440 | > th | dose independent | rect. | 3 | 16 |
466 | 14.03 | radiation | 1 | 720 | < th | dose independent | rect. | 22 | 21 |
469 | 14.03 | radiation | 1 | 1440 | < th | dose dependent | rect. | 4 | 13 |
552 | 14.07 | radiation | 1 | 720 | < th | dose independent | rect. | 23 | 18 |
569 | 14.08 | radiation | 1 | 720 | < th | dose independent | rect. | 1 | 16 |
596 | 14.10 | radiation | 1 | 1440 | > th | dose independent | rect. | 18 | 23 |
597 | 14.10 | radiation | 1 | 1440 | < th | dose independent | rect. | 18 | 23 |
611 | 14.11 | radiation | 1 | 720 | < th | dose independent | rect. | 5 | 23 |
612 | 14.11 | humidity | 70 | 1440 | > th | dose dependent | rect. | 11 | 2 |
627 | 14.11 | radiation | 1 | 720 | < th | dose dependent | rect. | 24 | 23 |
815 | 14.23 | radiation | 1 | 1440 | > th | dose independent | no | NA | NA |
816 | 14.23 | radiation | 1 | 1440 | < th | dose independent | no | NA | NA |