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Os03g0399600 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
87.93 | 0.441 | 7.21 | 0.142 | 1.45 | 0.765 | 0.5 | -0.695 | 0.275 | 3.55 | 4.359 | 10 | -- | -- |
88.77 | 0.439 | 7.21 | 0.122 | 1.46 | 0.799 | 0.795 | -- | 0.273 | 3.48 | 4.048 | 9 | -- | -- |
88.51 | 0.438 | 7.21 | 0.143 | 1.46 | 0.76 | -- | -0.965 | 0.273 | 3.55 | 3.99 | 9 | -- | -- |
90.74 | 0.444 | 7.21 | 0.107 | 1.46 | 0.785 | -- | -- | 0.269 | 3.53 | 4.476 | 9 | -- | -- |
177.39 | 0.624 | 7.21 | 0.197 | -- | -0.222 | -- | -1.26 | 0.299 | -- | 3.99 | 9 | -- | -- |
98.5 | 0.465 | 7.2 | 0.119 | 1.23 | -- | 0.762 | -- | 0.269 | 4.43 | -- | -- | -- | -- |
100.07 | 0.468 | 7.2 | 0.113 | 1.24 | -- | -- | -- | 0.265 | 4.47 | -- | -- | -- | -- |
123.82 | 0.518 | 7.19 | 0.197 | -- | -1.31 | -- | -- | 0.382 | -- | -85.09 | 520 | -- | -- |
91.04 | 0.444 | 7.21 | -- | 1.47 | 0.786 | -- | -- | 0.257 | 3.53 | 4.478 | 9 | -- | -- |
182.09 | 0.631 | 7.21 | 0.162 | -- | -- | -- | -- | 0.298 | -- | -- | -- | -- | -- |
100.4 | 0.469 | 7.21 | -- | 1.24 | -- | -- | -- | 0.252 | 4.47 | -- | -- | -- | -- |
124.89 | 0.52 | 7.2 | -- | -- | -1.3 | -- | -- | 0.376 | -- | -76.51 | 521 | -- | -- |
182.78 | 0.631 | 7.22 | -- | -- | -- | -- | -- | 0.28 | -- | -- | -- | -- | -- |
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 | 78.43 | temperature | 20.0 | 720 | > th | dose independent | rect. | 5 | 2 |
3 | 79.22 | temperature | 20.0 | 720 | < th | dose independent | rect. | 4 | 3 |
4 | 79.26 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 5 | 3 |
42 | 82.91 | temperature | 20.0 | 720 | > th | dose independent | rect. | 1 | 7 |
57 | 83.38 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 18 | 10 |
88 | 84.57 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 4 | 3 |
99 | 84.81 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 4 | 1 |
106 | 84.99 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 5 | 23 |
107 | 85.05 | temperature | 20.0 | 720 | < th | dose independent | sin | 7 | NA |
122 | 85.24 | temperature | 20.0 | 270 | > th | dose independent | rect. | 18 | 9 |
134 | 85.37 | temperature | 25.0 | 270 | < th | dose independent | rect. | 9 | 2 |
151 | 85.55 | temperature | 20.0 | 720 | > th | dose dependent | sin | 6 | NA |
168 | 85.71 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 13 | 23 |
172 | 85.77 | temperature | 20.0 | 720 | > th | dose independent | rect. | 24 | 17 |
212 | 86.20 | radiation | 20.0 | 10 | < th | dose independent | rect. | 5 | 23 |
213 | 86.21 | temperature | 25.0 | 270 | < th | dose independent | rect. | 8 | 5 |
230 | 86.39 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 21 | 2 |
268 | 86.60 | radiation | 30.0 | 30 | < th | dose independent | rect. | 16 | 19 |
269 | 86.60 | radiation | 30.0 | 10 | < th | dose dependent | rect. | 5 | 13 |
280 | 86.64 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 20 | 9 |
320 | 86.80 | temperature | 20.0 | 720 | > th | dose independent | sin | 7 | NA |
327 | 86.83 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 21 | 2 |
330 | 86.83 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 15 | 21 |
336 | 86.85 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 9 | 7 |
348 | 86.90 | radiation | 10.0 | 10 | < th | dose independent | rect. | 7 | 11 |
356 | 86.92 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 23 | 14 |
397 | 87.03 | temperature | 20.0 | 270 | > th | dose dependent | rect. | 5 | 13 |
422 | 87.13 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 15 | 23 |
435 | 87.17 | radiation | 20.0 | 1440 | < th | dose independent | rect. | 15 | 19 |
474 | 87.31 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 16 | 19 |
477 | 87.33 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 9 | 7 |
488 | 87.35 | radiation | 1.0 | 1440 | > th | dose dependent | rect. | 15 | 19 |
495 | 87.39 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 7 | 9 |
508 | 87.42 | radiation | 10.0 | 10 | < th | dose dependent | rect. | 7 | 11 |
541 | 87.52 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 23 |
545 | 87.53 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 8 | 5 |
548 | 87.53 | humidity | 90.0 | 10 | < th | dose dependent | rect. | 4 | 12 |
576 | 87.60 | radiation | 1.0 | 30 | > th | dose dependent | rect. | 9 | 5 |
581 | 87.61 | radiation | 30.0 | 1440 | < th | dose dependent | rect. | 15 | 19 |
590 | 87.63 | humidity | 90.0 | 30 | < th | dose dependent | rect. | 9 | 5 |
599 | 87.66 | radiation | 10.0 | 10 | > th | dose dependent | rect. | 7 | 5 |
623 | 87.69 | radiation | 20.0 | 10 | < th | dose independent | rect. | 5 | 13 |
635 | 87.73 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 10 |
650 | 87.74 | radiation | 1.0 | 10 | > th | dose dependent | sin | 1 | NA |
662 | 87.76 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 9 | 3 |
670 | 87.78 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 6 | 10 |
706 | 87.87 | radiation | 20.0 | 1440 | < th | dose independent | sin | 12 | NA |
712 | 87.88 | temperature | 20.0 | 10 | > th | dose independent | rect. | 20 | 9 |
729 | 87.92 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 19 | 3 |
771 | 87.95 | radiation | 1.0 | 1440 | > th | dose dependent | sin | 11 | NA |
853 | 88.09 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 14 | 1 |
862 | 88.10 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 13 | 1 |
863 | 88.10 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 13 | 1 |
864 | 88.10 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 9 | 2 |
930 | 88.17 | radiation | 20.0 | 270 | < th | dose independent | rect. | 22 | 11 |
952 | 88.19 | radiation | 40.0 | 10 | < th | dose dependent | rect. | 14 | 21 |