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Os11g0161100 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.56 | 0.233 | 10.8 | 0.472 | 0.4 | -0.273 | 0.000543 | -1.42 | 0.37 | 6.5 | 15.12 | 73 | -- | -- |
27.84 | 0.246 | 10.8 | 0.43 | 0.396 | -0.16 | 0.00725 | -- | 0.364 | 6.2 | 8.784 | 97 | -- | -- |
24.56 | 0.231 | 10.8 | 0.473 | 0.401 | -0.272 | -- | -1.43 | 0.37 | 6.49 | 15.32 | 70 | -- | -- |
27.83 | 0.246 | 10.8 | 0.438 | 0.398 | -0.173 | -- | -- | 0.366 | 6.36 | 6.532 | 97 | -- | -- |
30.31 | 0.256 | 10.8 | 0.445 | -- | -0.414 | -- | -0.664 | 0.393 | -- | -27.74 | 531 | -- | -- |
28.15 | 0.249 | 10.8 | 0.436 | 0.414 | -- | 0.253 | -- | 0.359 | 5.32 | -- | -- | -- | -- |
28.26 | 0.249 | 10.8 | 0.437 | 0.418 | -- | -- | -- | 0.358 | 5.57 | -- | -- | -- | -- |
30.78 | 0.258 | 10.8 | 0.469 | -- | -0.432 | -- | -- | 0.405 | -- | -21.16 | 609 | -- | -- |
32.91 | 0.267 | 10.8 | -- | 0.408 | -0.161 | -- | -- | 0.318 | 6.11 | 14.15 | 97 | -- | -- |
37.33 | 0.285 | 10.8 | 0.451 | -- | -- | -- | -- | 0.368 | -- | -- | -- | -- | -- |
33.29 | 0.27 | 10.8 | -- | 0.425 | -- | -- | -- | 0.309 | 5.52 | -- | -- | -- | -- |
36.56 | 0.282 | 10.8 | -- | -- | -0.417 | -- | -- | 0.352 | -- | -12.01 | 608 | -- | -- |
42.69 | 0.305 | 10.8 | -- | -- | -- | -- | -- | 0.318 | -- | -- | -- | -- | -- |
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 | 23.17 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 17 | 2 |
4 | 23.28 | temperature | 15.0 | 720 | > th | dose dependent | rect. | 20 | 1 |
10 | 23.44 | radiation | 30.0 | 720 | < th | dose dependent | rect. | 16 | 8 |
17 | 23.52 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 20 | 10 |
19 | 23.54 | temperature | 15.0 | 720 | > th | dose independent | rect. | 13 | 8 |
20 | 23.55 | temperature | 25.0 | 720 | < th | dose independent | rect. | 14 | 10 |
33 | 23.64 | temperature | 15.0 | 270 | > th | dose independent | rect. | 20 | 17 |
40 | 23.67 | radiation | 1.0 | 720 | < th | dose independent | rect. | 15 | 4 |
45 | 23.70 | temperature | 15.0 | 30 | > th | dose dependent | rect. | 20 | 11 |
77 | 23.82 | radiation | 1.0 | 720 | < th | dose independent | rect. | 15 | 9 |
90 | 23.88 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 15 | 4 |
96 | 23.92 | temperature | 15.0 | 720 | > th | dose independent | rect. | 9 | 16 |
108 | 23.95 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 15 | 8 |
129 | 24.02 | temperature | 15.0 | 10 | > th | dose independent | rect. | 23 | 15 |
139 | 24.03 | temperature | 30.0 | 10 | < th | dose independent | rect. | 24 | 16 |
143 | 24.03 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 16 | 15 |
144 | 24.04 | temperature | 20.0 | 720 | < th | dose independent | rect. | 4 | 1 |
147 | 24.05 | radiation | 40.0 | 90 | < th | dose independent | sin | 6 | NA |
165 | 24.08 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 12 | 1 |
169 | 24.08 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 12 | 1 |
180 | 24.09 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 15 | 10 |
182 | 24.09 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 17 | 12 |
206 | 24.13 | temperature | 20.0 | 90 | > th | dose dependent | rect. | 7 | 8 |
212 | 24.13 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 17 | 13 |
214 | 24.14 | radiation | 1.0 | 720 | < th | dose dependent | rect. | 16 | 1 |
218 | 24.15 | temperature | 25.0 | 720 | < th | dose independent | sin | 17 | NA |
224 | 24.15 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 23 | 8 |
266 | 24.20 | temperature | 25.0 | 270 | < th | dose independent | rect. | 7 | 7 |
274 | 24.21 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 20 |
293 | 24.23 | radiation | 20.0 | 720 | < th | dose independent | rect. | 15 | 9 |
330 | 24.26 | radiation | 1.0 | 720 | < th | dose independent | sin | 17 | NA |
349 | 24.27 | temperature | 25.0 | 30 | < th | dose dependent | sin | 13 | NA |
382 | 24.30 | radiation | 20.0 | 720 | < th | dose dependent | rect. | 15 | 4 |
404 | 24.33 | temperature | 30.0 | 270 | < th | dose independent | rect. | 23 | 16 |
407 | 24.33 | temperature | 15.0 | 10 | > th | dose independent | rect. | 20 | 22 |
408 | 24.33 | radiation | 40.0 | 90 | < th | dose independent | rect. | 11 | 23 |
417 | 24.34 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 7 |
420 | 24.34 | radiation | 10.0 | 90 | > th | dose dependent | sin | 4 | NA |
432 | 24.35 | temperature | 15.0 | 720 | > th | dose independent | rect. | 19 | 6 |
438 | 24.35 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 7 | 7 |
444 | 24.36 | temperature | 30.0 | 10 | < th | dose independent | rect. | 11 | 5 |
452 | 24.36 | temperature | 20.0 | 10 | > th | dose dependent | rect. | 7 | 9 |
459 | 24.36 | radiation | 10.0 | 90 | > th | dose dependent | rect. | 15 | 23 |
508 | 24.39 | atmosphere | 1015.0 | 1440 | < th | dose independent | rect. | 1 | 8 |
511 | 24.39 | temperature | 15.0 | 30 | > th | dose independent | rect. | 23 | 13 |
534 | 24.40 | temperature | 15.0 | 1440 | > th | dose independent | rect. | 12 | 1 |
539 | 24.40 | temperature | 25.0 | 30 | > th | dose dependent | sin | 3 | NA |
555 | 24.41 | radiation | 1.0 | 720 | < th | dose dependent | sin | 18 | NA |
585 | 24.43 | temperature | 25.0 | 720 | > th | dose independent | rect. | 14 | 11 |
616 | 24.45 | temperature | 25.0 | 720 | > th | dose independent | rect. | 20 | 1 |
619 | 24.45 | temperature | 15.0 | 270 | > th | dose independent | rect. | 20 | 10 |
623 | 24.45 | radiation | 40.0 | 30 | < th | dose independent | rect. | 16 | 19 |
625 | 24.45 | radiation | 40.0 | 270 | < th | dose independent | rect. | 9 | 22 |
630 | 24.45 | radiation | 1.0 | 270 | > th | dose dependent | sin | 8 | NA |
771 | 24.50 | temperature | 15.0 | 720 | > th | dose independent | sin | 22 | NA |
780 | 24.50 | humidity | 50.0 | 720 | > th | dose dependent | rect. | 16 | 8 |
813 | 24.51 | temperature | 15.0 | 10 | > th | dose independent | sin | 7 | NA |
836 | 24.51 | temperature | 15.0 | 270 | > th | dose independent | sin | 18 | NA |
847 | 24.51 | temperature | 15.0 | 10 | > th | dose independent | sin | 1 | NA |
864 | 24.51 | temperature | 10.0 | 10 | > th | dose dependent | sin | 11 | NA |
895 | 24.52 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 7 | 13 |
923 | 24.53 | radiation | 30.0 | 90 | > th | dose dependent | rect. | 11 | 23 |