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Os01g0102700 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Translocon-associated beta family 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 = temperature,
response mode = > th, dose dependency = dose independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34.32 | 0.275 | 11.6 | -0.312 | 0.26 | 0.367 | 0.151 | -0.562 | 0.0298 | 2.5 | 19.1 | 2582 | -- | -- |
34.78 | 0.275 | 11.6 | -0.219 | 0.26 | 0.465 | 0.0985 | -- | 0.0406 | 2.55 | 19.09 | 2584 | -- | -- |
34.39 | 0.273 | 11.6 | -0.312 | 0.262 | 0.368 | -- | -0.54 | 0.0306 | 2.7 | 19.1 | 2582 | -- | -- |
34.63 | 0.274 | 11.6 | -0.241 | 0.249 | 0.516 | -- | -- | 0.0498 | 2.59 | 18.51 | 2638 | -- | -- |
38.34 | 0.288 | 11.6 | -0.325 | -- | 0.416 | -- | -0.531 | 0.02 | -- | 19.2 | 2531 | -- | -- |
38.81 | 0.292 | 11.6 | -0.0067 | 0.286 | -- | 0.042 | -- | 0.145 | 2.57 | -- | -- | -- | -- |
38.82 | 0.292 | 11.6 | -0.0078 | 0.287 | -- | -- | -- | 0.145 | 2.62 | -- | -- | -- | -- |
38.32 | 0.288 | 11.6 | -0.274 | -- | 0.608 | -- | -- | 0.0427 | -- | 18.5 | 2548 | -- | -- |
35.89 | 0.279 | 11.6 | -- | 0.257 | 0.391 | -- | -- | 0.0926 | 2.57 | 18.5 | 2636 | -- | -- |
43.62 | 0.309 | 11.6 | 0.00439 | -- | -- | -- | -- | 0.152 | -- | -- | -- | -- | -- |
38.82 | 0.291 | 11.6 | -- | 0.286 | -- | -- | -- | 0.146 | 2.62 | -- | -- | -- | -- |
39.75 | 0.294 | 11.6 | -- | -- | 0.441 | -- | -- | 0.0949 | -- | 18.42 | 2537 | -- | -- |
43.62 | 0.308 | 11.6 | -- | -- | -- | -- | -- | 0.152 | -- | -- | -- | -- | -- |
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 | 33.65 | temperature | 20 | 720 | > th | dose independent | rect. | 3 | 3 |
7 | 34.18 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 2 |
9 | 34.29 | wind | 7 | 4320 | < th | dose independent | rect. | 15 | 2 |
14 | 34.37 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 12 |
17 | 34.44 | wind | 7 | 4320 | < th | dose independent | rect. | 15 | 4 |
18 | 34.44 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 3 |
20 | 34.48 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 1 |
21 | 34.49 | radiation | 1 | 1440 | > th | dose independent | rect. | 12 | 1 |
22 | 34.49 | radiation | 1 | 1440 | > th | dose independent | rect. | 10 | 3 |
25 | 34.51 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 2 |
31 | 34.55 | wind | 1 | 14400 | > th | dose independent | rect. | 23 | 3 |
32 | 34.56 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 2 |
56 | 34.68 | wind | 1 | 720 | > th | dose independent | rect. | 15 | 10 |
59 | 34.69 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 8 |
65 | 34.72 | temperature | 20 | 1440 | < th | dose independent | rect. | 23 | 1 |
66 | 34.72 | radiation | 20 | 1440 | < th | dose independent | rect. | 11 | 2 |
67 | 34.72 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 3 |
68 | 34.72 | temperature | 20 | 1440 | > th | dose independent | rect. | 21 | 4 |
79 | 34.75 | temperature | 20 | 720 | > th | dose independent | sin | 10 | NA |
80 | 34.75 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
98 | 34.78 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 1 |
126 | 34.81 | wind | 5 | 4320 | > th | dose dependent | rect. | 15 | 4 |
128 | 34.82 | temperature | 20 | 720 | > th | dose independent | rect. | 14 | 17 |
134 | 34.84 | temperature | 20 | 1440 | < th | dose independent | rect. | 21 | 10 |
139 | 34.85 | wind | 7 | 720 | < th | dose independent | rect. | 15 | 19 |
159 | 34.88 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 6 |
165 | 34.89 | temperature | 20 | 720 | > th | dose independent | rect. | 19 | 18 |
166 | 34.89 | radiation | 20 | 1440 | < th | dose dependent | rect. | 11 | 1 |
174 | 34.91 | wind | 7 | 720 | < th | dose independent | rect. | 15 | 3 |
180 | 34.91 | atmosphere | 1005 | 270 | > th | dose independent | rect. | 14 | 13 |
183 | 34.92 | radiation | 1 | 1440 | < th | dose independent | rect. | 13 | 1 |
192 | 34.92 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 19 |
193 | 34.92 | radiation | 1 | 1440 | < th | dose dependent | rect. | 13 | 1 |
213 | 34.95 | wind | 1 | 14400 | < th | dose independent | rect. | 23 | 3 |
225 | 34.96 | radiation | 10 | 1440 | < th | dose independent | rect. | 12 | 5 |
234 | 34.96 | humidity | 80 | 14400 | > th | dose dependent | rect. | 6 | 1 |
237 | 34.97 | temperature | 20 | 1440 | < th | dose independent | sin | 11 | NA |
273 | 34.99 | wind | 1 | 720 | > th | dose independent | rect. | 7 | 18 |
277 | 34.99 | radiation | 10 | 4320 | > th | dose dependent | rect. | 16 | 16 |
324 | 35.02 | temperature | 20 | 1440 | < th | dose independent | rect. | 15 | 16 |
326 | 35.02 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 19 |
334 | 35.03 | atmosphere | 1005 | 720 | > th | dose independent | rect. | 15 | 10 |
406 | 35.06 | radiation | 10 | 4320 | < th | dose dependent | rect. | 1 | 4 |
408 | 35.07 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 3 |
417 | 35.07 | radiation | 1 | 1440 | < th | dose dependent | rect. | 11 | 3 |
455 | 35.09 | wind | 1 | 4320 | < th | dose dependent | rect. | 6 | 1 |
489 | 35.12 | radiation | 40 | 4320 | < th | dose independent | rect. | 6 | 2 |
497 | 35.12 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 15 | 14 |
522 | 35.13 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 17 |
560 | 35.15 | temperature | 20 | 4320 | > th | dose independent | sin | 16 | NA |
564 | 35.15 | atmosphere | 1005 | 720 | < th | dose independent | rect. | 18 | 7 |
597 | 35.16 | radiation | 40 | 4320 | < th | dose independent | rect. | 20 | 12 |
615 | 35.16 | radiation | 10 | 4320 | < th | dose dependent | rect. | 3 | 2 |
617 | 35.17 | temperature | 20 | 4320 | < th | dose independent | sin | 16 | NA |
641 | 35.18 | atmosphere | 1005 | 720 | < th | dose independent | rect. | 19 | 5 |
661 | 35.19 | radiation | 40 | 4320 | < th | dose independent | rect. | 2 | 6 |
676 | 35.19 | radiation | 30 | 4320 | > th | dose dependent | rect. | 7 | 1 |
703 | 35.20 | radiation | 40 | 4320 | < th | dose independent | rect. | 22 | 10 |
722 | 35.21 | atmosphere | 1005 | 270 | > th | dose independent | sin | 13 | NA |
786 | 35.23 | radiation | 30 | 4320 | > th | dose independent | rect. | 16 | 16 |
822 | 35.25 | radiation | 30 | 4320 | > th | dose independent | rect. | 7 | 1 |
857 | 35.26 | radiation | 10 | 1440 | < th | dose independent | sin | 17 | NA |
865 | 35.26 | wind | 5 | 90 | < th | dose independent | rect. | 9 | 10 |
885 | 35.27 | radiation | 10 | 4320 | > th | dose dependent | rect. | 17 | 14 |
889 | 35.28 | radiation | 10 | 4320 | > th | dose independent | rect. | 16 | 16 |
890 | 35.28 | radiation | 30 | 4320 | < th | dose independent | rect. | 16 | 16 |
893 | 35.28 | humidity | 50 | 720 | > th | dose independent | rect. | 19 | 18 |
897 | 35.28 | wind | 7 | 43200 | > th | dose dependent | rect. | 16 | 1 |
903 | 35.29 | humidity | 50 | 720 | > th | dose independent | rect. | 10 | 14 |
917 | 35.29 | humidity | 50 | 720 | > th | dose independent | rect. | 10 | 21 |
945 | 35.31 | atmosphere | 1005 | 270 | < th | dose independent | rect. | 21 | 9 |
947 | 35.31 | atmosphere | 1005 | 30 | > th | dose independent | rect. | 18 | 11 |