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Os07g0572300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF868, plant 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
110.11 | 0.493 | 10.1 | -1.32 | 2.41 | 1.58 | -1.1 | -1.84 | -0.391 | 16.2 | 21.97 | 1234 | -- | -- |
110.3 | 0.489 | 10 | -0.893 | 2.24 | 1.59 | -1.09 | -- | -0.276 | 16.2 | 20.5 | 2227 | -- | -- |
113.02 | 0.495 | 10.1 | -1.34 | 2.41 | 1.58 | -- | -1.92 | -0.379 | 16.3 | 22.76 | 1256 | -- | -- |
113.98 | 0.497 | 10 | -0.889 | 2.28 | 1.57 | -- | -- | -0.281 | 16.2 | 20.78 | 2286 | -- | -- |
225.05 | 0.699 | 10.1 | -1.63 | -- | 3.11 | -- | -3.52 | -0.542 | -- | 20.78 | 237 | -- | -- |
179.48 | 0.628 | 9.93 | -0.305 | 2.24 | -- | -1.11 | -- | 0.0716 | 16.5 | -- | -- | -- | -- |
182.71 | 0.633 | 9.94 | -0.313 | 2.24 | -- | -- | -- | 0.0657 | 16.6 | -- | -- | -- | -- |
233.82 | 0.712 | 10 | -1.13 | -- | 3.21 | -- | -- | -0.495 | -- | 18 | 242 | -- | -- |
131.26 | 0.534 | 9.97 | -- | 2.32 | 1.3 | -- | -- | -0.118 | 16.2 | 21.88 | 2339 | -- | -- |
450.28 | 0.992 | 9.92 | -0.399 | -- | -- | -- | -- | 0.00677 | -- | -- | -- | -- | -- |
185.29 | 0.637 | 9.93 | -- | 2.25 | -- | -- | -- | 0.1 | 16.6 | -- | -- | -- | -- |
262.64 | 0.755 | 10 | -- | -- | 2.68 | -- | -- | -0.341 | -- | 20.59 | 252 | -- | -- |
454.49 | 0.995 | 9.91 | -- | -- | -- | -- | -- | 0.0511 | -- | -- | -- | -- | -- |
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 | 106.85 | temperature | 20 | 1440 | > th | dose dependent | rect. | 16 | 1 |
3 | 107.30 | temperature | 20 | 1440 | > th | dose dependent | rect. | 15 | 4 |
10 | 108.00 | temperature | 10 | 1440 | > th | dose dependent | rect. | 16 | 1 |
16 | 108.16 | temperature | 20 | 1440 | > th | dose dependent | rect. | 11 | 8 |
39 | 108.67 | temperature | 20 | 1440 | > th | dose dependent | sin | 20 | NA |
49 | 108.84 | temperature | 20 | 1440 | > th | dose dependent | rect. | 7 | 12 |
87 | 109.20 | radiation | 1 | 1440 | < th | dose dependent | rect. | 17 | 13 |
163 | 109.83 | temperature | 20 | 720 | > th | dose dependent | rect. | 12 | 20 |
170 | 109.85 | wind | 5 | 43200 | > th | dose dependent | rect. | 11 | 19 |
283 | 110.37 | radiation | 10 | 14400 | > th | dose dependent | rect. | 17 | 13 |
285 | 110.38 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 5 |
299 | 110.41 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 3 |
319 | 110.50 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 11 |
348 | 110.59 | radiation | 1 | 4320 | < th | dose independent | rect. | 17 | 6 |
392 | 110.78 | radiation | 1 | 4320 | < th | dose independent | rect. | 17 | 10 |
397 | 110.79 | wind | 7 | 43200 | < th | dose independent | rect. | 11 | 20 |
428 | 110.89 | wind | 5 | 43200 | > th | dose dependent | rect. | 10 | 13 |
436 | 110.90 | wind | 7 | 43200 | > th | dose independent | rect. | 12 | 19 |
443 | 110.91 | temperature | 10 | 720 | > th | dose dependent | rect. | 12 | 20 |
446 | 110.92 | wind | 7 | 43200 | < th | dose independent | rect. | 3 | 19 |
493 | 111.01 | temperature | 10 | 720 | > th | dose dependent | rect. | 4 | 20 |
496 | 111.02 | radiation | 1 | 1440 | < th | dose dependent | sin | 13 | NA |
512 | 111.06 | wind | 7 | 43200 | > th | dose independent | rect. | 3 | 19 |
525 | 111.08 | wind | 5 | 43200 | > th | dose independent | rect. | 19 | 22 |
533 | 111.10 | wind | 5 | 43200 | > th | dose independent | rect. | 3 | 13 |
537 | 111.10 | temperature | 20 | 1440 | > th | dose dependent | no | NA | NA |
549 | 111.14 | wind | 7 | 43200 | < th | dose independent | rect. | 17 | 23 |
557 | 111.16 | wind | 5 | 43200 | < th | dose independent | rect. | 20 | 21 |
611 | 111.27 | wind | 5 | 43200 | < th | dose independent | rect. | 3 | 13 |
612 | 111.27 | radiation | 30 | 14400 | < th | dose independent | rect. | 16 | 16 |
615 | 111.27 | wind | 7 | 43200 | > th | dose independent | rect. | 17 | 23 |
632 | 111.31 | radiation | 1 | 1440 | < th | dose dependent | rect. | 18 | 9 |
654 | 111.35 | wind | 5 | 43200 | > th | dose independent | rect. | 8 | 7 |
697 | 111.43 | wind | 5 | 43200 | > th | dose dependent | sin | 18 | NA |
746 | 111.53 | wind | 7 | 43200 | < th | dose independent | no | NA | NA |
769 | 111.57 | wind | 5 | 43200 | > th | dose independent | rect. | 24 | 17 |
777 | 111.58 | radiation | 1 | 4320 | < th | dose independent | rect. | 16 | 14 |
783 | 111.58 | wind | 5 | 43200 | > th | dose dependent | rect. | 3 | 19 |
804 | 111.63 | wind | 5 | 43200 | > th | dose independent | sin | 2 | NA |
805 | 111.63 | wind | 5 | 43200 | < th | dose independent | rect. | 8 | 7 |
808 | 111.64 | wind | 7 | 43200 | > th | dose independent | no | NA | NA |
856 | 111.72 | wind | 5 | 43200 | < th | dose independent | rect. | 24 | 16 |
900 | 111.78 | temperature | 30 | 1440 | < th | dose dependent | rect. | 16 | 3 |