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Os09g0468000 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Multi antimicrobial extrusion protein MatE 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 = precipitation,
response mode = < th, dose dependency = dose dependent, type of G = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
326.88 | 0.849 | 5.52 | -1.41 | 2 | 0.904 | -1.24 | 9.82 | -0.855 | 14.3 | 0.07656 | 4316 | 11.4 | 7.02 |
373.75 | 0.9 | 5.53 | -1.4 | 1.98 | 1.63 | -1.72 | -- | -0.884 | 14.5 | 1.983 | 4317 | 13.1 | 6.3 |
326.88 | 0.842 | 5.51 | -1.41 | 2.06 | 0.925 | -- | 9.89 | -0.852 | 14.3 | 0.3258 | 4305 | 11.4 | 6.93 |
373.97 | 0.901 | 5.53 | -1.45 | 1.97 | 1.7 | -- | -- | -1.05 | 14.4 | 2.51 | 4316 | 14.8 | 6.39 |
486.54 | 1.03 | 5.37 | -1.95 | -- | 1.28 | -- | -1.17 | -0.617 | -- | 0.3981 | 4331 | 11.4 | 7.26 |
423.73 | 0.965 | 5.4 | -1.94 | 1.97 | -- | -1.49 | -- | -0.771 | 14.3 | -- | -- | -- | -- |
431.87 | 0.973 | 5.4 | -1.98 | 1.97 | -- | -- | -- | -0.781 | 14.2 | -- | -- | -- | -- |
493.06 | 1.04 | 5.38 | -2.01 | -- | 1.29 | -- | -- | -0.635 | -- | 1.037 | 10137 | 11.5 | 7.29 |
417.66 | 0.952 | 5.53 | -- | 2.06 | 2.3 | -- | -- | -0.934 | 14.5 | 2.737 | 4316 | 14.8 | 6.38 |
662.32 | 1.2 | 5.42 | -2.07 | -- | -- | -- | -- | -0.828 | -- | -- | -- | -- | -- |
535.68 | 1.08 | 5.35 | -- | 2 | -- | -- | -- | -0.56 | 14.2 | -- | -- | -- | -- |
533.44 | 1.08 | 5.37 | -- | -- | 2.22 | -- | -- | -0.673 | -- | 1.625 | 10136 | 10.8 | 7.58 |
775.03 | 1.3 | 5.37 | -- | -- | -- | -- | -- | -0.599 | -- | -- | -- | -- | -- |
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 | 292.92 | wind | 7 | 14400 | < th | dose independent | rect. | 10 | 11 |
3 | 293.36 | wind | 7 | 14400 | > th | dose independent | rect. | 10 | 11 |
5 | 293.40 | wind | 7 | 14400 | > th | dose independent | rect. | 5 | 16 |
6 | 293.43 | wind | 7 | 14400 | < th | dose independent | rect. | 5 | 16 |
7 | 293.57 | wind | 7 | 43200 | < th | dose independent | rect. | 15 | 2 |
8 | 293.67 | wind | 7 | 14400 | > th | dose independent | rect. | 7 | 14 |
10 | 293.74 | wind | 7 | 14400 | < th | dose independent | rect. | 7 | 14 |
15 | 294.79 | wind | 7 | 14400 | < th | dose independent | sin | 23 | NA |
18 | 295.01 | wind | 7 | 14400 | > th | dose independent | sin | 23 | NA |
23 | 295.47 | temperature | 30 | 43200 | > th | dose dependent | rect. | 8 | 1 |
37 | 295.49 | wind | 7 | 14400 | > th | dose dependent | rect. | 10 | 11 |
38 | 295.54 | wind | 7 | 43200 | > th | dose independent | rect. | 15 | 2 |
47 | 295.96 | wind | 7 | 14400 | > th | dose dependent | rect. | 5 | 16 |
53 | 296.13 | wind | 7 | 14400 | < th | dose independent | rect. | 11 | 5 |
63 | 296.27 | temperature | 30 | 43200 | > th | dose independent | rect. | 8 | 1 |
109 | 296.78 | temperature | 30 | 43200 | < th | dose independent | rect. | 3 | 6 |
113 | 296.85 | wind | 7 | 14400 | > th | dose independent | rect. | 24 | 21 |
127 | 297.08 | wind | 7 | 14400 | < th | dose independent | rect. | 24 | 21 |
146 | 297.30 | temperature | 30 | 43200 | < th | dose independent | rect. | 8 | 1 |
154 | 297.41 | temperature | 30 | 43200 | < th | dose independent | rect. | 20 | 13 |
157 | 297.45 | wind | 7 | 14400 | > th | dose independent | rect. | 11 | 5 |
167 | 297.66 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 2 |
188 | 297.80 | wind | 9 | 14400 | > th | dose dependent | rect. | 17 | 22 |
235 | 298.45 | wind | 7 | 14400 | < th | dose independent | rect. | 10 | 15 |
264 | 299.00 | wind | 7 | 14400 | > th | dose independent | rect. | 5 | 20 |
288 | 299.30 | wind | 7 | 14400 | > th | dose dependent | rect. | 24 | 21 |
295 | 299.39 | wind | 7 | 14400 | < th | dose independent | rect. | 5 | 20 |
326 | 299.67 | wind | 7 | 14400 | > th | dose dependent | rect. | 10 | 15 |
380 | 300.12 | temperature | 30 | 43200 | > th | dose dependent | sin | 9 | NA |
435 | 300.54 | wind | 7 | 14400 | > th | dose dependent | rect. | 5 | 20 |
464 | 300.95 | wind | 7 | 14400 | > th | dose dependent | sin | 20 | NA |
484 | 301.03 | wind | 9 | 14400 | < th | dose independent | rect. | 17 | 22 |
490 | 301.14 | wind | 1 | 43200 | < th | dose dependent | rect. | 8 | 4 |
505 | 301.31 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 4 |
533 | 301.51 | wind | 7 | 14400 | > th | dose independent | rect. | 18 | 22 |
546 | 301.62 | wind | 7 | 14400 | > th | dose independent | rect. | 20 | 21 |
562 | 301.85 | wind | 5 | 14400 | > th | dose dependent | sin | 23 | NA |
578 | 301.99 | temperature | 30 | 43200 | > th | dose independent | sin | 9 | NA |
632 | 302.29 | temperature | 30 | 43200 | < th | dose independent | sin | 9 | NA |
676 | 302.80 | wind | 1 | 43200 | < th | dose dependent | rect. | 23 | 3 |
695 | 302.96 | wind | 7 | 14400 | < th | dose independent | rect. | 20 | 23 |
728 | 303.27 | wind | 7 | 14400 | > th | dose independent | no | NA | NA |
807 | 303.90 | wind | 7 | 14400 | < th | dose independent | no | NA | NA |
819 | 303.99 | wind | 7 | 14400 | > th | dose dependent | rect. | 12 | 23 |
832 | 304.07 | wind | 9 | 43200 | > th | dose dependent | rect. | 13 | 1 |
900 | 304.63 | wind | 7 | 14400 | > th | dose dependent | no | NA | NA |
902 | 304.64 | wind | 7 | 14400 | > th | dose independent | rect. | 15 | 23 |
920 | 304.68 | wind | 1 | 43200 | > th | dose dependent | rect. | 11 | 5 |
938 | 304.74 | temperature | 30 | 43200 | > th | dose dependent | no | NA | NA |