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Os07g0577900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Target SNARE coiled-coil region domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
55.77 | 0.351 | 8.4 | 0.41 | 1.04 | 0.401 | -0.0855 | -0.545 | -0.0277 | 7.78 | 20.6 | 967 | -- | -- |
56.47 | 0.35 | 8.38 | 0.505 | 1.03 | 0.471 | 0.0374 | -- | -0.00726 | 7.77 | 20.5 | 1065 | -- | -- |
55.79 | 0.348 | 8.4 | 0.411 | 1.04 | 0.405 | -- | -0.527 | -0.0271 | 7.79 | 20.58 | 967 | -- | -- |
56.47 | 0.35 | 8.38 | 0.502 | 1.03 | 0.476 | -- | -- | -0.00931 | 7.79 | 20.51 | 1065 | -- | -- |
111.75 | 0.492 | 8.42 | 0.445 | -- | 0.416 | -- | -0.427 | -0.0122 | -- | 20.2 | 1322 | -- | -- |
62.37 | 0.37 | 8.36 | 0.695 | 1.01 | -- | -0.0472 | -- | 0.0993 | 7.59 | -- | -- | -- | -- |
62.38 | 0.37 | 8.36 | 0.694 | 1.01 | -- | -- | -- | 0.0994 | 7.6 | -- | -- | -- | -- |
109.26 | 0.487 | 8.42 | 0.386 | -- | 0.702 | -- | -- | -0.0274 | -- | 18.2 | 2705 | -- | -- |
58.28 | 0.356 | 8.42 | -- | 1.05 | 0.949 | -- | -- | -0.146 | 7.66 | 18.4 | 2398 | -- | -- |
117.12 | 0.506 | 8.38 | 0.708 | -- | -- | -- | -- | 0.115 | -- | -- | -- | -- | -- |
75.06 | 0.405 | 8.38 | -- | 1.02 | -- | -- | -- | 0.0221 | 7.55 | -- | -- | -- | -- |
111.37 | 0.492 | 8.43 | -- | -- | 1.03 | -- | -- | -0.0928 | -- | 18.4 | 2768 | -- | -- |
130.34 | 0.533 | 8.4 | -- | -- | -- | -- | -- | 0.0361 | -- | -- | -- | -- | -- |
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 | 51.33 | temperature | 15 | 720 | > th | dose dependent | rect. | 4 | 3 |
2 | 51.70 | temperature | 20 | 720 | > th | dose independent | rect. | 4 | 3 |
25 | 53.23 | temperature | 30 | 720 | < th | dose dependent | rect. | 24 | 10 |
32 | 53.47 | temperature | 20 | 720 | < th | dose independent | rect. | 3 | 4 |
39 | 53.53 | temperature | 20 | 720 | > th | dose independent | rect. | 4 | 11 |
42 | 53.64 | temperature | 30 | 10 | < th | dose independent | rect. | 11 | 8 |
47 | 53.70 | temperature | 25 | 720 | < th | dose dependent | rect. | 3 | 4 |
72 | 53.85 | temperature | 25 | 270 | < th | dose independent | rect. | 7 | 6 |
73 | 53.85 | temperature | 25 | 270 | < th | dose independent | rect. | 7 | 8 |
112 | 54.09 | temperature | 25 | 270 | < th | dose independent | rect. | 8 | 3 |
121 | 54.12 | radiation | 1 | 10 | > th | dose dependent | rect. | 11 | 1 |
123 | 54.13 | temperature | 30 | 270 | < th | dose dependent | rect. | 8 | 8 |
125 | 54.13 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 18 |
127 | 54.15 | temperature | 20 | 720 | < th | dose independent | rect. | 24 | 15 |
137 | 54.18 | temperature | 25 | 720 | < th | dose dependent | sin | 5 | NA |
169 | 54.26 | temperature | 30 | 720 | < th | dose dependent | rect. | 7 | 2 |
226 | 54.45 | temperature | 20 | 720 | < th | dose independent | sin | 6 | NA |
295 | 54.66 | temperature | 10 | 10 | > th | dose dependent | rect. | 12 | 23 |
299 | 54.67 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 9 |
339 | 54.84 | temperature | 15 | 10 | > th | dose dependent | rect. | 6 | 16 |
381 | 54.98 | temperature | 10 | 270 | > th | dose dependent | rect. | 3 | 20 |
398 | 55.03 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 17 |
410 | 55.05 | temperature | 20 | 720 | > th | dose independent | rect. | 20 | 11 |
423 | 55.08 | temperature | 20 | 720 | > th | dose independent | rect. | 23 | 8 |
424 | 55.08 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 10 |
431 | 55.10 | temperature | 30 | 10 | < th | dose independent | rect. | 11 | 6 |
433 | 55.10 | temperature | 30 | 10 | < th | dose independent | rect. | 11 | 19 |
473 | 55.20 | temperature | 20 | 720 | > th | dose independent | sin | 4 | NA |
488 | 55.22 | temperature | 10 | 720 | > th | dose dependent | rect. | 3 | 12 |
509 | 55.28 | temperature | 30 | 10 | < th | dose independent | rect. | 9 | 10 |
531 | 55.32 | temperature | 15 | 30 | > th | dose independent | rect. | 12 | 23 |
545 | 55.35 | radiation | 30 | 10 | > th | dose independent | rect. | 11 | 1 |
547 | 55.36 | temperature | 15 | 90 | > th | dose independent | rect. | 19 | 14 |
552 | 55.37 | temperature | 20 | 720 | > th | dose independent | rect. | 21 | 19 |
583 | 55.41 | atmosphere | 1015 | 90 | < th | dose dependent | rect. | 19 | 14 |
596 | 55.43 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 14 |
614 | 55.47 | temperature | 30 | 30 | < th | dose independent | rect. | 11 | 1 |
624 | 55.49 | radiation | 30 | 4320 | < th | dose independent | rect. | 6 | 2 |
633 | 55.50 | temperature | 20 | 720 | > th | dose independent | rect. | 12 | 19 |
642 | 55.52 | radiation | 30 | 4320 | < th | dose independent | rect. | 20 | 12 |
650 | 55.54 | radiation | 30 | 4320 | < th | dose independent | rect. | 22 | 10 |
657 | 55.55 | radiation | 30 | 4320 | < th | dose independent | rect. | 17 | 15 |
663 | 55.56 | temperature | 15 | 720 | > th | dose independent | rect. | 19 | 5 |
673 | 55.58 | radiation | 30 | 4320 | < th | dose independent | rect. | 24 | 8 |
684 | 55.59 | radiation | 30 | 4320 | < th | dose independent | rect. | 2 | 6 |
701 | 55.61 | temperature | 30 | 10 | < th | dose independent | rect. | 11 | 3 |
713 | 55.63 | wind | 7 | 4320 | > th | dose independent | rect. | 15 | 2 |
772 | 55.70 | temperature | 10 | 720 | > th | dose dependent | sin | 6 | NA |
775 | 55.70 | temperature | 15 | 90 | > th | dose dependent | rect. | 5 | 12 |
785 | 55.73 | temperature | 15 | 30 | > th | dose independent | rect. | 19 | 16 |
786 | 55.73 | wind | 1 | 10 | > th | dose independent | rect. | 12 | 23 |
804 | 55.76 | temperature | 25 | 30 | > th | dose dependent | rect. | 19 | 23 |
812 | 55.78 | temperature | 20 | 10 | > th | dose dependent | rect. | 6 | 12 |
823 | 55.79 | temperature | 25 | 10 | > th | dose dependent | rect. | 2 | 16 |
836 | 55.80 | temperature | 25 | 10 | > th | dose dependent | rect. | 4 | 14 |
847 | 55.82 | wind | 7 | 4320 | > th | dose dependent | rect. | 15 | 1 |
879 | 55.86 | temperature | 25 | 10 | > th | dose dependent | rect. | 12 | 23 |
889 | 55.88 | wind | 3 | 10 | > th | dose independent | rect. | 9 | 3 |
899 | 55.88 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 16 |
902 | 55.88 | radiation | 30 | 10 | > th | dose dependent | rect. | 15 | 21 |
911 | 55.89 | atmosphere | 1015 | 30 | < th | dose dependent | rect. | 19 | 16 |
987 | 55.94 | wind | 7 | 4320 | < th | dose independent | rect. | 15 | 2 |