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Os03g0159800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Complex 1 LYR protein 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
42.13 | 0.305 | 8.07 | -0.374 | 0.211 | -0.7 | 0.442 | 1.2 | 0.13 | 0.481 | 19.9 | 2760 | -- | -- |
44.02 | 0.309 | 8.03 | -0.174 | 0.243 | -0.951 | 0.551 | -- | 0.2 | 0.243 | 19 | 2892 | -- | -- |
42.87 | 0.305 | 8.07 | -0.41 | 0.225 | -0.703 | -- | 1.22 | 0.123 | 0.767 | 19.9 | 2860 | -- | -- |
44.25 | 0.31 | 8.03 | -0.23 | 0.236 | -1.06 | -- | -- | 0.177 | 0.95 | 18.9 | 2987 | -- | -- |
45.71 | 0.315 | 8.07 | -0.387 | -- | -0.732 | -- | 1.13 | 0.128 | -- | 19.82 | 2747 | -- | -- |
60.37 | 0.364 | 7.98 | 0.297 | 0.243 | -- | 0.358 | -- | 0.394 | 0.747 | -- | -- | -- | -- |
60.85 | 0.365 | 7.98 | 0.283 | 0.246 | -- | -- | -- | 0.391 | 1.29 | -- | -- | -- | -- |
47.27 | 0.32 | 8.02 | -0.224 | -- | -1.05 | -- | -- | 0.181 | -- | 19.03 | 2795 | -- | -- |
45.27 | 0.313 | 8.02 | -- | 0.222 | -0.903 | -- | -- | 0.222 | 0.985 | 19 | 2895 | -- | -- |
64.58 | 0.376 | 7.98 | 0.292 | -- | -- | -- | -- | 0.396 | -- | -- | -- | -- | -- |
62.96 | 0.371 | 7.99 | -- | 0.251 | -- | -- | -- | 0.36 | 1.33 | -- | -- | -- | -- |
48.19 | 0.323 | 8.01 | -- | -- | -0.914 | -- | -- | 0.226 | -- | 19.02 | 2763 | -- | -- |
66.84 | 0.382 | 7.98 | -- | -- | -- | -- | -- | 0.364 | -- | -- | -- | -- | -- |
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 | 42.02 | wind | 1 | 14400 | < th | dose independent | rect. | 22 | 4 |
2 | 42.15 | temperature | 20 | 4320 | < th | dose independent | rect. | 15 | 9 |
7 | 42.29 | temperature | 20 | 4320 | > th | dose independent | rect. | 15 | 9 |
11 | 42.34 | temperature | 20 | 4320 | > th | dose independent | rect. | 16 | 7 |
34 | 42.59 | wind | 1 | 14400 | > th | dose independent | rect. | 23 | 3 |
51 | 42.79 | temperature | 20 | 4320 | < th | dose independent | sin | 17 | NA |
62 | 42.86 | temperature | 20 | 4320 | > th | dose independent | sin | 17 | NA |
119 | 43.33 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 1 |
219 | 43.87 | temperature | 20 | 4320 | < th | dose dependent | rect. | 18 | 1 |
297 | 44.12 | humidity | 90 | 43200 | > th | dose independent | rect. | 12 | 2 |
305 | 44.12 | temperature | 15 | 4320 | > th | dose dependent | rect. | 18 | 1 |
323 | 44.16 | humidity | 90 | 43200 | > th | dose dependent | rect. | 12 | 4 |
342 | 44.21 | radiation | 1 | 43200 | > th | dose independent | rect. | 14 | 1 |
346 | 44.21 | temperature | 15 | 4320 | > th | dose dependent | rect. | 17 | 4 |
350 | 44.23 | radiation | 1 | 43200 | < th | dose independent | rect. | 14 | 1 |
355 | 44.23 | radiation | 1 | 43200 | < th | dose dependent | rect. | 14 | 1 |
356 | 44.23 | temperature | 25 | 4320 | < th | dose dependent | rect. | 16 | 6 |
394 | 44.30 | radiation | 1 | 43200 | < th | dose independent | rect. | 11 | 4 |
402 | 44.30 | radiation | 1 | 43200 | < th | dose dependent | rect. | 11 | 4 |
406 | 44.31 | radiation | 1 | 43200 | > th | dose independent | rect. | 11 | 4 |
420 | 44.32 | temperature | 30 | 4320 | < th | dose dependent | rect. | 18 | 1 |
432 | 44.34 | wind | 1 | 14400 | < th | dose dependent | rect. | 22 | 4 |
467 | 44.38 | temperature | 20 | 4320 | < th | dose independent | rect. | 13 | 23 |
470 | 44.39 | temperature | 20 | 4320 | < th | dose independent | no | NA | NA |
476 | 44.39 | temperature | 20 | 4320 | < th | dose independent | rect. | 1 | 23 |
478 | 44.39 | temperature | 15 | 4320 | > th | dose dependent | rect. | 20 | 1 |
520 | 44.44 | temperature | 20 | 4320 | > th | dose independent | no | NA | NA |
522 | 44.44 | temperature | 20 | 4320 | > th | dose independent | rect. | 1 | 23 |
523 | 44.44 | temperature | 20 | 4320 | > th | dose independent | rect. | 13 | 23 |
594 | 44.51 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 23 |
599 | 44.51 | wind | 1 | 14400 | < th | dose dependent | rect. | 16 | 10 |
634 | 44.54 | temperature | 20 | 4320 | > th | dose independent | rect. | 21 | 23 |
682 | 44.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
683 | 44.60 | wind | 3 | 14400 | > th | dose independent | rect. | 7 | 8 |
727 | 44.64 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 1 |
739 | 44.65 | wind | 3 | 14400 | < th | dose independent | rect. | 8 | 7 |
784 | 44.70 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 2 |
832 | 44.75 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 21 | 17 |
879 | 44.79 | humidity | 70 | 43200 | > th | dose independent | rect. | 22 | 12 |
985 | 44.89 | humidity | 80 | 43200 | > th | dose independent | rect. | 4 | 6 |