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Os12g0141600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Peptidase, trypsin-like serine and cysteine 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 = precipitation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.89 | 0.261 | 9.3 | 0.455 | 0.411 | 0.161 | -0.866 | 1.45 | 0.395 | 1.61 | 0.3089 | 3965 | -- | -- |
31.21 | 0.26 | 9.32 | 0.41 | 0.407 | 0.491 | -0.847 | -- | 0.402 | 1.61 | 0.5001 | 3775 | -- | -- |
33.84 | 0.271 | 9.29 | 0.507 | 0.411 | 0.0759 | -- | 1.62 | 0.393 | 1.75 | 0.376 | 3969 | -- | -- |
33.24 | 0.269 | 9.33 | 0.415 | 0.398 | 0.428 | -- | -- | 0.393 | 1.61 | 0.563 | 17179 | -- | -- |
43.86 | 0.308 | 9.28 | 0.561 | -- | -0.0179 | -- | 2.07 | 0.404 | -- | 0.4156 | 3682 | -- | -- |
36.12 | 0.282 | 9.33 | 0.559 | 0.422 | -- | -0.801 | -- | 0.366 | 1.62 | -- | -- | -- | -- |
38.66 | 0.291 | 9.33 | 0.585 | 0.423 | -- | -- | -- | 0.371 | 1.77 | -- | -- | -- | -- |
44.18 | 0.31 | 9.32 | 0.387 | -- | 0.477 | -- | -- | 0.416 | -- | 0.5 | 16636 | -- | -- |
35.37 | 0.277 | 9.33 | -- | 0.434 | 0.63 | -- | -- | 0.393 | 1.84 | 0.9276 | 21589 | -- | -- |
49.53 | 0.329 | 9.33 | 0.602 | -- | -- | -- | -- | 0.38 | -- | -- | -- | -- | -- |
47.69 | 0.323 | 9.35 | -- | 0.434 | -- | -- | -- | 0.306 | 1.81 | -- | -- | -- | -- |
46.84 | 0.319 | 9.32 | -- | -- | 0.625 | -- | -- | 0.413 | -- | 0.9208 | 21544 | -- | -- |
59.1 | 0.359 | 9.34 | -- | -- | -- | -- | -- | 0.313 | -- | -- | -- | -- | -- |
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 | 29.72 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 24 | 18 |
2 | 29.75 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 24 | 18 |
3 | 29.75 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 24 | 18 |
10 | 29.83 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 24 | 18 |
11 | 29.87 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 3 | 15 |
12 | 29.87 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 3 | 15 |
14 | 29.89 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 3 | 15 |
19 | 29.93 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 3 | 15 |
40 | 30.09 | precipitation | 0.1 | 14400 | > th | dose dependent | sin | 1 | NA |
41 | 30.10 | precipitation | 0.1 | 1440 | > th | dose independent | sin | 3 | NA |
42 | 30.10 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 6 | 13 |
44 | 30.10 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 16 |
47 | 30.11 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 12 |
52 | 30.11 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 12 |
79 | 30.17 | precipitation | 0.1 | 1440 | < th | dose independent | sin | 3 | NA |
86 | 30.17 | precipitation | 0.1 | 1440 | < th | dose dependent | sin | 3 | NA |
89 | 30.17 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 6 | 14 |
92 | 30.18 | precipitation | 0.1 | 14400 | > th | dose independent | sin | 23 | NA |
93 | 30.18 | precipitation | 0.1 | 14400 | < th | dose independent | sin | 23 | NA |
96 | 30.18 | precipitation | 0.1 | 1440 | > th | dose dependent | sin | 3 | NA |
97 | 30.18 | precipitation | 0.1 | 14400 | < th | dose dependent | sin | 23 | NA |
105 | 30.19 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 18 |
124 | 30.22 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 3 |
130 | 30.22 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 3 |
142 | 30.23 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 3 |
160 | 30.24 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 3 |
175 | 30.25 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 24 | 21 |
176 | 30.26 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 14 | 6 |
182 | 30.26 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 14 | 6 |
202 | 30.28 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 15 | 5 |
207 | 30.28 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 15 | 5 |
209 | 30.28 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 13 | 7 |
215 | 30.29 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 5 | 3 |
238 | 30.31 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 5 | 3 |
248 | 30.31 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 5 | 3 |
270 | 30.32 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 3 | 23 |
360 | 30.38 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 23 |
361 | 30.39 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 5 | 3 |
364 | 30.39 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 5 | 21 |
392 | 30.42 | precipitation | 0.1 | 14400 | > th | dose dependent | no | NA | NA |
395 | 30.42 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 22 |
410 | 30.43 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 1 | 1 |
423 | 30.43 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 9 | 23 |
444 | 30.44 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 19 | 23 |
493 | 30.48 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 4 | 9 |
546 | 30.52 | wind | 1.0 | 43200 | < th | dose independent | rect. | 1 | 1 |
573 | 30.53 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 12 | 16 |
597 | 30.55 | wind | 3.0 | 14400 | < th | dose independent | rect. | 3 | 1 |
598 | 30.55 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 4 | 9 |
635 | 30.57 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
742 | 30.62 | wind | 3.0 | 14400 | > th | dose independent | rect. | 3 | 1 |
748 | 30.62 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 21 | 1 |
784 | 30.64 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 14 | 3 |
847 | 30.68 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 3 | 13 |
873 | 30.71 | wind | 3.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
892 | 30.72 | humidity | 80.0 | 1440 | < th | dose independent | rect. | 11 | 1 |
902 | 30.72 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 7 | 8 |
922 | 30.74 | precipitation | 0.1 | 1440 | < th | dose independent | rect. | 4 | 8 |
931 | 30.74 | precipitation | 0.1 | 1440 | < th | dose dependent | rect. | 4 | 8 |
956 | 30.76 | wind | 3.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
980 | 30.77 | wind | 1.0 | 43200 | > th | dose independent | rect. | 1 | 1 |