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Os05g0514300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Tubby-like protein 3.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
32.24 | 0.267 | 13.2 | 0.00871 | 0.526 | 0.325 | -0.471 | -0.48 | 0.346 | 2.68 | 20 | 97 | -- | -- |
33.1 | 0.268 | 13.2 | 0.0815 | 0.539 | 0.37 | -0.27 | -- | 0.356 | 2.64 | 19.9 | 103 | -- | -- |
32.89 | 0.267 | 13.2 | 0.0482 | 0.531 | 0.343 | -- | -0.321 | 0.351 | 2.66 | 20 | 101 | -- | -- |
33.33 | 0.269 | 13.2 | 0.0878 | 0.534 | 0.374 | -- | -- | 0.364 | 2.68 | 19.9 | 95 | -- | -- |
46.39 | 0.317 | 13.2 | -0.0635 | -- | 0.38 | -- | -0.474 | 0.337 | -- | 18.44 | 2547 | -- | -- |
37.88 | 0.289 | 13.2 | 0.189 | 0.461 | -- | -0.272 | -- | 0.426 | 2.85 | -- | -- | -- | -- |
38.13 | 0.289 | 13.2 | 0.195 | 0.459 | -- | -- | -- | 0.428 | 2.82 | -- | -- | -- | -- |
46.58 | 0.318 | 13.2 | -0.0261 | -- | 0.484 | -- | -- | 0.357 | -- | 18.68 | 2510 | -- | -- |
33.53 | 0.27 | 13.2 | -- | 0.536 | 0.391 | -- | -- | 0.353 | 2.65 | 20 | 95 | -- | -- |
50.35 | 0.332 | 13.2 | 0.215 | -- | -- | -- | -- | 0.44 | -- | -- | -- | -- | -- |
39.14 | 0.293 | 13.2 | -- | 0.463 | -- | -- | -- | 0.406 | 2.83 | -- | -- | -- | -- |
46.42 | 0.317 | 13.2 | -- | -- | 0.537 | -- | -- | 0.352 | -- | 18.14 | 2543 | -- | -- |
51.57 | 0.335 | 13.2 | -- | -- | -- | -- | -- | 0.416 | -- | -- | -- | -- | -- |
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 | 30.33 | temperature | 20 | 10 | > th | dose independent | rect. | 20 | 9 |
2 | 30.39 | temperature | 20 | 270 | > th | dose independent | rect. | 18 | 9 |
6 | 30.65 | temperature | 20 | 90 | > th | dose independent | rect. | 9 | 19 |
10 | 30.84 | temperature | 20 | 270 | > th | dose independent | rect. | 7 | 20 |
19 | 31.06 | temperature | 20 | 30 | > th | dose independent | rect. | 20 | 16 |
20 | 31.07 | temperature | 20 | 10 | > th | dose independent | rect. | 20 | 18 |
27 | 31.15 | temperature | 20 | 90 | > th | dose independent | rect. | 17 | 23 |
36 | 31.23 | temperature | 20 | 30 | > th | dose independent | rect. | 22 | 14 |
39 | 31.23 | temperature | 20 | 10 | > th | dose independent | rect. | 10 | 19 |
47 | 31.30 | temperature | 20 | 270 | > th | dose independent | rect. | 18 | 18 |
52 | 31.33 | temperature | 20 | 10 | > th | dose independent | rect. | 20 | 20 |
56 | 31.36 | temperature | 20 | 10 | > th | dose independent | rect. | 22 | 16 |
109 | 31.70 | temperature | 20 | 90 | > th | dose independent | sin | 10 | NA |
110 | 31.70 | temperature | 20 | 90 | < th | dose independent | sin | 10 | NA |
124 | 31.77 | temperature | 20 | 90 | < th | dose independent | rect. | 16 | 19 |
148 | 31.87 | temperature | 20 | 90 | < th | dose independent | rect. | 16 | 15 |
154 | 31.89 | temperature | 20 | 90 | < th | dose independent | rect. | 11 | 22 |
164 | 31.95 | temperature | 20 | 270 | < th | dose independent | rect. | 10 | 20 |
166 | 31.95 | temperature | 20 | 90 | < th | dose independent | rect. | 13 | 22 |
216 | 32.10 | temperature | 20 | 90 | < th | dose independent | rect. | 16 | 23 |
231 | 32.14 | temperature | 20 | 90 | < th | dose independent | rect. | 19 | 16 |
243 | 32.16 | temperature | 15 | 270 | > th | dose dependent | rect. | 18 | 9 |
261 | 32.19 | temperature | 20 | 90 | < th | dose independent | rect. | 19 | 14 |
271 | 32.20 | temperature | 20 | 90 | < th | dose independent | rect. | 19 | 12 |
278 | 32.20 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 23 |
289 | 32.21 | wind | 7 | 43200 | < th | dose dependent | rect. | 5 | 3 |
312 | 32.23 | temperature | 20 | 30 | > th | dose independent | rect. | 20 | 23 |
322 | 32.25 | temperature | 20 | 90 | > th | dose independent | no | NA | NA |
325 | 32.25 | temperature | 20 | 90 | < th | dose independent | no | NA | NA |
352 | 32.27 | temperature | 20 | 90 | < th | dose independent | rect. | 19 | 23 |
353 | 32.27 | wind | 1 | 43200 | > th | dose dependent | rect. | 5 | 3 |
357 | 32.28 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 14 |
400 | 32.33 | wind | 3 | 43200 | > th | dose independent | rect. | 6 | 2 |
401 | 32.33 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 10 |
412 | 32.34 | temperature | 20 | 90 | < th | dose independent | rect. | 21 | 12 |
422 | 32.35 | wind | 3 | 43200 | > th | dose independent | rect. | 5 | 5 |
423 | 32.35 | wind | 3 | 43200 | < th | dose independent | rect. | 5 | 5 |
434 | 32.35 | temperature | 15 | 10 | > th | dose dependent | rect. | 20 | 9 |
437 | 32.36 | wind | 3 | 43200 | < th | dose independent | rect. | 6 | 2 |
448 | 32.36 | temperature | 20 | 90 | > th | dose independent | rect. | 13 | 23 |
461 | 32.38 | wind | 3 | 43200 | > th | dose independent | rect. | 4 | 9 |
491 | 32.40 | temperature | 20 | 90 | < th | dose independent | rect. | 5 | 23 |
507 | 32.41 | wind | 7 | 43200 | < th | dose dependent | sin | 6 | NA |
517 | 32.41 | wind | 9 | 43200 | < th | dose dependent | rect. | 20 | 12 |
521 | 32.42 | wind | 3 | 43200 | < th | dose independent | rect. | 3 | 10 |
540 | 32.43 | humidity | 80 | 43200 | < th | dose independent | rect. | 5 | 2 |
553 | 32.43 | wind | 1 | 43200 | > th | dose dependent | rect. | 20 | 12 |
569 | 32.44 | temperature | 20 | 90 | < th | dose independent | rect. | 1 | 23 |
593 | 32.45 | wind | 1 | 43200 | > th | dose dependent | sin | 5 | NA |
598 | 32.45 | wind | 1 | 43200 | > th | dose dependent | rect. | 4 | 10 |
634 | 32.48 | radiation | 20 | 1440 | < th | dose independent | rect. | 12 | 1 |
758 | 32.53 | wind | 3 | 43200 | > th | dose independent | sin | 5 | NA |
861 | 32.56 | temperature | 20 | 90 | < th | dose independent | rect. | 3 | 23 |
908 | 32.58 | wind | 3 | 43200 | < th | dose independent | sin | 6 | NA |
933 | 32.59 | humidity | 80 | 43200 | > th | dose independent | rect. | 4 | 3 |