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Os03g0136500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
76.95 | 0.412 | 10.9 | 0.278 | 0.326 | 0.443 | 0.143 | -0.424 | 0.363 | 21.9 | 20.04 | 9 | -- | -- |
77.52 | 0.41 | 10.9 | 0.342 | 0.319 | 0.519 | 0.215 | -- | 0.381 | 22 | 19.64 | 10 | -- | -- |
77.01 | 0.409 | 10.9 | 0.265 | 0.325 | 0.447 | -- | -0.455 | 0.36 | 22.1 | 20.01 | 8 | -- | -- |
77.59 | 0.41 | 10.9 | 0.323 | 0.318 | 0.531 | -- | -- | 0.379 | 22.3 | 19.62 | 27 | -- | -- |
82.9 | 0.424 | 10.9 | 0.293 | -- | 0.418 | -- | -0.374 | 0.38 | -- | 19.7 | 34 | -- | -- |
86.25 | 0.435 | 10.9 | 0.485 | 0.258 | -- | 0.583 | -- | 0.464 | 20.3 | -- | -- | -- | -- |
87.13 | 0.437 | 10.9 | 0.465 | 0.258 | -- | -- | -- | 0.463 | 21.1 | -- | -- | -- | -- |
81.34 | 0.42 | 10.9 | 0.276 | -- | 0.572 | -- | -- | 0.352 | -- | 20.11 | 411 | -- | -- |
80.16 | 0.417 | 10.9 | -- | 0.319 | 0.6 | -- | -- | 0.349 | 22.5 | 19.7 | 37 | -- | -- |
90.95 | 0.446 | 10.9 | 0.466 | -- | -- | -- | -- | 0.462 | -- | -- | -- | -- | -- |
92.83 | 0.451 | 10.9 | -- | 0.257 | -- | -- | -- | 0.411 | 21.2 | -- | -- | -- | -- |
82.94 | 0.424 | 10.9 | -- | -- | 0.716 | -- | -- | 0.315 | -- | 19.7 | 423 | -- | -- |
96.67 | 0.459 | 10.9 | -- | -- | -- | -- | -- | 0.41 | -- | -- | -- | -- | -- |
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 | 70.81 | humidity | 90 | 14400 | < th | dose independent | rect. | 6 | 3 |
2 | 70.84 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 2 |
3 | 70.89 | humidity | 90 | 14400 | > th | dose independent | rect. | 6 | 4 |
7 | 71.06 | radiation | 10 | 4320 | < th | dose dependent | rect. | 19 | 10 |
11 | 71.12 | humidity | 80 | 14400 | > th | dose dependent | rect. | 5 | 1 |
14 | 71.31 | humidity | 90 | 14400 | > th | dose dependent | rect. | 6 | 4 |
22 | 71.51 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 18 |
23 | 71.52 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 16 |
27 | 71.55 | humidity | 90 | 14400 | > th | dose independent | rect. | 5 | 19 |
34 | 71.61 | humidity | 90 | 14400 | > th | dose independent | rect. | 2 | 21 |
42 | 71.63 | humidity | 80 | 14400 | > th | dose dependent | rect. | 6 | 14 |
49 | 71.66 | humidity | 80 | 14400 | > th | dose dependent | rect. | 8 | 14 |
58 | 71.68 | humidity | 80 | 14400 | > th | dose dependent | sin | 22 | NA |
73 | 71.71 | wind | 3 | 43200 | > th | dose independent | rect. | 7 | 1 |
78 | 71.71 | humidity | 80 | 14400 | > th | dose dependent | rect. | 6 | 9 |
81 | 71.72 | radiation | 10 | 4320 | < th | dose dependent | rect. | 22 | 7 |
174 | 71.90 | humidity | 90 | 14400 | < th | dose independent | rect. | 5 | 18 |
175 | 71.90 | humidity | 90 | 14400 | > th | dose independent | rect. | 12 | 22 |
176 | 71.90 | humidity | 90 | 14400 | > th | dose independent | rect. | 17 | 23 |
186 | 71.92 | humidity | 90 | 14400 | > th | dose independent | rect. | 18 | 6 |
189 | 71.92 | humidity | 90 | 14400 | > th | dose independent | rect. | 17 | 21 |
192 | 71.92 | humidity | 90 | 14400 | > th | dose independent | rect. | 15 | 23 |
204 | 71.94 | humidity | 90 | 14400 | > th | dose independent | rect. | 20 | 3 |
207 | 71.95 | humidity | 90 | 14400 | > th | dose independent | no | NA | NA |
227 | 71.97 | humidity | 80 | 14400 | > th | dose dependent | rect. | 13 | 1 |
248 | 72.00 | wind | 3 | 43200 | < th | dose independent | rect. | 7 | 1 |
249 | 72.00 | humidity | 80 | 14400 | > th | dose independent | rect. | 10 | 1 |
267 | 72.02 | humidity | 90 | 14400 | > th | dose independent | sin | 18 | NA |
306 | 72.06 | humidity | 50 | 14400 | > th | dose dependent | rect. | 5 | 1 |
310 | 72.07 | humidity | 90 | 14400 | > th | dose independent | rect. | 12 | 13 |
318 | 72.07 | humidity | 80 | 14400 | > th | dose dependent | rect. | 9 | 1 |
338 | 72.09 | humidity | 90 | 14400 | > th | dose independent | rect. | 9 | 23 |
362 | 72.12 | humidity | 90 | 14400 | > th | dose independent | sin | 3 | NA |
375 | 72.14 | humidity | 90 | 14400 | < th | dose independent | rect. | 19 | 4 |
388 | 72.15 | humidity | 80 | 14400 | > th | dose dependent | rect. | 12 | 3 |
391 | 72.16 | humidity | 90 | 14400 | > th | dose independent | rect. | 3 | 11 |
442 | 72.21 | humidity | 80 | 14400 | > th | dose dependent | rect. | 18 | 1 |
468 | 72.25 | humidity | 90 | 14400 | < th | dose independent | rect. | 20 | 2 |
584 | 72.38 | humidity | 90 | 14400 | < th | dose independent | sin | 23 | NA |
590 | 72.38 | humidity | 80 | 14400 | > th | dose dependent | rect. | 17 | 3 |
645 | 72.44 | humidity | 80 | 14400 | > th | dose independent | rect. | 10 | 9 |
679 | 72.48 | wind | 9 | 4320 | > th | dose independent | rect. | 17 | 1 |
693 | 72.49 | humidity | 80 | 14400 | > th | dose independent | rect. | 13 | 4 |
704 | 72.50 | wind | 9 | 4320 | < th | dose independent | rect. | 17 | 2 |
721 | 72.52 | humidity | 80 | 14400 | > th | dose independent | rect. | 12 | 6 |
751 | 72.56 | humidity | 90 | 14400 | < th | dose independent | rect. | 11 | 12 |
770 | 72.58 | humidity | 80 | 14400 | < th | dose independent | rect. | 10 | 1 |
773 | 72.58 | humidity | 90 | 14400 | < th | dose independent | rect. | 13 | 10 |
834 | 72.65 | humidity | 90 | 14400 | < th | dose independent | rect. | 17 | 22 |
835 | 72.65 | humidity | 90 | 14400 | > th | dose dependent | no | NA | NA |
905 | 72.71 | humidity | 90 | 14400 | > th | dose dependent | rect. | 15 | 23 |
917 | 72.72 | humidity | 90 | 14400 | > th | dose dependent | rect. | 11 | 23 |
925 | 72.73 | humidity | 90 | 14400 | < th | dose independent | rect. | 13 | 23 |
930 | 72.74 | humidity | 90 | 14400 | < th | dose independent | no | NA | NA |
962 | 72.76 | humidity | 90 | 14400 | < th | dose independent | rect. | 11 | 23 |