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Os06g0288100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Receptor-like protein kinase.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
93.27 | 0.454 | 13.6 | 0.425 | 0.259 | 1.48 | 0.15 | -1.49 | 0.408 | 22.9 | 20 | 3830 | -- | -- |
93.41 | 0.45 | 13.6 | 0.296 | 0.282 | 2.14 | 0.122 | -- | 0.421 | 22.3 | 19 | 7240 | -- | -- |
93.36 | 0.45 | 13.6 | 0.42 | 0.259 | 1.48 | -- | -1.48 | 0.407 | 23 | 20.02 | 3824 | -- | -- |
91.52 | 0.446 | 13.6 | 0.283 | 0.277 | 2.22 | -- | -- | 0.437 | 23.2 | 18.7 | 8010 | -- | -- |
97.46 | 0.46 | 13.6 | 0.423 | -- | 1.5 | -- | -1.48 | 0.405 | -- | 20 | 3762 | -- | -- |
150.75 | 0.576 | 13.5 | 1.69 | 0.326 | -- | 0.052 | -- | 0.927 | 23.4 | -- | -- | -- | -- |
150.77 | 0.575 | 13.5 | 1.68 | 0.325 | -- | -- | -- | 0.927 | 23.4 | -- | -- | -- | -- |
96.43 | 0.457 | 13.6 | 0.218 | -- | 2.25 | -- | -- | 0.406 | -- | 18.88 | 8015 | -- | -- |
92.42 | 0.448 | 13.6 | -- | 0.288 | 2.3 | -- | -- | 0.368 | 23 | 18.66 | 9829 | -- | -- |
157.4 | 0.586 | 13.5 | 1.69 | -- | -- | -- | -- | 0.93 | -- | -- | -- | -- | -- |
225.6 | 0.703 | 13.5 | -- | 0.344 | -- | -- | -- | 0.739 | 23.7 | -- | -- | -- | -- |
97.25 | 0.459 | 13.6 | -- | -- | 2.35 | -- | -- | 0.368 | -- | 18.62 | 9526 | -- | -- |
233.06 | 0.713 | 13.5 | -- | -- | -- | -- | -- | 0.742 | -- | -- | -- | -- | -- |
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 | 88.96 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 22 |
3 | 89.22 | radiation | 1 | 14400 | > th | dose independent | rect. | 6 | 10 |
5 | 89.28 | radiation | 1 | 14400 | < th | dose independent | rect. | 6 | 10 |
7 | 89.34 | humidity | 90 | 14400 | > th | dose dependent | rect. | 5 | 2 |
9 | 89.55 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 22 |
12 | 89.78 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 11 |
15 | 89.92 | radiation | 1 | 14400 | < th | dose independent | rect. | 4 | 12 |
19 | 89.93 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 17 |
22 | 89.94 | radiation | 1 | 14400 | > th | dose independent | rect. | 4 | 12 |
92 | 90.38 | radiation | 1 | 14400 | > th | dose independent | sin | 4 | NA |
93 | 90.40 | radiation | 1 | 14400 | < th | dose independent | sin | 4 | NA |
130 | 90.77 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 11 |
131 | 90.79 | radiation | 1 | 43200 | < th | dose independent | rect. | 18 | 11 |
177 | 90.92 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 3 | 5 |
181 | 90.98 | radiation | 1 | 14400 | < th | dose dependent | rect. | 19 | 21 |
183 | 90.99 | radiation | 1 | 14400 | < th | dose dependent | rect. | 23 | 17 |
190 | 91.03 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 20 | 1 |
191 | 91.04 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 3 | 5 |
195 | 91.05 | radiation | 1 | 14400 | < th | dose dependent | rect. | 3 | 13 |
196 | 91.06 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 5 | 1 |
199 | 91.08 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 4 | 3 |
205 | 91.09 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 16 | 8 |
206 | 91.10 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 5 | 1 |
221 | 91.14 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 23 | 1 |
243 | 91.18 | radiation | 1 | 14400 | < th | dose dependent | rect. | 5 | 8 |
263 | 91.22 | atmosphere | 1010 | 43200 | > th | dose dependent | sin | 15 | NA |
294 | 91.24 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 13 | 17 |
377 | 91.32 | radiation | 1 | 14400 | < th | dose dependent | sin | 4 | NA |
406 | 91.34 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 5 | 19 |
445 | 91.36 | atmosphere | 1010 | 43200 | > th | dose dependent | no | NA | NA |
471 | 91.37 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 5 | 1 |
483 | 91.37 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 19 | 22 |
506 | 91.38 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 22 | 23 |
526 | 91.40 | wind | 3 | 43200 | < th | dose dependent | rect. | 21 | 3 |
641 | 91.49 | radiation | 1 | 14400 | > th | dose independent | rect. | 6 | 2 |
673 | 91.52 | radiation | 1 | 14400 | < th | dose independent | rect. | 6 | 2 |
695 | 91.54 | radiation | 1 | 14400 | > th | dose independent | rect. | 6 | 23 |
728 | 91.57 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 3 | 13 |
741 | 91.58 | humidity | 60 | 43200 | < th | dose independent | rect. | 21 | 12 |
751 | 91.59 | humidity | 60 | 43200 | < th | dose independent | rect. | 7 | 2 |
777 | 91.60 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 13 | 1 |
788 | 91.60 | humidity | 90 | 14400 | > th | dose dependent | rect. | 1 | 15 |
852 | 91.65 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 3 | 14 |
910 | 91.69 | humidity | 60 | 43200 | < th | dose dependent | rect. | 19 | 16 |
934 | 91.73 | atmosphere | 1015 | 43200 | < th | dose independent | sin | 4 | NA |
968 | 91.76 | radiation | 1 | 43200 | > th | dose independent | rect. | 18 | 1 |
980 | 91.76 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 11 | 3 |
990 | 91.77 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 11 | 1 |
994 | 91.77 | humidity | 70 | 43200 | < th | dose dependent | rect. | 21 | 12 |