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Os03g0395700 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.4 | 0.259 | 10.7 | -0.46 | 0.539 | 0.624 | 0.19 | -1.15 | -0.113 | 1.67 | 19.2 | 2384 | -- | -- |
31.86 | 0.263 | 10.7 | -0.357 | 0.546 | 0.977 | 0.113 | -- | -0.0843 | 1.35 | 18.7 | 2734 | -- | -- |
30.36 | 0.257 | 10.7 | -0.44 | 0.558 | 0.618 | -- | -1.17 | -0.106 | 1.74 | 19.37 | 2139 | -- | -- |
31.85 | 0.263 | 10.7 | -0.365 | 0.548 | 0.985 | -- | -- | -0.0857 | 1.42 | 18.67 | 2748 | -- | -- |
47.93 | 0.322 | 10.7 | -0.485 | -- | 0.775 | -- | -0.98 | -0.123 | -- | 19.3 | 2402 | -- | -- |
45.64 | 0.317 | 10.6 | 0.101 | 0.589 | -- | -0.00427 | -- | 0.0968 | 1.59 | -- | -- | -- | -- |
45.64 | 0.316 | 10.6 | 0.101 | 0.589 | -- | -- | -- | 0.0968 | 1.59 | -- | -- | -- | -- |
48.73 | 0.325 | 10.7 | -0.383 | -- | 1.08 | -- | -- | -0.0901 | -- | 18.54 | 2387 | -- | -- |
34.06 | 0.272 | 10.7 | -- | 0.546 | 0.927 | -- | -- | -0.036 | 1.51 | 18.41 | 2012 | -- | -- |
66.82 | 0.382 | 10.6 | 0.125 | -- | -- | -- | -- | 0.11 | -- | -- | -- | -- | -- |
45.91 | 0.317 | 10.6 | -- | 0.59 | -- | -- | -- | 0.0856 | 1.59 | -- | -- | -- | -- |
51.52 | 0.334 | 10.6 | -- | -- | 0.847 | -- | -- | -0.0194 | -- | 18.7 | 2396 | -- | -- |
67.23 | 0.383 | 10.6 | -- | -- | -- | -- | -- | 0.0959 | -- | -- | -- | -- | -- |
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 | 30.30 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 10 | 17 |
3 | 30.37 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 10 | 22 |
26 | 30.57 | atmosphere | 995 | 43200 | < th | dose dependent | no | NA | NA |
28 | 30.57 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 22 | 21 |
41 | 30.59 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 1 | 14 |
50 | 30.61 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 1 | 23 |
78 | 30.69 | wind | 9 | 43200 | < th | dose independent | rect. | 16 | 20 |
83 | 30.71 | wind | 9 | 43200 | > th | dose independent | rect. | 16 | 20 |
100 | 30.76 | wind | 7 | 43200 | > th | dose dependent | rect. | 16 | 20 |
103 | 30.78 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 3 | 10 |
118 | 30.83 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 18 | NA |
119 | 30.83 | wind | 9 | 43200 | > th | dose dependent | rect. | 9 | 14 |
128 | 30.84 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 22 |
157 | 30.92 | atmosphere | 995 | 43200 | < th | dose independent | sin | 5 | NA |
158 | 30.92 | wind | 9 | 43200 | > th | dose independent | rect. | 10 | 2 |
165 | 30.94 | wind | 9 | 43200 | > th | dose dependent | sin | 20 | NA |
170 | 30.96 | wind | 9 | 43200 | > th | dose dependent | rect. | 9 | 9 |
205 | 31.01 | wind | 9 | 43200 | < th | dose independent | rect. | 10 | 2 |
206 | 31.01 | wind | 9 | 43200 | > th | dose independent | rect. | 20 | 19 |
215 | 31.02 | wind | 9 | 43200 | < th | dose independent | rect. | 20 | 19 |
229 | 31.05 | wind | 7 | 43200 | > th | dose dependent | sin | 11 | NA |
241 | 31.07 | wind | 9 | 43200 | > th | dose dependent | rect. | 10 | 5 |
245 | 31.09 | wind | 9 | 43200 | > th | dose independent | rect. | 9 | 4 |
247 | 31.09 | atmosphere | 995 | 43200 | < th | dose dependent | sin | 6 | NA |
248 | 31.09 | wind | 7 | 43200 | > th | dose dependent | rect. | 20 | 18 |
251 | 31.10 | wind | 9 | 43200 | < th | dose independent | sin | 11 | NA |
264 | 31.12 | wind | 9 | 43200 | > th | dose independent | sin | 11 | NA |
283 | 31.14 | wind | 5 | 43200 | > th | dose dependent | rect. | 9 | 1 |
326 | 31.18 | wind | 7 | 43200 | > th | dose dependent | rect. | 8 | 6 |
331 | 31.19 | temperature | 20 | 4320 | > th | dose independent | rect. | 18 | 5 |
359 | 31.21 | wind | 7 | 43200 | > th | dose dependent | sin | 4 | NA |
374 | 31.22 | wind | 9 | 43200 | > th | dose dependent | sin | 13 | NA |
404 | 31.24 | wind | 9 | 43200 | < th | dose independent | sin | 4 | NA |
412 | 31.24 | wind | 9 | 43200 | > th | dose dependent | no | NA | NA |
425 | 31.24 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 23 |
426 | 31.25 | wind | 9 | 43200 | > th | dose independent | sin | 3 | NA |
427 | 31.25 | wind | 9 | 43200 | < th | dose independent | rect. | 7 | 7 |
438 | 31.26 | wind | 7 | 43200 | < th | dose independent | rect. | 18 | 15 |
453 | 31.27 | wind | 9 | 43200 | > th | dose independent | rect. | 7 | 7 |
466 | 31.28 | temperature | 20 | 4320 | < th | dose independent | rect. | 18 | 5 |
473 | 31.28 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 1 | 10 |
497 | 31.29 | wind | 3 | 43200 | > th | dose dependent | rect. | 22 | 2 |
498 | 31.29 | wind | 1 | 43200 | > th | dose dependent | rect. | 8 | 3 |
525 | 31.31 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 4 | 7 |
578 | 31.34 | wind | 9 | 43200 | > th | dose independent | rect. | 2 | 13 |
618 | 31.36 | wind | 9 | 43200 | < th | dose independent | rect. | 2 | 13 |
663 | 31.38 | wind | 1 | 43200 | > th | dose dependent | rect. | 7 | 5 |
719 | 31.42 | wind | 5 | 43200 | > th | dose independent | rect. | 22 | 1 |
737 | 31.44 | wind | 5 | 43200 | < th | dose independent | rect. | 22 | 1 |
744 | 31.44 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 3 | 6 |
750 | 31.45 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 1 |
755 | 31.45 | wind | 9 | 43200 | > th | dose independent | rect. | 1 | 23 |
766 | 31.46 | wind | 9 | 43200 | > th | dose independent | no | NA | NA |
769 | 31.46 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 5 | 4 |
776 | 31.46 | wind | 9 | 43200 | > th | dose independent | rect. | 4 | 23 |
779 | 31.46 | wind | 9 | 43200 | > th | dose independent | rect. | 22 | 23 |
795 | 31.47 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 11 | 5 |
805 | 31.48 | temperature | 20 | 1440 | > th | dose independent | rect. | 12 | 19 |
833 | 31.50 | wind | 9 | 43200 | < th | dose independent | rect. | 21 | 5 |
834 | 31.50 | atmosphere | 995 | 43200 | < th | dose independent | rect. | 10 | 5 |
839 | 31.50 | temperature | 20 | 1440 | < th | dose independent | rect. | 12 | 19 |
893 | 31.53 | atmosphere | 995 | 43200 | > th | dose independent | rect. | 11 | 2 |
894 | 31.53 | wind | 9 | 43200 | > th | dose independent | rect. | 21 | 3 |
903 | 31.53 | wind | 9 | 43200 | < th | dose dependent | rect. | 10 | 1 |
904 | 31.53 | atmosphere | 995 | 43200 | < th | dose dependent | rect. | 13 | 2 |
944 | 31.55 | wind | 9 | 43200 | < th | dose dependent | rect. | 8 | 3 |
979 | 31.57 | wind | 9 | 43200 | < th | dose independent | no | NA | NA |
980 | 31.57 | wind | 3 | 43200 | > th | dose independent | rect. | 10 | 1 |
989 | 31.57 | wind | 3 | 43200 | > th | dose dependent | rect. | 22 | 17 |