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Os09g0506900 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
34.01 | 0.274 | 9.8 | -1.18 | 0.56 | -0.681 | 0.503 | -0.478 | -0.112 | 4.67 | 21.1 | 5481 | -- | -- |
34.29 | 0.273 | 9.82 | -1.19 | 0.555 | -0.535 | 0.497 | -- | -0.136 | 4.64 | 22.09 | 5388 | -- | -- |
34.63 | 0.274 | 9.8 | -1.18 | 0.57 | -0.689 | -- | -0.49 | -0.113 | 4.82 | 21.1 | 5329 | -- | -- |
34.77 | 0.275 | 9.82 | -1.16 | 0.566 | -0.515 | -- | -- | -0.143 | 4.86 | 22.5 | 5333 | -- | -- |
51.33 | 0.334 | 9.81 | -1.1 | -- | -0.539 | -- | -0.262 | -0.107 | -- | 22.4 | 5420 | -- | -- |
41.99 | 0.304 | 9.77 | -0.879 | 0.575 | -- | 0.49 | -- | 0.0657 | 4.55 | -- | -- | -- | -- |
42.61 | 0.306 | 9.77 | -0.882 | 0.58 | -- | -- | -- | 0.0631 | 4.68 | -- | -- | -- | -- |
51.4 | 0.334 | 9.83 | -1.17 | -- | -0.543 | -- | -- | -0.145 | -- | 22.4 | 5420 | -- | -- |
62.53 | 0.368 | 9.76 | -- | 0.552 | -0.126 | -- | -- | 0.128 | 4.85 | 25.89 | 2627 | -- | -- |
60.48 | 0.363 | 9.78 | -0.86 | -- | -- | -- | -- | 0.0783 | -- | -- | -- | -- | -- |
63.12 | 0.372 | 9.75 | -- | 0.564 | -- | -- | -- | 0.161 | 4.73 | -- | -- | -- | -- |
74.79 | 0.403 | 9.73 | -- | -- | 0.326 | -- | -- | 0.221 | -- | 28.2 | 416 | -- | -- |
79.99 | 0.417 | 9.76 | -- | -- | -- | -- | -- | 0.174 | -- | -- | -- | -- | -- |
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 | 32.61 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 5 |
2 | 32.61 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 5 |
4 | 32.62 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 6 |
6 | 32.63 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 5 |
8 | 32.63 | humidity | 90.0 | 43200 | > th | dose dependent | rect. | 6 | 1 |
30 | 32.75 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 23 |
34 | 32.76 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 23 | 9 |
36 | 32.80 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 12 |
37 | 32.81 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 23 | 9 |
43 | 32.83 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 23 | 9 |
44 | 32.83 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 13 |
49 | 32.83 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 12 | 18 |
51 | 32.83 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 23 | 18 |
55 | 32.83 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 21 |
60 | 32.83 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 23 | 9 |
61 | 32.84 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 13 |
73 | 32.85 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 14 | 16 |
76 | 32.85 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 11 | 19 |
78 | 32.85 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 21 |
94 | 32.87 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 16 |
101 | 32.88 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 1 |
102 | 32.88 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
104 | 32.88 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 18 | 12 |
113 | 32.90 | wind | 3.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
115 | 32.91 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
163 | 32.95 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 19 | 5 |
173 | 32.96 | radiation | 1.0 | 14400 | < th | dose independent | sin | 23 | NA |
206 | 32.97 | radiation | 1.0 | 14400 | > th | dose independent | sin | 23 | NA |
208 | 32.97 | radiation | 1.0 | 14400 | > th | dose independent | no | NA | NA |
211 | 32.97 | radiation | 1.0 | 14400 | < th | dose independent | no | NA | NA |
213 | 32.97 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 18 | 7 |
215 | 32.97 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 9 |
274 | 32.97 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 3 | 22 |
288 | 32.97 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 14 | 23 |
298 | 32.97 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 23 |
304 | 32.98 | radiation | 1.0 | 14400 | > th | dose independent | sin | 14 | NA |
308 | 32.98 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 14 | 5 |
314 | 32.98 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 12 | 7 |
316 | 32.98 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 7 |
325 | 32.98 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 9 | 10 |
387 | 32.98 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 7 |
392 | 32.99 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
393 | 32.99 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 22 | 3 |
444 | 33.00 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 12 | 6 |
446 | 33.00 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 7 |
453 | 33.00 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 9 | 11 |
480 | 33.01 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 22 | 3 |
482 | 33.01 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 4 |
503 | 33.01 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 14 | 11 |
509 | 33.01 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 12 | 14 |
523 | 33.01 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 3 |
527 | 33.02 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 16 | 2 |
572 | 33.03 | radiation | 1.0 | 14400 | < th | dose independent | sin | 13 | NA |
578 | 33.03 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 19 | 2 |
622 | 33.04 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 6 | 2 |
656 | 33.05 | atmosphere | 1015.0 | 43200 | < th | dose independent | sin | 14 | NA |
727 | 33.07 | atmosphere | 1015.0 | 43200 | > th | dose independent | sin | 14 | NA |
728 | 33.07 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 22 | 1 |
729 | 33.07 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 20 | 3 |
731 | 33.07 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 19 | 5 |
750 | 33.07 | temperature | 20.0 | 14400 | < th | dose dependent | rect. | 5 | 2 |
752 | 33.07 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 19 | 5 |
758 | 33.08 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
759 | 33.08 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 17 | 2 |
818 | 33.10 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 19 | 5 |
864 | 33.12 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 3 |
898 | 33.12 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
909 | 33.13 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 1 | 6 |
939 | 33.14 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 3 |
942 | 33.14 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 14 | 6 |
969 | 33.14 | atmosphere | 1010.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |