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Os05g0181200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Phytochrome P450-like 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 = radiation,
response mode = < th, dose dependency = dose dependent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
221.73 | 0.7 | 3.37 | 0.751 | 0.638 | 1.37 | 2.14 | 2.65 | 0.165 | 0.819 | 0.9952 | 4287 | -- | -- |
225.88 | 0.7 | 3.31 | 1.2 | 0.758 | 1.04 | 1.83 | -- | 0.242 | 0.281 | 2.25 | 5502 | -- | -- |
227.95 | 0.703 | 3.39 | 0.709 | 0.17 | 1.86 | -- | 3.41 | 0.155 | 1.35 | 0.7587 | 6032 | -- | -- |
242.02 | 0.725 | 3.31 | 1.17 | 0.274 | 1.21 | -- | -- | 0.251 | 0.261 | 2.119 | 6044 | -- | -- |
226.82 | 0.701 | 3.41 | 0.444 | -- | 2.24 | -- | 5.19 | 0.135 | -- | 0.9257 | 6041 | -- | -- |
243.97 | 0.732 | 3.35 | 0.936 | 0.545 | -- | 1.93 | -- | 0.0591 | 0.866 | -- | -- | -- | -- |
259.25 | 0.754 | 3.35 | 0.863 | 0.551 | -- | -- | -- | 0.0472 | 1.48 | -- | -- | -- | -- |
245.35 | 0.73 | 3.29 | 1.18 | -- | 1.41 | -- | -- | 0.29 | -- | 2.17 | 6098 | -- | -- |
270.11 | 0.765 | 3.34 | -- | 0.447 | 0.844 | -- | -- | 0.103 | 1.71 | 6.613 | 4478 | -- | -- |
277.9 | 0.779 | 3.34 | 0.885 | -- | -- | -- | -- | 0.0591 | -- | -- | -- | -- | -- |
278.89 | 0.781 | 3.37 | -- | 0.567 | -- | -- | -- | -0.0489 | 1.53 | -- | -- | -- | -- |
276.06 | 0.774 | 3.32 | -- | -- | 1.05 | -- | -- | 0.163 | -- | 5.663 | 6123 | -- | -- |
298.57 | 0.807 | 3.37 | -- | -- | -- | -- | -- | -0.0392 | -- | -- | -- | -- | -- |
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 | 212.50 | temperature | 20 | 90 | < th | dose independent | rect. | 6 | 2 |
3 | 212.83 | temperature | 20 | 90 | < th | dose dependent | rect. | 6 | 1 |
13 | 214.43 | radiation | 1 | 90 | < th | dose dependent | rect. | 6 | 1 |
30 | 216.21 | humidity | 90 | 90 | > th | dose dependent | rect. | 7 | 1 |
41 | 217.66 | radiation | 1 | 4320 | < th | dose dependent | rect. | 20 | 10 |
47 | 217.80 | radiation | 1 | 4320 | < th | dose dependent | rect. | 4 | 2 |
52 | 217.88 | radiation | 1 | 14400 | < th | dose independent | rect. | 5 | 2 |
53 | 217.93 | radiation | 1 | 14400 | > th | dose independent | rect. | 5 | 2 |
56 | 218.17 | humidity | 90 | 43200 | < th | dose independent | rect. | 5 | 1 |
58 | 218.18 | radiation | 1 | 14400 | < th | dose independent | rect. | 20 | 11 |
60 | 218.19 | radiation | 1 | 14400 | < th | dose independent | rect. | 23 | 8 |
77 | 218.25 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 1 |
80 | 218.35 | humidity | 90 | 43200 | < th | dose independent | rect. | 22 | 1 |
81 | 218.35 | humidity | 90 | 43200 | < th | dose independent | rect. | 21 | 3 |
85 | 218.44 | radiation | 1 | 4320 | < th | dose independent | rect. | 17 | 13 |
86 | 218.44 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 1 |
88 | 218.45 | humidity | 90 | 43200 | > th | dose dependent | rect. | 22 | 2 |
92 | 218.51 | radiation | 1 | 4320 | < th | dose dependent | rect. | 17 | 13 |
95 | 218.56 | humidity | 90 | 43200 | > th | dose independent | rect. | 22 | 2 |
99 | 218.63 | radiation | 1 | 4320 | > th | dose independent | rect. | 17 | 13 |
102 | 218.68 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 16 |
114 | 218.74 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 16 |
118 | 218.76 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 17 |
120 | 218.76 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 19 |
140 | 218.79 | humidity | 90 | 43200 | < th | dose independent | rect. | 12 | 21 |
167 | 218.83 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 8 |
168 | 218.83 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 16 |
173 | 218.83 | humidity | 90 | 43200 | > th | dose dependent | rect. | 21 | 12 |
180 | 218.84 | humidity | 90 | 43200 | > th | dose independent | rect. | 20 | 13 |
239 | 218.89 | humidity | 90 | 43200 | > th | dose independent | rect. | 3 | 6 |
246 | 218.89 | humidity | 90 | 43200 | > th | dose dependent | rect. | 3 | 6 |
256 | 218.90 | humidity | 90 | 43200 | < th | dose independent | sin | 15 | NA |
267 | 218.90 | humidity | 90 | 43200 | < th | dose independent | rect. | 20 | 23 |
286 | 218.91 | humidity | 90 | 43200 | > th | dose dependent | sin | 6 | NA |
297 | 218.92 | humidity | 90 | 43200 | > th | dose dependent | rect. | 3 | 8 |
326 | 218.94 | humidity | 90 | 43200 | < th | dose independent | no | NA | NA |
334 | 218.94 | humidity | 90 | 43200 | < th | dose independent | rect. | 5 | 23 |
349 | 218.95 | humidity | 90 | 43200 | < th | dose independent | rect. | 1 | 23 |
379 | 218.97 | humidity | 90 | 43200 | > th | dose independent | sin | 7 | NA |
391 | 218.97 | humidity | 90 | 43200 | > th | dose dependent | rect. | 3 | 23 |
392 | 218.97 | humidity | 90 | 43200 | > th | dose dependent | rect. | 10 | 23 |
432 | 219.00 | humidity | 90 | 43200 | > th | dose independent | rect. | 4 | 3 |
441 | 219.00 | humidity | 90 | 43200 | > th | dose independent | rect. | 11 | 22 |
445 | 219.00 | humidity | 90 | 43200 | > th | dose dependent | no | NA | NA |
468 | 219.01 | humidity | 90 | 43200 | > th | dose dependent | rect. | 5 | 23 |
469 | 219.01 | humidity | 90 | 43200 | > th | dose dependent | rect. | 7 | 23 |
593 | 219.08 | humidity | 70 | 720 | > th | dose independent | rect. | 19 | 1 |
596 | 219.08 | humidity | 90 | 43200 | < th | dose independent | rect. | 11 | 16 |
663 | 219.12 | humidity | 90 | 43200 | < th | dose independent | sin | 6 | NA |
673 | 219.12 | humidity | 90 | 43200 | > th | dose independent | rect. | 2 | 23 |
674 | 219.12 | humidity | 90 | 43200 | > th | dose independent | rect. | 5 | 23 |
675 | 219.12 | humidity | 90 | 43200 | > th | dose independent | rect. | 8 | 23 |
679 | 219.13 | humidity | 90 | 43200 | > th | dose independent | no | NA | NA |
712 | 219.15 | radiation | 1 | 43200 | < th | dose independent | rect. | 16 | 3 |
713 | 219.15 | radiation | 1 | 43200 | < th | dose independent | rect. | 16 | 5 |
736 | 219.16 | radiation | 1 | 43200 | > th | dose independent | rect. | 16 | 3 |
807 | 219.20 | humidity | 90 | 43200 | > th | dose independent | rect. | 1 | 12 |
863 | 219.23 | radiation | 1 | 43200 | < th | dose independent | rect. | 16 | 16 |
905 | 219.25 | radiation | 1 | 43200 | > th | dose independent | rect. | 16 | 17 |