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Os02g0792800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Rieske iron-sulfur protein Tic55 precursor.
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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 = humidity,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
30.5 | 0.259 | 13.6 | 0.789 | 0.676 | -0.561 | -0.37 | -0.727 | 0.0999 | 1.73 | 78.75 | 1347 | -- | -- |
30.74 | 0.258 | 13.6 | 0.86 | 0.674 | -0.597 | -0.387 | -- | 0.113 | 1.72 | 77.9 | 1344 | -- | -- |
31 | 0.259 | 13.6 | 0.79 | 0.694 | -0.551 | -- | -0.862 | 0.0998 | 1.64 | 78.94 | 1303 | -- | -- |
31.34 | 0.261 | 13.6 | 0.874 | 0.668 | -0.615 | -- | -- | 0.117 | 1.69 | 77.83 | 1359 | -- | -- |
46.88 | 0.321 | 13.6 | 0.887 | -- | -0.351 | -- | 0.0124 | 0.0877 | -- | 78.94 | 1303 | -- | -- |
35.46 | 0.279 | 13.6 | 0.816 | 0.63 | -- | -0.465 | -- | 0.0839 | 1.65 | -- | -- | -- | -- |
36.31 | 0.282 | 13.6 | 0.831 | 0.629 | -- | -- | -- | 0.0868 | 1.57 | -- | -- | -- | -- |
46.83 | 0.32 | 13.6 | 0.891 | -- | -0.352 | -- | -- | 0.0921 | -- | 77.83 | 1359 | -- | -- |
41 | 0.298 | 13.6 | -- | 0.64 | -1.01 | -- | -- | 0.0664 | 1.61 | 72.78 | 47520 | -- | -- |
60.55 | 0.364 | 13.6 | 0.856 | -- | -- | -- | -- | 0.101 | -- | -- | -- | -- | -- |
54.51 | 0.345 | 13.6 | -- | 0.644 | -- | -- | -- | -0.00576 | 1.61 | -- | -- | -- | -- |
66.04 | 0.378 | 13.6 | -- | -- | -1.02 | -- | -- | 0.0785 | -- | 72.1 | 47520 | -- | -- |
79.89 | 0.417 | 13.6 | -- | -- | -- | -- | -- | 0.00553 | -- | -- | -- | -- | -- |
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 | 28.53 | radiation | 10 | 1440 | > th | dose independent | rect. | 17 | 13 |
2 | 28.64 | radiation | 10 | 1440 | > th | dose independent | rect. | 17 | 1 |
14 | 28.90 | radiation | 10 | 1440 | > th | dose independent | rect. | 15 | 3 |
40 | 29.04 | humidity | 80 | 1440 | < th | dose dependent | rect. | 17 | 15 |
43 | 29.10 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 3 |
44 | 29.10 | humidity | 80 | 1440 | < th | dose dependent | rect. | 18 | 10 |
52 | 29.13 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 11 |
54 | 29.14 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 7 |
61 | 29.15 | radiation | 10 | 1440 | < th | dose independent | rect. | 15 | 5 |
66 | 29.19 | radiation | 10 | 1440 | > th | dose independent | sin | 14 | NA |
86 | 29.24 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 2 |
91 | 29.26 | radiation | 10 | 1440 | > th | dose dependent | rect. | 17 | 13 |
95 | 29.29 | radiation | 10 | 1440 | < th | dose independent | rect. | 17 | 1 |
96 | 29.29 | humidity | 80 | 1440 | < th | dose dependent | sin | 12 | NA |
99 | 29.31 | radiation | 10 | 1440 | > th | dose dependent | rect. | 17 | 1 |
127 | 29.44 | temperature | 30 | 720 | < th | dose independent | rect. | 17 | 10 |
136 | 29.46 | radiation | 10 | 1440 | < th | dose independent | rect. | 17 | 9 |
139 | 29.46 | radiation | 40 | 1440 | > th | dose independent | rect. | 14 | 19 |
171 | 29.51 | radiation | 40 | 1440 | > th | dose independent | rect. | 14 | 2 |
194 | 29.53 | radiation | 20 | 1440 | < th | dose dependent | rect. | 17 | 9 |
195 | 29.53 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 11 |
198 | 29.54 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 8 |
202 | 29.54 | radiation | 20 | 1440 | < th | dose dependent | rect. | 17 | 11 |
207 | 29.54 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 15 |
210 | 29.55 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 6 |
219 | 29.56 | radiation | 20 | 1440 | < th | dose dependent | rect. | 15 | 4 |
223 | 29.57 | radiation | 1 | 1440 | > th | dose dependent | rect. | 14 | 4 |
226 | 29.57 | radiation | 20 | 1440 | < th | dose dependent | rect. | 17 | 6 |
250 | 29.59 | humidity | 80 | 1440 | < th | dose dependent | rect. | 18 | 1 |
251 | 29.59 | radiation | 20 | 1440 | < th | dose dependent | rect. | 17 | 1 |
257 | 29.60 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 19 |
261 | 29.60 | radiation | 40 | 1440 | < th | dose dependent | rect. | 14 | 12 |
263 | 29.60 | radiation | 40 | 1440 | < th | dose dependent | rect. | 14 | 14 |
264 | 29.61 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 12 |
269 | 29.61 | radiation | 40 | 1440 | < th | dose dependent | rect. | 14 | 8 |
276 | 29.62 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 9 |
278 | 29.62 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 14 |
281 | 29.62 | radiation | 40 | 1440 | < th | dose dependent | rect. | 14 | 5 |
287 | 29.63 | radiation | 40 | 1440 | < th | dose independent | rect. | 14 | 1 |
381 | 29.68 | radiation | 20 | 1440 | < th | dose dependent | sin | 14 | NA |
421 | 29.71 | wind | 1 | 43200 | > th | dose dependent | rect. | 24 | 4 |
437 | 29.74 | radiation | 10 | 1440 | < th | dose independent | sin | 15 | NA |
440 | 29.74 | wind | 9 | 43200 | < th | dose dependent | rect. | 24 | 4 |
443 | 29.75 | humidity | 80 | 720 | < th | dose independent | rect. | 19 | 2 |
472 | 29.77 | humidity | 70 | 1440 | > th | dose independent | sin | 14 | NA |
495 | 29.79 | humidity | 80 | 720 | > th | dose independent | rect. | 19 | 2 |
497 | 29.79 | humidity | 50 | 720 | > th | dose dependent | rect. | 17 | 4 |
504 | 29.80 | humidity | 70 | 1440 | > th | dose independent | rect. | 14 | 12 |
505 | 29.80 | humidity | 70 | 1440 | > th | dose independent | rect. | 14 | 14 |
533 | 29.81 | humidity | 70 | 1440 | > th | dose independent | rect. | 14 | 6 |
610 | 29.84 | radiation | 1 | 1440 | > th | dose dependent | sin | 14 | NA |
633 | 29.86 | humidity | 70 | 1440 | < th | dose independent | rect. | 12 | 8 |
645 | 29.86 | humidity | 60 | 720 | > th | dose dependent | rect. | 18 | 1 |
703 | 29.92 | humidity | 70 | 1440 | < th | dose independent | sin | 15 | NA |
757 | 29.96 | temperature | 25 | 14400 | > th | dose dependent | rect. | 23 | 1 |
790 | 30.02 | temperature | 30 | 14400 | > th | dose independent | rect. | 17 | 1 |
845 | 30.07 | humidity | 70 | 720 | > th | dose independent | rect. | 17 | 3 |
893 | 30.10 | temperature | 30 | 14400 | < th | dose independent | rect. | 17 | 1 |