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Os06g0170500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to RNA-binding protein-like.
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
28.13 | 0.249 | 12.6 | 0.748 | 0.925 | 1.29 | 0.468 | 0.315 | -9.66 | 19.3 | 1.431 | 726 | -- | -- |
28.15 | 0.247 | 12.6 | 0.755 | 0.927 | 1.3 | 0.281 | -- | -9.66 | 19.4 | 1.51 | 735 | -- | -- |
27.9 | 0.246 | 12.6 | 0.776 | 0.902 | 1.24 | -- | -0.32 | -9.65 | 20.5 | 1.968 | 846 | -- | -- |
28.06 | 0.247 | 12.6 | 0.751 | 0.902 | 1.25 | -- | -- | -9.66 | 20.4 | 1.858 | 841 | -- | -- |
30.12 | 0.256 | 12.6 | 0.741 | -- | 0.918 | -- | 0.305 | -9.56 | -- | 2.403 | 1681 | -- | -- |
31.05 | 0.261 | 12.6 | 0.657 | 0.417 | -- | 0.205 | -- | -9.71 | 1.49 | -- | -- | -- | -- |
31.22 | 0.262 | 12.6 | 0.65 | 0.417 | -- | -- | -- | -9.71 | 1.52 | -- | -- | -- | -- |
29.32 | 0.252 | 12.5 | 0.765 | -- | 0.836 | -- | -- | -9.62 | -- | 2.278 | 1704 | -- | -- |
40.73 | 0.297 | 12.6 | -- | 0.595 | 0.502 | -- | -- | -9.73 | 23.8 | 9.907 | 1077 | -- | -- |
41.86 | 0.302 | 12.6 | 0.666 | -- | -- | -- | -- | -9.7 | -- | -- | -- | -- | -- |
42.34 | 0.304 | 12.6 | -- | 0.428 | -- | -- | -- | -9.78 | 1.57 | -- | -- | -- | -- |
43.59 | 0.307 | 12.6 | -- | -- | 0.68 | -- | -- | -9.67 | -- | 9.392 | 1740 | -- | -- |
53.57 | 0.342 | 12.6 | -- | -- | -- | -- | -- | -9.78 | -- | -- | -- | -- | -- |
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 | 26.90 | humidity | 80 | 1440 | > th | dose independent | rect. | 11 | 3 |
3 | 27.01 | humidity | 80 | 1440 | < th | dose independent | rect. | 11 | 3 |
4 | 27.01 | humidity | 80 | 1440 | < th | dose independent | rect. | 8 | 8 |
6 | 27.04 | humidity | 80 | 1440 | > th | dose independent | rect. | 8 | 9 |
7 | 27.06 | humidity | 80 | 1440 | > th | dose independent | rect. | 9 | 7 |
23 | 27.14 | radiation | 10 | 1440 | < th | dose dependent | rect. | 13 | 4 |
25 | 27.15 | humidity | 70 | 1440 | > th | dose dependent | rect. | 11 | 3 |
26 | 27.15 | radiation | 10 | 1440 | < th | dose dependent | rect. | 10 | 7 |
75 | 27.27 | humidity | 80 | 1440 | < th | dose independent | sin | 1 | NA |
99 | 27.33 | humidity | 80 | 1440 | > th | dose independent | sin | 1 | NA |
101 | 27.33 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 1 |
128 | 27.37 | humidity | 80 | 1440 | > th | dose independent | rect. | 13 | 1 |
248 | 27.58 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 5 |
257 | 27.59 | radiation | 10 | 1440 | < th | dose dependent | sin | 18 | NA |
272 | 27.62 | radiation | 10 | 1440 | < th | dose dependent | rect. | 13 | 1 |
282 | 27.65 | radiation | 10 | 1440 | > th | dose independent | rect. | 11 | 3 |
297 | 27.67 | radiation | 10 | 1440 | > th | dose independent | rect. | 10 | 20 |
415 | 27.83 | radiation | 1 | 720 | > th | dose independent | rect. | 15 | 15 |
427 | 27.84 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 8 |
436 | 27.84 | radiation | 1 | 1440 | < th | dose independent | rect. | 11 | 16 |
489 | 27.86 | radiation | 10 | 1440 | > th | dose independent | sin | 19 | NA |
558 | 27.89 | humidity | 80 | 1440 | > th | dose independent | rect. | 15 | 1 |
578 | 27.89 | humidity | 70 | 30 | > th | dose dependent | rect. | 3 | 23 |
651 | 27.96 | radiation | 1 | 1440 | < th | dose independent | sin | 18 | NA |
671 | 27.96 | humidity | 80 | 1440 | > th | dose dependent | rect. | 15 | 1 |
741 | 28.00 | radiation | 1 | 720 | > th | dose independent | sin | 14 | NA |
743 | 28.00 | radiation | 1 | 1440 | < th | dose independent | rect. | 10 | 1 |
750 | 28.00 | radiation | 1 | 1440 | < th | dose dependent | rect. | 10 | 1 |
809 | 28.03 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 1 |
810 | 28.03 | humidity | 90 | 1440 | < th | dose dependent | rect. | 11 | 3 |
819 | 28.04 | humidity | 90 | 720 | > th | dose dependent | rect. | 20 | 3 |
832 | 28.05 | humidity | 90 | 1440 | < th | dose dependent | rect. | 10 | 5 |
866 | 28.06 | radiation | 1 | 720 | < th | dose dependent | rect. | 3 | 23 |
872 | 28.07 | radiation | 1 | 720 | < th | dose independent | rect. | 3 | 16 |
908 | 28.08 | radiation | 1 | 720 | < th | dose dependent | rect. | 3 | 16 |
924 | 28.09 | humidity | 70 | 1440 | > th | dose dependent | sin | 22 | NA |
938 | 28.09 | radiation | 1 | 720 | < th | dose dependent | rect. | 7 | 23 |
992 | 28.11 | radiation | 1 | 720 | < th | dose dependent | rect. | 1 | 23 |