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Os08g0467300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Epsin, N-terminal domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
224.95 | 0.705 | 5.01 | -4.38 | 2.7 | 1.1 | -0.77 | 6.58 | -0.813 | 6.67 | 1.12 | 12877 | -- | -- |
251.02 | 0.744 | 4.8 | -2.99 | 2.96 | 0.928 | -0.41 | -- | -0.569 | 7.83 | 29.16 | 17600 | -- | -- |
226.4 | 0.701 | 5.02 | -4.4 | 2.7 | 1.12 | -- | 6.62 | -0.817 | 6.68 | 1.04 | 12887 | -- | -- |
246 | 0.73 | 4.69 | -3.1 | 2.76 | 0.928 | -- | -- | -0.193 | 6.99 | 56.81 | 21930 | -- | -- |
521.19 | 1.06 | 5.12 | -4.05 | -- | 3.03 | -- | 8.92 | -0.964 | -- | 0.7239 | 12302 | -- | -- |
267.58 | 0.767 | 4.81 | -3.02 | 2.7 | -- | -0.68 | -- | -0.572 | 6.79 | -- | -- | -- | -- |
268.76 | 0.768 | 4.81 | -3.04 | 2.7 | -- | -- | -- | -0.571 | 6.8 | -- | -- | -- | -- |
320.8 | 0.834 | 4.79 | -2.6 | -- | 4.08 | -- | -- | -0.0651 | -- | 4.695 | 3688 | -- | -- |
489.08 | 1.04 | 4.72 | -- | 2.89 | 1.15 | -- | -- | -0.234 | 7.82 | 52.02 | 19058 | -- | -- |
650.2 | 1.19 | 4.87 | -2.98 | -- | -- | -- | -- | -0.518 | -- | -- | -- | -- | -- |
511.55 | 1.06 | 4.73 | -- | 2.66 | -- | -- | -- | -0.233 | 6.86 | -- | -- | -- | -- |
479.07 | 1.02 | 4.83 | -- | -- | 4.45 | -- | -- | -0.000252 | -- | 3.142 | 2280 | -- | -- |
883.69 | 1.39 | 4.79 | -- | -- | -- | -- | -- | -0.188 | -- | -- | -- | -- | -- |
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 | 218.27 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 21 | 6 |
2 | 218.30 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 8 |
5 | 218.66 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 10 |
6 | 218.80 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 22 | 4 |
7 | 218.81 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 6 |
10 | 219.04 | humidity | 90.0 | 14400 | < th | dose independent | rect. | 20 | 10 |
47 | 220.58 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 24 | 5 |
64 | 221.21 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 5 | 2 |
65 | 221.22 | radiation | 10.0 | 270 | < th | dose independent | rect. | 3 | 17 |
71 | 221.40 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 5 | 2 |
72 | 221.58 | humidity | 90.0 | 14400 | < th | dose independent | sin | 11 | NA |
73 | 221.58 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 3 | 17 |
79 | 221.69 | humidity | 90.0 | 14400 | > th | dose independent | sin | 10 | NA |
92 | 221.98 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 22 | 4 |
99 | 222.07 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 20 | 2 |
100 | 222.07 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 15 | 8 |
138 | 222.25 | radiation | 20.0 | 270 | < th | dose independent | rect. | 1 | 21 |
144 | 222.28 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 24 | 1 |
169 | 222.40 | temperature | 25.0 | 43200 | < th | dose dependent | sin | 19 | NA |
177 | 222.43 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 2 |
183 | 222.46 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 5 | 2 |
187 | 222.46 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 5 | 2 |
200 | 222.52 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 14 | 1 |
225 | 222.61 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 18 | 11 |
230 | 222.63 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 2 |
285 | 222.84 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 14 | 1 |
315 | 222.96 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 4 | 4 |
317 | 222.96 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 4 | 4 |
396 | 223.18 | temperature | 25.0 | 43200 | < th | dose dependent | no | NA | NA |
412 | 223.21 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 12 | 23 |
416 | 223.22 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 7 | 4 |
421 | 223.22 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 19 | 23 |
423 | 223.23 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
514 | 223.39 | radiation | 30.0 | 270 | < th | dose dependent | rect. | 1 | 21 |
538 | 223.44 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
610 | 223.62 | wind | 1.0 | 43200 | > th | dose independent | rect. | 10 | 12 |
612 | 223.62 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 11 | 4 |
644 | 223.70 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 11 | 1 |
645 | 223.70 | humidity | 90.0 | 14400 | > th | dose dependent | rect. | 5 | 2 |
711 | 223.84 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 22 | 1 |
804 | 223.99 | humidity | 50.0 | 43200 | > th | dose dependent | rect. | 19 | 5 |