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Os09g0526800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : NC 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 = temperature,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37.49 | 0.288 | 10 | -0.762 | 0.362 | -1.48 | -0.449 | -0.559 | 0.0396 | 23 | 23.41 | 3740 | -- | -- |
37.71 | 0.286 | 10 | -0.796 | 0.337 | -1.3 | -0.466 | -- | 0.0326 | 22.9 | 26.44 | 3830 | -- | -- |
38.29 | 0.288 | 10 | -0.751 | 0.37 | -1.49 | -- | -0.597 | 0.042 | 23.2 | 23.32 | 3820 | -- | -- |
38.41 | 0.289 | 10 | -0.804 | 0.359 | -1.34 | -- | -- | 0.0193 | 23.3 | 24.15 | 3732 | -- | -- |
45.46 | 0.314 | 10 | -0.824 | -- | -1.34 | -- | 0.258 | 0.0301 | -- | 27.88 | 3769 | -- | -- |
65.72 | 0.38 | 9.96 | -0.177 | 0.428 | -- | -0.413 | -- | 0.36 | 23.4 | -- | -- | -- | -- |
66.43 | 0.382 | 9.96 | -0.161 | 0.43 | -- | -- | -- | 0.362 | 23.6 | -- | -- | -- | -- |
45.51 | 0.314 | 10 | -0.786 | -- | -1.37 | -- | -- | 0.0321 | -- | 27.49 | 3770 | -- | -- |
48.86 | 0.326 | 10 | -- | 0.345 | -0.881 | -- | -- | 0.19 | 23 | 27.71 | 2577 | -- | -- |
78.03 | 0.413 | 9.95 | -0.149 | -- | -- | -- | -- | 0.366 | -- | -- | -- | -- | -- |
67.12 | 0.383 | 9.96 | -- | 0.428 | -- | -- | -- | 0.379 | 23.5 | -- | -- | -- | -- |
55.31 | 0.346 | 9.99 | -- | -- | -0.975 | -- | -- | 0.18 | -- | 28.7 | 2376 | -- | -- |
78.62 | 0.414 | 9.95 | -- | -- | -- | -- | -- | 0.383 | -- | -- | -- | -- | -- |
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 | 32.17 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 4 |
5 | 32.21 | radiation | 40.0 | 43200 | < th | dose dependent | rect. | 18 | 8 |
45 | 32.88 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 2 | 6 |
46 | 32.88 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 2 | 6 |
47 | 32.89 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 2 | 6 |
48 | 32.91 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 2 | 6 |
49 | 32.93 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 16 | 8 |
51 | 32.93 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 15 | 9 |
62 | 33.03 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 18 | 12 |
85 | 33.15 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 18 | 3 |
113 | 33.30 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 23 |
119 | 33.34 | radiation | 1.0 | 43200 | > th | dose independent | rect. | 18 | 12 |
121 | 33.36 | atmosphere | 1015.0 | 43200 | < th | dose independent | sin | 16 | NA |
122 | 33.37 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 17 | 2 |
140 | 33.40 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 13 |
153 | 33.42 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 13 |
170 | 33.44 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 16 | 3 |
174 | 33.45 | atmosphere | 1015.0 | 43200 | > th | dose independent | sin | 16 | NA |
175 | 33.45 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 22 | 2 |
190 | 33.47 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 22 | 2 |
198 | 33.48 | atmosphere | 1010.0 | 43200 | > th | dose dependent | rect. | 16 | 1 |
224 | 33.52 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 18 |
256 | 33.58 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 8 |
279 | 33.59 | humidity | 60.0 | 43200 | < th | dose independent | rect. | 8 | 1 |
284 | 33.59 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 8 |
297 | 33.59 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 21 | 15 |
341 | 33.64 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 18 | 15 |
345 | 33.64 | humidity | 80.0 | 14400 | > th | dose dependent | rect. | 5 | 2 |
346 | 33.65 | humidity | 60.0 | 43200 | > th | dose independent | rect. | 8 | 1 |
350 | 33.66 | radiation | 1.0 | 14400 | > th | dose independent | sin | 6 | NA |
359 | 33.66 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 15 | 1 |
362 | 33.67 | radiation | 1.0 | 14400 | < th | dose independent | sin | 6 | NA |
398 | 33.70 | humidity | 90.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
413 | 33.70 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 15 | 3 |
495 | 33.76 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 23 | 1 |
530 | 33.80 | humidity | 80.0 | 43200 | < th | dose dependent | rect. | 17 | 1 |
533 | 33.81 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 4 | 5 |
557 | 33.82 | radiation | 1.0 | 14400 | < th | dose independent | rect. | 4 | 5 |
669 | 33.89 | atmosphere | 1010.0 | 43200 | > th | dose dependent | rect. | 19 | 1 |
689 | 33.91 | atmosphere | 1015.0 | 43200 | < th | dose independent | no | NA | NA |
709 | 33.92 | humidity | 90.0 | 43200 | < th | dose dependent | rect. | 17 | 5 |
734 | 33.93 | atmosphere | 1015.0 | 43200 | < th | dose independent | rect. | 16 | 23 |
797 | 33.98 | radiation | 1.0 | 14400 | > th | dose independent | rect. | 15 | 21 |
847 | 34.01 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 15 | 7 |
918 | 34.04 | atmosphere | 1010.0 | 43200 | > th | dose dependent | sin | 22 | NA |
920 | 34.04 | atmosphere | 1015.0 | 43200 | > th | dose dependent | rect. | 21 | 3 |
940 | 34.06 | atmosphere | 1015.0 | 43200 | > th | dose independent | no | NA | NA |
968 | 34.08 | humidity | 70.0 | 43200 | < th | dose independent | rect. | 16 | 5 |
990 | 34.09 | atmosphere | 1015.0 | 43200 | > th | dose independent | rect. | 15 | 23 |