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Os02g0592200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
92.73 | 0.452 | 9.2 | 0.555 | 0.751 | -1.07 | 0.461 | 4.29 | 0.0423 | 17.6 | 19 | 3785 | -- | -- |
109.69 | 0.488 | 9.3 | -0.0305 | 0.697 | -1.28 | 0.946 | -- | 0.0241 | 18.1 | 13.76 | 19713 | -- | -- |
93.08 | 0.449 | 9.2 | 0.573 | 0.756 | -1.06 | -- | 4.38 | 0.049 | 17.3 | 19.33 | 3777 | -- | -- |
107.73 | 0.483 | 9.31 | 0.00827 | 0.755 | -1.29 | -- | -- | -0.0136 | 17.1 | 11.67 | 21551 | -- | -- |
122.29 | 0.515 | 9.18 | 0.605 | -- | -1.11 | -- | 4.43 | 0.0497 | -- | 19.6 | 3930 | -- | -- |
131.41 | 0.537 | 9.41 | -1.05 | 0.775 | -- | 0.0617 | -- | -0.488 | 16.9 | -- | -- | -- | -- |
131.42 | 0.537 | 9.41 | -1.05 | 0.775 | -- | -- | -- | -0.488 | 16.9 | -- | -- | -- | -- |
137.43 | 0.546 | 9.3 | 0.00896 | -- | -1.33 | -- | -- | -0.00883 | -- | 12.16 | 21435 | -- | -- |
107.69 | 0.483 | 9.31 | -- | 0.765 | -1.29 | -- | -- | -0.00895 | 17.1 | 11.67 | 21014 | -- | -- |
163.05 | 0.597 | 9.41 | -1.08 | -- | -- | -- | -- | -0.508 | -- | -- | -- | -- | -- |
160.48 | 0.593 | 9.39 | -- | 0.794 | -- | -- | -- | -0.371 | 16.9 | -- | -- | -- | -- |
137.39 | 0.546 | 9.29 | -- | -- | -1.33 | -- | -- | -0.0153 | -- | 10.3 | 21424 | -- | -- |
193.74 | 0.65 | 9.38 | -- | -- | -- | -- | -- | -0.388 | -- | -- | -- | -- | -- |
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 | 83.45 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
2 | 84.13 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
3 | 84.14 | temperature | 20 | 270 | > th | dose dependent | sin | 9 | NA |
8 | 86.96 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 9 |
9 | 86.98 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 2 |
10 | 87.00 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 9 |
11 | 87.01 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 2 |
13 | 87.12 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 4 |
16 | 87.46 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 4 |
51 | 88.61 | temperature | 20 | 270 | > th | dose dependent | rect. | 21 | 13 |
108 | 89.97 | temperature | 20 | 720 | > th | dose independent | rect. | 17 | 14 |
111 | 90.07 | temperature | 20 | 720 | > th | dose independent | sin | 12 | NA |
140 | 90.54 | humidity | 90 | 43200 | > th | dose dependent | rect. | 13 | 1 |
149 | 90.72 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 19 | 1 |
154 | 90.80 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 20 | 1 |
169 | 90.99 | temperature | 30 | 270 | < th | dose dependent | sin | 8 | NA |
189 | 91.27 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 16 | 6 |
198 | 91.35 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 18 | 2 |
203 | 91.39 | temperature | 25 | 720 | < th | dose dependent | rect. | 19 | 12 |
219 | 91.51 | temperature | 15 | 43200 | < th | dose dependent | rect. | 1 | 1 |
253 | 91.73 | temperature | 25 | 720 | < th | dose dependent | rect. | 21 | 8 |
271 | 91.90 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 8 |
279 | 91.94 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
280 | 91.94 | temperature | 15 | 1440 | > th | dose dependent | rect. | 4 | 1 |
291 | 91.98 | temperature | 25 | 720 | < th | dose dependent | sin | 11 | NA |
303 | 92.04 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 15 | 6 |
304 | 92.04 | temperature | 30 | 1440 | < th | dose dependent | rect. | 4 | 1 |
354 | 92.22 | humidity | 90 | 14400 | > th | dose dependent | rect. | 4 | 3 |
365 | 92.26 | radiation | 40 | 14400 | < th | dose independent | rect. | 20 | 12 |
368 | 92.27 | temperature | 20 | 1440 | < th | dose independent | sin | 10 | NA |
381 | 92.33 | radiation | 40 | 14400 | < th | dose independent | rect. | 22 | 10 |
388 | 92.36 | radiation | 10 | 720 | < th | dose independent | sin | 13 | NA |
414 | 92.45 | radiation | 30 | 4320 | < th | dose independent | rect. | 15 | 17 |
418 | 92.46 | atmosphere | 1015 | 43200 | > th | dose dependent | rect. | 13 | 4 |
438 | 92.50 | temperature | 15 | 43200 | < th | dose dependent | sin | 9 | NA |
465 | 92.56 | radiation | 40 | 14400 | < th | dose independent | rect. | 1 | 7 |
476 | 92.58 | temperature | 15 | 43200 | < th | dose dependent | rect. | 5 | 1 |
542 | 92.74 | radiation | 40 | 14400 | < th | dose independent | rect. | 7 | 1 |
550 | 92.75 | radiation | 40 | 14400 | < th | dose independent | rect. | 5 | 3 |
657 | 92.96 | temperature | 30 | 270 | < th | dose dependent | rect. | 22 | 12 |
763 | 93.15 | temperature | 15 | 43200 | > th | dose independent | rect. | 24 | 1 |
876 | 93.31 | radiation | 30 | 14400 | > th | dose dependent | rect. | 7 | 1 |
905 | 93.35 | temperature | 15 | 43200 | < th | dose dependent | no | NA | NA |
924 | 93.41 | temperature | 15 | 43200 | < th | dose independent | rect. | 24 | 1 |
927 | 93.41 | humidity | 80 | 43200 | > th | dose dependent | rect. | 10 | 5 |
972 | 93.53 | temperature | 15 | 43200 | < th | dose dependent | rect. | 1 | 23 |
981 | 93.56 | radiation | 10 | 720 | < th | dose independent | rect. | 14 | 18 |
987 | 93.58 | radiation | 10 | 720 | < th | dose independent | rect. | 15 | 16 |