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Os08g0282200 |
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 = wind,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.45 | 0.272 | 2.79 | 0.0153 | 0.0169 | -0.00111 | -0.0597 | 1.17 | 0.0828 | 2.23 | 1.2 | 12 | -- | -- |
33.83 | 0.273 | 2.79 | -0.00622 | 0.00657 | 0.175 | -0.0372 | -- | 0.082 | 19.9 | 1.2 | 12 | -- | -- |
33.46 | 0.269 | 2.79 | 0.0197 | 0.0182 | -0.00896 | -- | 1.18 | 0.0817 | 3.22 | 1.2 | 12 | -- | -- |
33.83 | 0.273 | 2.79 | -0.00516 | 0.00771 | 0.171 | -- | -- | 0.0818 | 22.5 | 1.2 | 12 | -- | -- |
33.48 | 0.27 | 2.79 | 0.0186 | -- | -0.000101 | -- | 1.18 | 0.0854 | -- | 1.2 | 12 | -- | -- |
34.14 | 0.274 | 2.79 | 0.00813 | 0.0269 | -- | 0.046 | -- | 0.0785 | 2.98 | -- | -- | -- | -- |
34.15 | 0.274 | 2.79 | 0.00712 | 0.027 | -- | -- | -- | 0.0782 | 2.67 | -- | -- | -- | -- |
33.84 | 0.272 | 2.79 | -0.00514 | -- | 0.173 | -- | -- | 0.0818 | -- | 1.2 | 12 | -- | -- |
33.83 | 0.272 | 2.79 | -- | 0.0077 | 0.17 | -- | -- | 0.0823 | 22.5 | 1.2 | 12 | -- | -- |
34.19 | 0.273 | 2.79 | 0.00827 | -- | -- | -- | -- | 0.0789 | -- | -- | -- | -- | -- |
34.15 | 0.273 | 2.79 | -- | 0.0271 | -- | -- | -- | 0.0774 | 2.67 | -- | -- | -- | -- |
33.84 | 0.272 | 2.79 | -- | -- | 0.172 | -- | -- | 0.0824 | -- | 1.2 | 12 | -- | -- |
34.19 | 0.273 | 2.79 | -- | -- | -- | -- | -- | 0.078 | -- | -- | -- | -- | -- |
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 | 28.65 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 1 |
3 | 28.65 | wind | 1.0 | 10 | < th | dose dependent | rect. | 22 | 1 |
5 | 31.24 | radiation | 1.0 | 90 | < th | dose independent | rect. | 14 | 1 |
6 | 31.24 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 14 | 1 |
7 | 31.25 | temperature | 20.0 | 90 | < th | dose independent | rect. | 14 | 2 |
8 | 31.25 | temperature | 20.0 | 30 | < th | dose dependent | rect. | 14 | 2 |
30 | 31.27 | temperature | 20.0 | 90 | < th | dose dependent | rect. | 12 | 4 |
31 | 31.27 | temperature | 20.0 | 10 | < th | dose dependent | rect. | 12 | 5 |
59 | 31.54 | temperature | 20.0 | 90 | < th | dose independent | rect. | 12 | 4 |
90 | 32.26 | atmosphere | 1005.0 | 30 | > th | dose dependent | rect. | 15 | 1 |
108 | 32.48 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 15 | 1 |
123 | 32.54 | humidity | 80.0 | 30 | < th | dose independent | rect. | 1 | 1 |
133 | 32.54 | humidity | 80.0 | 30 | < th | dose dependent | rect. | 1 | 1 |
153 | 32.61 | humidity | 70.0 | 90 | > th | dose independent | rect. | 14 | 1 |
164 | 32.63 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 16 | 1 |
174 | 32.64 | humidity | 80.0 | 10 | > th | dose dependent | rect. | 14 | 2 |
183 | 32.65 | humidity | 80.0 | 10 | > th | dose independent | rect. | 14 | 2 |
245 | 32.74 | temperature | 20.0 | 270 | < th | dose independent | rect. | 12 | 1 |
272 | 32.77 | radiation | 1.0 | 270 | < th | dose independent | rect. | 12 | 3 |
328 | 32.88 | radiation | 1.0 | 10 | < th | dose independent | rect. | 16 | 1 |
365 | 32.92 | wind | 1.0 | 30 | > th | dose independent | rect. | 24 | 16 |
382 | 32.96 | temperature | 25.0 | 30 | > th | dose independent | rect. | 21 | 1 |
384 | 32.96 | wind | 3.0 | 10 | < th | dose dependent | rect. | 20 | 2 |
412 | 33.00 | wind | 3.0 | 30 | > th | dose independent | rect. | 15 | 1 |
414 | 33.00 | wind | 1.0 | 10 | > th | dose independent | rect. | 15 | 14 |
436 | 33.03 | radiation | 20.0 | 30 | < th | dose dependent | rect. | 14 | 2 |
496 | 33.11 | wind | 5.0 | 10 | < th | dose independent | rect. | 16 | 1 |
535 | 33.14 | wind | 1.0 | 10 | > th | dose independent | rect. | 12 | 17 |
547 | 33.15 | humidity | 60.0 | 30 | > th | dose dependent | rect. | 12 | 4 |
623 | 33.21 | radiation | 20.0 | 30 | < th | dose independent | rect. | 15 | 1 |
667 | 33.23 | humidity | 70.0 | 90 | > th | dose independent | rect. | 14 | 15 |
679 | 33.24 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 17 | 8 |
683 | 33.24 | radiation | 30.0 | 1440 | < th | dose independent | rect. | 17 | 8 |
690 | 33.24 | temperature | 10.0 | 1440 | > th | dose independent | rect. | 1 | 16 |
705 | 33.25 | wind | 9.0 | 30 | < th | dose independent | rect. | 24 | 16 |
724 | 33.26 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 16 | 8 |
726 | 33.26 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 24 | 16 |
728 | 33.26 | atmosphere | 1005.0 | 10 | > th | dose dependent | rect. | 1 | 1 |
733 | 33.26 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 16 | 8 |
735 | 33.26 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 24 | 16 |
740 | 33.27 | wind | 9.0 | 30 | < th | dose independent | rect. | 16 | 8 |
741 | 33.27 | temperature | 10.0 | 30 | > th | dose independent | rect. | 16 | 8 |
742 | 33.27 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 16 | 8 |
744 | 33.27 | radiation | 20.0 | 30 | < th | dose independent | rect. | 16 | 8 |
748 | 33.27 | temperature | 10.0 | 30 | > th | dose independent | rect. | 24 | 16 |
750 | 33.27 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 24 | 16 |
752 | 33.27 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 24 | 16 |
765 | 33.28 | humidity | 90.0 | 1440 | > th | dose independent | rect. | 10 | 1 |
770 | 33.28 | humidity | 50.0 | 30 | > th | dose independent | rect. | 16 | 8 |
772 | 33.28 | humidity | 90.0 | 1440 | > th | dose dependent | rect. | 10 | 1 |
788 | 33.29 | humidity | 50.0 | 30 | > th | dose independent | rect. | 24 | 16 |
795 | 33.29 | radiation | 1.0 | 30 | < th | dose dependent | rect. | 24 | 17 |
801 | 33.30 | temperature | 30.0 | 30 | < th | dose independent | rect. | 16 | 8 |
804 | 33.30 | temperature | 30.0 | 90 | < th | dose independent | rect. | 24 | 16 |
805 | 33.30 | radiation | 1.0 | 30 | < th | dose independent | rect. | 24 | 17 |
810 | 33.31 | precipitation | 0.1 | 1440 | > th | dose independent | rect. | 8 | 1 |
821 | 33.31 | precipitation | 0.1 | 1440 | > th | dose dependent | rect. | 8 | 1 |
878 | 33.33 | radiation | 1.0 | 30 | > th | dose independent | rect. | 16 | 23 |
879 | 33.33 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 12 | 1 |
899 | 33.34 | wind | 1.0 | 30 | < th | dose dependent | rect. | 23 | 4 |
942 | 33.37 | humidity | 90.0 | 30 | < th | dose independent | rect. | 15 | 1 |
945 | 33.37 | wind | 3.0 | 30 | > th | dose independent | rect. | 12 | 4 |
946 | 33.37 | wind | 1.0 | 30 | < th | dose independent | rect. | 23 | 4 |
947 | 33.37 | atmosphere | 1005.0 | 30 | > th | dose independent | rect. | 12 | 4 |
951 | 33.37 | wind | 1.0 | 10 | < th | dose independent | rect. | 22 | 7 |
952 | 33.37 | wind | 1.0 | 10 | > th | dose independent | rect. | 16 | 8 |
959 | 33.37 | wind | 1.0 | 10 | > th | dose independent | rect. | 12 | 21 |
962 | 33.37 | radiation | 40.0 | 30 | < th | dose dependent | rect. | 16 | 8 |
966 | 33.37 | wind | 1.0 | 30 | < th | dose dependent | rect. | 11 | 16 |
967 | 33.37 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 24 | 16 |
980 | 33.38 | humidity | 70.0 | 270 | > th | dose independent | rect. | 12 | 16 |
984 | 33.38 | wind | 3.0 | 30 | < th | dose dependent | rect. | 24 | 1 |
987 | 33.38 | atmosphere | 1005.0 | 270 | > th | dose dependent | rect. | 12 | 4 |
993 | 33.38 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 16 | 8 |
997 | 33.38 | wind | 1.0 | 30 | < th | dose dependent | rect. | 6 | 21 |
998 | 33.39 | wind | 1.0 | 10 | > th | dose independent | sin | 14 | NA |
999 | 33.39 | wind | 3.0 | 10 | < th | dose independent | rect. | 1 | 1 |