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Os03g0776400 |
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 independent, 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
154.86 | 0.585 | 7.32 | 2.69 | 0.204 | -2.55 | 0.227 | -0.156 | 0.648 | 3.55 | 19.7 | 5696 | -- | -- |
154.52 | 0.579 | 7.33 | 2.65 | 0.225 | -2.56 | 0.162 | -- | 0.65 | 3.64 | 19.6 | 5818 | -- | -- |
154.4 | 0.579 | 7.32 | 2.67 | 0.243 | -2.61 | -- | -0.195 | 0.654 | 3.78 | 19.6 | 5940 | -- | -- |
154.48 | 0.579 | 7.33 | 2.64 | 0.243 | -2.57 | -- | -- | 0.644 | 3.91 | 19.59 | 5940 | -- | -- |
157.04 | 0.584 | 7.31 | 2.7 | -- | -2.66 | -- | -0.41 | 0.659 | -- | 19.55 | 5694 | -- | -- |
261.55 | 0.758 | 7.17 | 4.39 | 0.262 | -- | 0.168 | -- | 1.35 | 3.62 | -- | -- | -- | -- |
261.59 | 0.757 | 7.17 | 4.38 | 0.266 | -- | -- | -- | 1.35 | 4 | -- | -- | -- | -- |
157.23 | 0.584 | 7.33 | 2.66 | -- | -2.55 | -- | -- | 0.65 | -- | 19.56 | 5694 | -- | -- |
169.51 | 0.606 | 7.48 | -- | 0.216 | -4.13 | -- | -- | -0.00696 | 4.47 | 17.6 | 47520 | -- | -- |
265.47 | 0.761 | 7.17 | 4.4 | -- | -- | -- | -- | 1.36 | -- | -- | -- | -- | -- |
768.27 | 1.3 | 7.28 | -- | 0.352 | -- | -- | -- | 0.86 | 3.82 | -- | -- | -- | -- |
172.16 | 0.611 | 7.48 | -- | -- | -4.09 | -- | -- | -0.0257 | -- | 17.81 | 47520 | -- | -- |
775.09 | 1.3 | 7.28 | -- | -- | -- | -- | -- | 0.868 | -- | -- | -- | -- | -- |
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 | 149.73 | wind | 3 | 43200 | < th | dose dependent | rect. | 21 | 2 |
7 | 152.57 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 5 | 1 |
27 | 153.08 | humidity | 60 | 43200 | < th | dose independent | rect. | 2 | 8 |
64 | 153.24 | humidity | 60 | 43200 | < th | dose independent | rect. | 23 | 11 |
67 | 153.26 | atmosphere | 1010 | 43200 | > th | dose dependent | sin | 7 | NA |
114 | 153.42 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 9 | 2 |
194 | 153.55 | humidity | 70 | 43200 | < th | dose dependent | rect. | 1 | 8 |
212 | 153.58 | humidity | 60 | 43200 | < th | dose dependent | rect. | 9 | 1 |
239 | 153.62 | temperature | 20 | 14400 | < th | dose dependent | rect. | 5 | 2 |
254 | 153.64 | atmosphere | 1010 | 43200 | > th | dose dependent | no | NA | NA |
263 | 153.65 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 2 | 23 |
264 | 153.65 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 9 | 23 |
270 | 153.66 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 5 | 23 |
271 | 153.66 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 11 | 23 |
286 | 153.69 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 23 | 2 |
433 | 154.05 | humidity | 60 | 43200 | > th | dose independent | rect. | 24 | 10 |
440 | 154.07 | wind | 1 | 14400 | < th | dose dependent | rect. | 22 | 6 |
468 | 154.15 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 18 | 1 |
544 | 154.50 | wind | 9 | 43200 | > th | dose dependent | rect. | 16 | 1 |
583 | 154.77 | humidity | 80 | 43200 | < th | dose independent | rect. | 18 | 6 |
585 | 154.77 | humidity | 60 | 43200 | < th | dose dependent | rect. | 19 | 17 |
592 | 154.81 | humidity | 60 | 43200 | < th | dose dependent | rect. | 21 | 14 |
598 | 154.84 | wind | 9 | 43200 | < th | dose independent | rect. | 16 | 1 |
603 | 154.88 | wind | 3 | 43200 | > th | dose independent | rect. | 19 | 3 |
604 | 154.88 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 3 | 3 |
606 | 154.90 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 5 | 1 |
612 | 154.94 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 3 | 1 |
616 | 154.99 | wind | 3 | 43200 | < th | dose independent | rect. | 19 | 3 |
625 | 155.04 | atmosphere | 1010 | 43200 | < th | dose independent | rect. | 3 | 1 |
633 | 155.06 | temperature | 20 | 14400 | < th | dose dependent | rect. | 1 | 9 |
655 | 155.22 | atmosphere | 1010 | 43200 | < th | dose independent | rect. | 2 | 4 |
662 | 155.27 | atmosphere | 1010 | 43200 | > th | dose dependent | rect. | 15 | 1 |
678 | 155.38 | humidity | 60 | 43200 | < th | dose dependent | rect. | 6 | 5 |
694 | 155.48 | humidity | 80 | 43200 | < th | dose independent | rect. | 17 | 8 |
725 | 155.71 | humidity | 90 | 43200 | < th | dose dependent | rect. | 19 | 1 |
731 | 155.78 | humidity | 70 | 43200 | < th | dose independent | rect. | 15 | 8 |
737 | 155.81 | wind | 1 | 14400 | < th | dose dependent | sin | 12 | NA |
747 | 155.89 | temperature | 20 | 14400 | < th | dose dependent | sin | 7 | NA |
756 | 155.92 | humidity | 80 | 43200 | < th | dose independent | rect. | 19 | 4 |
762 | 155.95 | humidity | 60 | 43200 | < th | dose dependent | sin | 8 | NA |
767 | 156.03 | humidity | 70 | 43200 | < th | dose independent | rect. | 16 | 4 |
786 | 156.13 | humidity | 90 | 43200 | < th | dose dependent | rect. | 18 | 3 |
800 | 156.23 | humidity | 70 | 43200 | > th | dose independent | rect. | 16 | 5 |
816 | 156.32 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 11 | 1 |
818 | 156.32 | humidity | 50 | 43200 | > th | dose dependent | rect. | 19 | 1 |
837 | 156.40 | humidity | 70 | 43200 | > th | dose independent | rect. | 15 | 7 |
839 | 156.40 | humidity | 90 | 43200 | < th | dose dependent | rect. | 17 | 5 |
849 | 156.46 | atmosphere | 1010 | 43200 | < th | dose independent | rect. | 11 | 1 |
853 | 156.47 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 17 | 1 |
855 | 156.47 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 3 |
862 | 156.51 | humidity | 70 | 43200 | > th | dose independent | rect. | 17 | 2 |
914 | 156.80 | humidity | 80 | 43200 | > th | dose independent | rect. | 18 | 6 |
917 | 156.81 | humidity | 60 | 43200 | > th | dose independent | rect. | 8 | 1 |
920 | 156.81 | humidity | 50 | 43200 | > th | dose dependent | rect. | 18 | 4 |
927 | 156.86 | humidity | 60 | 43200 | < th | dose independent | rect. | 6 | 3 |
936 | 156.90 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 11 | 19 |
943 | 156.92 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 13 | 17 |
956 | 156.95 | humidity | 80 | 43200 | > th | dose independent | rect. | 17 | 10 |
959 | 156.96 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 16 | 14 |
960 | 156.96 | atmosphere | 1010 | 43200 | > th | dose independent | rect. | 23 | 20 |