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Os09g0256100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Sulfotransferase family 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 = rect.)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
646.38 | 1.19 | 2.48 | 13 | 0.215 | -13.7 | 0.86 | 143 | -0.824 | 12.7 | 30.23 | 783 | 18 | 2.97 |
735.02 | 1.27 | 4 | -0.868 | 0.284 | 1.71 | 1.95 | -- | -0.974 | 7.08 | 30.23 | 783 | 18 | 2.97 |
647.76 | 1.19 | 2.48 | 13 | 0.266 | -13.9 | -- | 144 | -0.824 | 15.3 | 30.18 | 758 | 18 | 9.47 |
676.51 | 1.21 | 4 | -1.04 | 0.13 | 1.41 | -- | -- | -0.861 | 8.02 | 30.87 | 819 | 17.9 | 3.76 |
651.85 | 1.19 | 2.48 | 13 | -- | -14 | -- | 144 | -0.835 | -- | 30.22 | 761 | 18 | 9.6 |
742.56 | 1.28 | 4.01 | -0.847 | 0.219 | -- | 1.81 | -- | -0.989 | 7.21 | -- | -- | -- | -- |
751.09 | 1.28 | 4.01 | -0.811 | 0.234 | -- | -- | -- | -0.994 | 6.2 | -- | -- | -- | -- |
677.44 | 1.21 | 3.99 | -1.08 | -- | 1.43 | -- | -- | -0.852 | -- | 30.7 | 808 | 17.9 | 4.05 |
695.96 | 1.23 | 3.94 | -- | 0.178 | 1.43 | -- | -- | -0.708 | 11.2 | 32.1 | 731 | 17.8 | 5.62 |
753.94 | 1.28 | 4.01 | -0.805 | -- | -- | -- | -- | -0.989 | -- | -- | -- | -- | -- |
768.44 | 1.3 | 3.99 | -- | 0.223 | -- | -- | -- | -0.904 | 6.39 | -- | -- | -- | -- |
698.26 | 1.23 | 3.95 | -- | -- | 1.31 | -- | -- | -0.72 | -- | 32.04 | 794 | 17.8 | 8.99 |
771.03 | 1.3 | 3.99 | -- | -- | -- | -- | -- | -0.9 | -- | -- | -- | -- | -- |
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 | 647.79 | temperature | 30 | 720 | > th | dose dependent | rect. | 18 | 1 |
15 | 651.33 | wind | 1 | 90 | < th | dose dependent | rect. | 4 | 1 |
16 | 652.42 | wind | 1 | 90 | < th | dose independent | rect. | 4 | 1 |
17 | 652.86 | humidity | 50 | 1440 | < th | dose independent | rect. | 16 | 1 |
18 | 653.21 | humidity | 50 | 1440 | < th | dose dependent | rect. | 16 | 1 |
34 | 659.62 | humidity | 50 | 1440 | > th | dose independent | rect. | 16 | 1 |
35 | 662.51 | temperature | 20 | 90 | > th | dose dependent | rect. | 3 | 2 |
36 | 664.97 | temperature | 30 | 720 | > th | dose independent | rect. | 18 | 1 |
51 | 668.33 | temperature | 20 | 90 | > th | dose independent | rect. | 3 | 2 |
52 | 668.83 | humidity | 60 | 720 | < th | dose independent | rect. | 18 | 1 |
67 | 669.41 | humidity | 60 | 720 | < th | dose dependent | rect. | 18 | 1 |
96 | 670.56 | temperature | 25 | 720 | > th | dose dependent | rect. | 22 | 1 |
112 | 671.33 | wind | 3 | 4320 | < th | dose independent | rect. | 8 | 1 |
113 | 671.78 | humidity | 70 | 720 | > th | dose independent | rect. | 18 | 8 |
114 | 671.86 | temperature | 30 | 720 | < th | dose independent | rect. | 18 | 8 |
116 | 672.74 | wind | 3 | 4320 | > th | dose independent | rect. | 8 | 1 |
126 | 674.70 | temperature | 20 | 10 | > th | dose dependent | rect. | 2 | 4 |
197 | 676.62 | humidity | 60 | 1440 | > th | dose independent | rect. | 17 | 10 |
204 | 676.80 | humidity | 60 | 1440 | > th | dose independent | rect. | 17 | 6 |
227 | 676.86 | humidity | 60 | 1440 | > th | dose independent | rect. | 17 | 14 |
253 | 677.05 | humidity | 50 | 1440 | > th | dose independent | rect. | 16 | 17 |
353 | 679.82 | radiation | 20 | 1440 | > th | dose dependent | rect. | 6 | 2 |
533 | 680.92 | radiation | 20 | 1440 | > th | dose independent | rect. | 6 | 2 |
560 | 681.00 | humidity | 60 | 1440 | < th | dose dependent | sin | 12 | NA |
584 | 681.46 | radiation | 20 | 1440 | < th | dose independent | rect. | 16 | 16 |
604 | 681.59 | humidity | 50 | 1440 | < th | dose independent | sin | 11 | NA |
610 | 681.66 | humidity | 90 | 90 | > th | dose dependent | rect. | 4 | 1 |
613 | 681.77 | radiation | 20 | 1440 | < th | dose independent | rect. | 6 | 2 |
616 | 681.81 | humidity | 50 | 1440 | > th | dose independent | sin | 12 | NA |
651 | 682.12 | radiation | 20 | 1440 | < th | dose independent | rect. | 21 | 11 |
653 | 682.18 | radiation | 20 | 1440 | < th | dose independent | rect. | 19 | 13 |
656 | 682.32 | radiation | 20 | 1440 | < th | dose independent | rect. | 24 | 8 |
666 | 682.40 | radiation | 20 | 1440 | < th | dose independent | rect. | 2 | 6 |
704 | 682.82 | radiation | 10 | 14400 | > th | dose independent | rect. | 5 | 1 |
732 | 682.99 | wind | 3 | 10 | < th | dose dependent | rect. | 3 | 3 |
775 | 683.33 | humidity | 90 | 90 | > th | dose independent | rect. | 4 | 1 |
782 | 683.49 | humidity | 50 | 1440 | < th | dose independent | rect. | 16 | 22 |
788 | 683.64 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 2 |
808 | 683.87 | humidity | 50 | 1440 | > th | dose independent | rect. | 16 | 22 |
835 | 684.15 | temperature | 20 | 10 | > th | dose independent | rect. | 2 | 4 |
883 | 684.62 | radiation | 1 | 720 | > th | dose independent | rect. | 18 | 11 |
908 | 684.90 | wind | 5 | 4320 | < th | dose dependent | rect. | 8 | 1 |
933 | 685.04 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 14 |
947 | 685.36 | wind | 1 | 30 | < th | dose independent | rect. | 2 | 9 |
972 | 685.60 | radiation | 1 | 720 | > th | dose independent | rect. | 18 | 1 |