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Os05g0595800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description :
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
430.58 | 0.975 | 3.64 | 2.36 | 0.271 | -1.63 | 0.906 | 20.6 | -0.325 | 15.7 | 31.26 | 4297 | -- | -- |
476.99 | 1.03 | 4.04 | -0.648 | 0.0985 | 0.339 | 0.772 | -- | -0.426 | 16.7 | 31.26 | 4297 | -- | -- |
432.67 | 0.969 | 3.64 | 2.38 | 0.279 | -1.64 | -- | 20.6 | -0.321 | 14.5 | 31.25 | 4295 | -- | -- |
451.79 | 0.99 | 3.98 | -0.802 | 0.274 | 0.913 | -- | -- | -0.26 | 15.5 | 29.8 | 4106 | -- | -- |
437.22 | 0.974 | 3.65 | 2.33 | -- | -1.65 | -- | 20.4 | -0.333 | -- | 31.21 | 4267 | -- | -- |
479.36 | 1.03 | 4.04 | -0.625 | 0.172 | -- | 0.826 | -- | -0.447 | 16.2 | -- | -- | -- | -- |
480.84 | 1.03 | 4.04 | -0.616 | 0.19 | -- | -- | -- | -0.442 | 14.4 | -- | -- | -- | -- |
455.05 | 0.994 | 4 | -0.848 | -- | 0.929 | -- | -- | -0.32 | -- | 29.8 | 4149 | -- | -- |
469.28 | 1.01 | 4 | -- | 0.271 | 0.786 | -- | -- | -0.257 | 14.2 | 29.81 | 4102 | -- | -- |
482.98 | 1.03 | 4.04 | -0.624 | -- | -- | -- | -- | -0.447 | -- | -- | -- | -- | -- |
490.82 | 1.04 | 4.02 | -- | 0.202 | -- | -- | -- | -0.374 | 14.5 | -- | -- | -- | -- |
473.64 | 1.01 | 4 | -- | -- | 0.744 | -- | -- | -0.268 | -- | 29.89 | 4119 | -- | -- |
493.23 | 1.04 | 4.02 | -- | -- | -- | -- | -- | -0.378 | -- | -- | -- | -- | -- |
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 | 429.06 | temperature | 30 | 4320 | > th | dose independent | rect. | 16 | 20 |
2 | 429.30 | temperature | 30 | 4320 | < th | dose independent | rect. | 16 | 20 |
3 | 429.46 | temperature | 30 | 4320 | > th | dose independent | rect. | 8 | 4 |
17 | 429.52 | temperature | 30 | 4320 | < th | dose independent | rect. | 2 | 10 |
21 | 429.62 | temperature | 30 | 4320 | < th | dose independent | rect. | 8 | 4 |
22 | 429.62 | temperature | 30 | 4320 | < th | dose independent | rect. | 6 | 6 |
35 | 429.72 | temperature | 30 | 4320 | > th | dose dependent | rect. | 8 | 5 |
52 | 429.78 | temperature | 30 | 4320 | > th | dose independent | sin | 9 | NA |
60 | 429.83 | temperature | 30 | 4320 | > th | dose dependent | rect. | 11 | 2 |
122 | 430.25 | temperature | 30 | 4320 | > th | dose dependent | sin | 8 | NA |
123 | 430.26 | temperature | 30 | 4320 | < th | dose independent | sin | 9 | NA |
148 | 430.46 | temperature | 30 | 4320 | < th | dose independent | rect. | 10 | 1 |
183 | 430.99 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 1 |
264 | 432.51 | atmosphere | 995 | 720 | > th | dose dependent | rect. | 17 | 12 |
268 | 432.64 | temperature | 30 | 4320 | > th | dose independent | rect. | 17 | 1 |
349 | 433.43 | temperature | 30 | 4320 | > th | dose dependent | no | NA | NA |
564 | 434.51 | temperature | 30 | 4320 | < th | dose independent | rect. | 17 | 11 |
565 | 434.51 | atmosphere | 1010 | 720 | < th | dose dependent | rect. | 21 | 4 |
588 | 434.79 | atmosphere | 1010 | 720 | < th | dose dependent | rect. | 20 | 7 |
633 | 435.17 | atmosphere | 1010 | 90 | < th | dose dependent | rect. | 23 | 11 |
666 | 435.73 | atmosphere | 1000 | 10 | < th | dose dependent | sin | 6 | NA |
673 | 435.84 | atmosphere | 1010 | 90 | < th | dose dependent | rect. | 21 | 13 |
674 | 435.86 | atmosphere | 1010 | 10 | < th | dose dependent | rect. | 12 | 23 |
699 | 436.13 | humidity | 80 | 4320 | < th | dose dependent | rect. | 20 | 1 |
711 | 436.37 | atmosphere | 1010 | 720 | < th | dose dependent | sin | 13 | NA |
728 | 436.45 | atmosphere | 1000 | 720 | < th | dose independent | rect. | 19 | 12 |
729 | 436.47 | atmosphere | 1015 | 270 | < th | dose dependent | rect. | 21 | 11 |
760 | 436.97 | atmosphere | 1010 | 720 | < th | dose dependent | rect. | 16 | 15 |
777 | 437.06 | atmosphere | 1010 | 30 | < th | dose dependent | rect. | 16 | 19 |
810 | 437.29 | atmosphere | 1000 | 1440 | < th | dose dependent | rect. | 1 | 1 |
813 | 437.31 | atmosphere | 1010 | 720 | < th | dose dependent | rect. | 23 | 1 |
828 | 437.49 | atmosphere | 1000 | 270 | < th | dose dependent | rect. | 21 | 16 |
837 | 437.62 | atmosphere | 1000 | 10 | < th | dose independent | sin | 5 | NA |
839 | 437.63 | atmosphere | 995 | 90 | > th | dose dependent | rect. | 10 | 23 |
861 | 437.70 | atmosphere | 1010 | 270 | < th | dose dependent | sin | 9 | NA |
882 | 437.86 | atmosphere | 1000 | 1440 | < th | dose dependent | rect. | 23 | 4 |
885 | 437.88 | temperature | 30 | 4320 | > th | dose independent | rect. | 8 | 10 |
916 | 437.97 | temperature | 30 | 4320 | > th | dose dependent | rect. | 16 | 1 |
939 | 438.12 | atmosphere | 1000 | 720 | < th | dose dependent | rect. | 19 | 14 |
955 | 438.25 | atmosphere | 1000 | 270 | < th | dose independent | rect. | 19 | 19 |
965 | 438.29 | temperature | 30 | 4320 | > th | dose independent | no | NA | NA |