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Os05g0489800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Centromeric histone 3 (Histone H3).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
111.07 | 0.495 | 6.19 | -0.271 | 2.2 | 1.51 | 0.635 | -3.05 | 0.375 | 18.6 | 24.34 | 23 | -- | -- |
115.23 | 0.5 | 6.15 | 0.0937 | 2.22 | 1.24 | 0.418 | -- | 0.464 | 18.5 | 23.64 | 22 | -- | -- |
111.81 | 0.492 | 6.18 | -0.251 | 2.2 | 1.48 | -- | -2.56 | 0.37 | 18.6 | 23.82 | 22 | -- | -- |
115.65 | 0.501 | 6.14 | 0.0898 | 2.22 | 1.24 | -- | -- | 0.468 | 18.5 | 23.7 | 22 | -- | -- |
247.83 | 0.733 | 6.21 | -0.852 | -- | 3.08 | -- | -4.3 | 0.0745 | -- | 24.22 | 340 | -- | -- |
138.74 | 0.552 | 6.11 | 0.313 | 2.55 | -- | 0.533 | -- | 0.632 | 17.9 | -- | -- | -- | -- |
139.43 | 0.553 | 6.11 | 0.309 | 2.56 | -- | -- | -- | 0.634 | 17.9 | -- | -- | -- | -- |
259.44 | 0.75 | 6.13 | -0.225 | -- | 2.76 | -- | -- | 0.308 | -- | 24.29 | 327 | -- | -- |
115.85 | 0.501 | 6.15 | -- | 2.22 | 1.27 | -- | -- | 0.456 | 18.5 | 23.64 | 22 | -- | -- |
478.34 | 1.02 | 6.07 | 0.232 | -- | -- | -- | -- | 0.575 | -- | -- | -- | -- | -- |
141.94 | 0.557 | 6.12 | -- | 2.55 | -- | -- | -- | 0.6 | 17.9 | -- | -- | -- | -- |
260.71 | 0.752 | 6.12 | -- | -- | 2.72 | -- | -- | 0.337 | -- | 24.3 | 335 | -- | -- |
479.76 | 1.02 | 6.07 | -- | -- | -- | -- | -- | 0.549 | -- | -- | -- | -- | -- |
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 | 106.92 | temperature | 20 | 270 | > th | dose dependent | sin | 3 | NA |
3 | 107.20 | temperature | 20 | 720 | > th | dose dependent | rect. | 2 | 9 |
23 | 108.89 | temperature | 20 | 90 | > th | dose dependent | sin | 0 | NA |
25 | 109.17 | temperature | 30 | 270 | < th | dose dependent | rect. | 4 | 15 |
30 | 109.34 | temperature | 20 | 720 | > th | dose dependent | sin | 7 | NA |
38 | 109.63 | temperature | 10 | 270 | > th | dose dependent | sin | 3 | NA |
40 | 109.71 | temperature | 20 | 90 | > th | dose dependent | rect. | 3 | 17 |
46 | 109.90 | temperature | 25 | 30 | > th | dose dependent | rect. | 8 | 14 |
51 | 110.17 | temperature | 25 | 30 | > th | dose dependent | rect. | 8 | 23 |
59 | 110.41 | temperature | 30 | 270 | < th | dose dependent | sin | 2 | NA |
67 | 110.55 | temperature | 25 | 30 | > th | dose dependent | rect. | 8 | 12 |
73 | 110.71 | temperature | 10 | 90 | > th | dose dependent | sin | 0 | NA |
81 | 110.86 | temperature | 10 | 720 | > th | dose dependent | rect. | 2 | 9 |
83 | 110.88 | temperature | 25 | 30 | > th | dose dependent | rect. | 8 | 21 |
124 | 111.29 | temperature | 25 | 30 | > th | dose dependent | rect. | 6 | 16 |
153 | 111.56 | temperature | 30 | 720 | < th | dose dependent | rect. | 5 | 4 |
206 | 111.86 | temperature | 25 | 30 | > th | dose dependent | rect. | 17 | 23 |
274 | 112.12 | temperature | 25 | 30 | > th | dose dependent | rect. | 6 | 23 |
285 | 112.17 | temperature | 25 | 30 | > th | dose dependent | no | NA | NA |
305 | 112.24 | temperature | 25 | 30 | > th | dose dependent | rect. | 21 | 23 |
329 | 112.36 | radiation | 20 | 43200 | < th | dose independent | rect. | 17 | 16 |
337 | 112.38 | radiation | 20 | 43200 | < th | dose independent | rect. | 24 | 9 |
340 | 112.39 | radiation | 20 | 43200 | < th | dose independent | rect. | 6 | 3 |
402 | 112.59 | temperature | 30 | 14400 | < th | dose independent | rect. | 15 | 1 |
457 | 112.88 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 19 |
463 | 112.90 | humidity | 90 | 43200 | < th | dose independent | rect. | 18 | 1 |
530 | 113.07 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 1 |
536 | 113.10 | radiation | 20 | 43200 | < th | dose independent | sin | 11 | NA |
547 | 113.15 | temperature | 30 | 14400 | > th | dose independent | rect. | 15 | 1 |
556 | 113.20 | temperature | 25 | 270 | > th | dose independent | sin | 1 | NA |
597 | 113.33 | temperature | 30 | 30 | < th | dose dependent | rect. | 7 | 11 |
616 | 113.41 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 2 |
619 | 113.42 | temperature | 25 | 270 | < th | dose independent | rect. | 4 | 15 |
635 | 113.47 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 3 |
642 | 113.50 | temperature | 10 | 720 | > th | dose dependent | rect. | 23 | 14 |
646 | 113.52 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 2 |
702 | 113.72 | temperature | 25 | 90 | > th | dose independent | sin | 23 | NA |
709 | 113.73 | radiation | 40 | 43200 | < th | dose independent | rect. | 10 | 1 |
726 | 113.76 | temperature | 20 | 14400 | < th | dose independent | rect. | 21 | 5 |
737 | 113.77 | temperature | 20 | 4320 | > th | dose dependent | rect. | 3 | 1 |
745 | 113.80 | radiation | 40 | 43200 | > th | dose dependent | rect. | 10 | 1 |
755 | 113.83 | humidity | 90 | 43200 | > th | dose independent | rect. | 21 | 1 |
757 | 113.84 | temperature | 20 | 14400 | < th | dose independent | rect. | 1 | 1 |
758 | 113.84 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 2 |
760 | 113.85 | humidity | 90 | 43200 | > th | dose independent | rect. | 18 | 4 |
767 | 113.86 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 11 |
768 | 113.86 | radiation | 10 | 43200 | > th | dose dependent | rect. | 7 | 1 |
774 | 113.87 | radiation | 40 | 43200 | < th | dose independent | rect. | 7 | 4 |
792 | 113.88 | temperature | 20 | 14400 | > th | dose independent | rect. | 21 | 4 |
795 | 113.89 | humidity | 90 | 43200 | > th | dose independent | rect. | 17 | 7 |
816 | 113.91 | temperature | 25 | 270 | > th | dose independent | rect. | 6 | 12 |
827 | 113.93 | radiation | 10 | 43200 | > th | dose dependent | rect. | 17 | 15 |
869 | 114.04 | temperature | 20 | 4320 | > th | dose dependent | rect. | 3 | 5 |
870 | 114.04 | wind | 1 | 43200 | < th | dose dependent | rect. | 21 | 7 |
887 | 114.08 | temperature | 20 | 14400 | > th | dose independent | rect. | 24 | 1 |
895 | 114.10 | temperature | 25 | 90 | > th | dose independent | rect. | 8 | 12 |
922 | 114.17 | humidity | 90 | 43200 | < th | dose independent | rect. | 17 | 5 |
941 | 114.19 | wind | 3 | 43200 | < th | dose independent | rect. | 9 | 1 |
954 | 114.20 | temperature | 20 | 4320 | > th | dose dependent | rect. | 6 | 1 |
956 | 114.20 | radiation | 40 | 43200 | > th | dose dependent | rect. | 7 | 4 |
986 | 114.22 | wind | 1 | 43200 | < th | dose dependent | rect. | 19 | 9 |