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Os02g0602400 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Mitochodrial transcription termination factor-related 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
33.12 | 0.27 | 12.9 | 0.232 | 0.591 | 0.642 | -0.744 | 0.181 | 0.0285 | 19.8 | 0.66 | 33 | -- | -- |
33.23 | 0.268 | 12.9 | 0.242 | 0.577 | 0.669 | -0.607 | -- | 0.0307 | 19.6 | 0.66 | 33 | -- | -- |
33.7 | 0.27 | 12.9 | 0.253 | 0.571 | 0.714 | -- | -0.0784 | 0.0343 | 19.3 | 0.4763 | 44 | -- | -- |
33.26 | 0.269 | 12.9 | 0.257 | 0.604 | 0.748 | -- | -- | 0.0458 | 19.1 | 0.4097 | 57 | -- | -- |
47.26 | 0.322 | 12.9 | 0.255 | -- | 0.844 | -- | -0.25 | 0.0315 | -- | 0.5695 | 34 | -- | -- |
42.32 | 0.305 | 12.9 | 0.188 | 1.17 | -- | -0.279 | -- | 0.0168 | 22.1 | -- | -- | -- | -- |
42.62 | 0.306 | 12.9 | 0.198 | 1.17 | -- | -- | -- | 0.0173 | 22.1 | -- | -- | -- | -- |
45.89 | 0.317 | 12.9 | 0.222 | -- | 0.86 | -- | -- | 0.0485 | -- | 3.069 | 11 | -- | -- |
34.99 | 0.275 | 12.9 | -- | 0.613 | 0.734 | -- | -- | 0.0266 | 19.2 | 0.441 | 61 | -- | -- |
125.37 | 0.523 | 12.9 | 0.215 | -- | -- | -- | -- | 0.0192 | -- | -- | -- | -- | -- |
43.66 | 0.309 | 13 | -- | 1.17 | -- | -- | -- | -0.00484 | 22.2 | -- | -- | -- | -- |
47.2 | 0.321 | 12.9 | -- | -- | 0.86 | -- | -- | 0.0238 | -- | 3.069 | 11 | -- | -- |
126.58 | 0.525 | 12.9 | -- | -- | -- | -- | -- | -0.00459 | -- | -- | -- | -- | -- |
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 | 24.62 | radiation | 10.0 | 10 | < th | dose dependent | sin | 10 | NA |
6 | 25.75 | radiation | 1.0 | 30 | < th | dose independent | sin | 10 | NA |
11 | 26.00 | radiation | 1.0 | 30 | > th | dose independent | sin | 10 | NA |
18 | 26.40 | atmosphere | 995.0 | 30 | > th | dose dependent | rect. | 5 | 3 |
31 | 26.88 | temperature | 10.0 | 90 | > th | dose dependent | rect. | 21 | 8 |
32 | 26.92 | wind | 5.0 | 30 | < th | dose independent | rect. | 5 | 3 |
35 | 27.02 | wind | 5.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
37 | 27.03 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 22 | 7 |
39 | 27.05 | wind | 9.0 | 90 | < th | dose dependent | rect. | 5 | 3 |
40 | 27.06 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 18 | 13 |
44 | 27.11 | radiation | 1.0 | 90 | > th | dose dependent | rect. | 4 | 3 |
64 | 27.29 | wind | 9.0 | 90 | < th | dose independent | rect. | 8 | 21 |
66 | 27.31 | radiation | 1.0 | 90 | > th | dose independent | rect. | 18 | 14 |
67 | 27.32 | wind | 5.0 | 270 | < th | dose independent | rect. | 5 | 1 |
68 | 27.34 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 3 |
69 | 27.34 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 3 |
72 | 27.35 | radiation | 1.0 | 30 | > th | dose independent | rect. | 5 | 3 |
94 | 27.36 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 5 | 1 |
102 | 27.42 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 3 |
104 | 27.42 | temperature | 30.0 | 90 | < th | dose independent | rect. | 5 | 3 |
105 | 27.42 | humidity | 50.0 | 90 | > th | dose independent | rect. | 5 | 3 |
107 | 27.42 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 5 | 3 |
108 | 27.42 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 3 |
109 | 27.42 | temperature | 10.0 | 90 | > th | dose independent | rect. | 8 | 21 |
112 | 27.44 | atmosphere | 1015.0 | 30 | < th | dose independent | rect. | 8 | 21 |
137 | 27.51 | radiation | 40.0 | 90 | < th | dose independent | rect. | 5 | 3 |
144 | 27.55 | wind | 5.0 | 270 | < th | dose independent | rect. | 3 | 4 |
216 | 27.77 | precipitation | 0.1 | 270 | < th | dose independent | rect. | 3 | 4 |
218 | 27.77 | precipitation | 0.1 | 270 | < th | dose dependent | rect. | 3 | 4 |
219 | 27.78 | precipitation | 0.1 | 30 | < th | dose independent | rect. | 8 | 21 |
220 | 27.78 | precipitation | 0.1 | 30 | < th | dose dependent | rect. | 8 | 21 |
227 | 27.85 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 5 | 3 |
230 | 27.88 | atmosphere | 995.0 | 30 | > th | dose independent | rect. | 8 | 21 |
238 | 27.95 | atmosphere | 995.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
298 | 28.08 | temperature | 10.0 | 270 | > th | dose independent | rect. | 3 | 4 |
300 | 28.08 | temperature | 30.0 | 270 | < th | dose independent | rect. | 3 | 4 |
301 | 28.08 | humidity | 50.0 | 270 | > th | dose independent | rect. | 3 | 4 |
303 | 28.08 | atmosphere | 995.0 | 270 | > th | dose independent | rect. | 3 | 4 |
304 | 28.08 | atmosphere | 1015.0 | 270 | < th | dose independent | rect. | 3 | 4 |
305 | 28.08 | radiation | 40.0 | 270 | < th | dose independent | rect. | 3 | 4 |
342 | 28.23 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 5 | 1 |
373 | 28.36 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 4 |
386 | 28.41 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 5 | 2 |
391 | 28.43 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
406 | 28.46 | radiation | 40.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
429 | 28.61 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 4 |
434 | 28.65 | humidity | 50.0 | 30 | > th | dose independent | rect. | 8 | 21 |
440 | 28.67 | radiation | 40.0 | 270 | < th | dose dependent | rect. | 3 | 4 |
498 | 28.88 | temperature | 10.0 | 30 | > th | dose dependent | rect. | 8 | 21 |
528 | 29.13 | humidity | 50.0 | 270 | > th | dose dependent | rect. | 3 | 4 |
572 | 29.36 | wind | 1.0 | 30 | > th | dose independent | rect. | 5 | 3 |
575 | 29.37 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
596 | 29.50 | temperature | 15.0 | 270 | > th | dose dependent | rect. | 22 | 4 |
602 | 29.53 | wind | 1.0 | 90 | > th | dose independent | rect. | 9 | 20 |
667 | 29.76 | temperature | 20.0 | 10 | > th | dose independent | rect. | 22 | 7 |
670 | 29.78 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 8 |
677 | 29.80 | wind | 1.0 | 270 | > th | dose independent | rect. | 5 | 1 |
679 | 29.80 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 8 |
681 | 29.80 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 5 | 16 |
682 | 29.80 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 5 | 16 |
684 | 29.81 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 21 | 8 |
694 | 29.86 | wind | 9.0 | 90 | < th | dose independent | rect. | 21 | 8 |
703 | 29.88 | temperature | 10.0 | 90 | > th | dose independent | rect. | 21 | 8 |
704 | 29.88 | temperature | 30.0 | 90 | < th | dose independent | rect. | 21 | 8 |
705 | 29.88 | humidity | 50.0 | 90 | > th | dose independent | rect. | 21 | 8 |
708 | 29.88 | atmosphere | 995.0 | 90 | > th | dose independent | rect. | 21 | 8 |
712 | 29.88 | temperature | 10.0 | 90 | > th | dose independent | rect. | 5 | 16 |
713 | 29.88 | atmosphere | 1015.0 | 90 | < th | dose independent | rect. | 5 | 16 |
759 | 30.04 | radiation | 1.0 | 10 | > th | dose dependent | rect. | 5 | 2 |
770 | 30.05 | wind | 1.0 | 270 | > th | dose independent | rect. | 3 | 4 |
814 | 30.18 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 16 |
818 | 30.20 | precipitation | 0.1 | 90 | < th | dose independent | rect. | 21 | 8 |
819 | 30.20 | precipitation | 0.1 | 90 | < th | dose dependent | rect. | 21 | 8 |
820 | 30.20 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 10 |
891 | 30.38 | humidity | 50.0 | 30 | > th | dose dependent | rect. | 18 | 11 |
893 | 30.39 | wind | 9.0 | 30 | < th | dose dependent | rect. | 21 | 8 |
896 | 30.41 | atmosphere | 1015.0 | 90 | < th | dose dependent | rect. | 5 | 2 |
920 | 30.44 | radiation | 1.0 | 10 | < th | dose independent | rect. | 22 | 8 |
925 | 30.45 | wind | 9.0 | 90 | < th | dose independent | rect. | 5 | 16 |
931 | 30.46 | radiation | 1.0 | 90 | < th | dose dependent | rect. | 21 | 22 |
938 | 30.47 | humidity | 50.0 | 90 | > th | dose dependent | rect. | 21 | 8 |
970 | 30.56 | radiation | 1.0 | 90 | < th | dose independent | rect. | 21 | 10 |