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Os07g0621600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cytochrome oxidase c, subunit VIb 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
199.01 | 0.663 | 7.54 | -1.78 | 0.405 | -1.49 | 3.4 | 2.7 | -0.807 | 3.37 | 25.3 | 934 | -- | -- |
208.36 | 0.672 | 7.62 | -2.52 | 0.31 | -1.3 | 3.82 | -- | -0.94 | 2.46 | 25.5 | 896 | -- | -- |
221.99 | 0.694 | 7.52 | -1.44 | 0.702 | -1.62 | -- | 4.13 | -0.745 | 6.28 | 25.2 | 1215 | -- | -- |
233.72 | 0.712 | 7.59 | -2.09 | 0.624 | -1.49 | -- | -- | -0.838 | 7.11 | 22.4 | 8327 | -- | -- |
237.56 | 0.718 | 7.5 | -1.11 | -- | -1.68 | -- | 4.53 | -0.664 | -- | 25.59 | 2005 | -- | -- |
271.95 | 0.773 | 7.74 | -2.92 | 0.0527 | -- | 3.69 | -- | -1.52 | 2.81 | -- | -- | -- | -- |
295.15 | 0.805 | 7.73 | -3.01 | 0.661 | -- | -- | -- | -1.55 | 8.07 | -- | -- | -- | -- |
252.46 | 0.74 | 7.6 | -1.83 | -- | -1.67 | -- | -- | -0.933 | -- | 21.4 | 8199 | -- | -- |
240.81 | 0.723 | 7.47 | -- | 0.612 | -2.64 | -- | -- | -0.411 | 6.98 | 21.08 | 22613 | -- | -- |
319.1 | 0.835 | 7.75 | -3 | -- | -- | -- | -- | -1.54 | -- | -- | -- | -- | -- |
533.88 | 1.08 | 7.66 | -- | 0.645 | -- | -- | -- | -1.21 | 8.4 | -- | -- | -- | -- |
261.96 | 0.754 | 7.48 | -- | -- | -2.66 | -- | -- | -0.402 | -- | 21 | 22541 | -- | -- |
557.07 | 1.1 | 7.67 | -- | -- | -- | -- | -- | -1.2 | -- | -- | -- | -- | -- |
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 | 181.11 | radiation | 10 | 43200 | < th | dose independent | rect. | 18 | 16 |
2 | 181.20 | radiation | 10 | 43200 | < th | dose independent | rect. | 20 | 14 |
4 | 181.21 | radiation | 10 | 43200 | < th | dose independent | rect. | 22 | 12 |
6 | 181.22 | radiation | 10 | 43200 | < th | dose independent | rect. | 24 | 10 |
9 | 181.24 | radiation | 10 | 43200 | < th | dose independent | rect. | 3 | 7 |
12 | 181.28 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 18 |
15 | 181.58 | radiation | 10 | 43200 | < th | dose independent | rect. | 6 | 3 |
16 | 181.59 | radiation | 10 | 43200 | < th | dose independent | sin | 9 | NA |
17 | 181.59 | radiation | 20 | 43200 | < th | dose independent | rect. | 7 | 1 |
25 | 181.61 | radiation | 10 | 43200 | < th | dose independent | rect. | 17 | 20 |
36 | 182.01 | radiation | 1 | 43200 | > th | dose dependent | rect. | 18 | 14 |
41 | 182.32 | radiation | 1 | 43200 | > th | dose dependent | rect. | 4 | 4 |
62 | 182.46 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 20 |
70 | 182.60 | radiation | 10 | 43200 | < th | dose dependent | rect. | 19 | 13 |
72 | 182.63 | radiation | 10 | 43200 | < th | dose dependent | rect. | 22 | 10 |
74 | 182.64 | radiation | 1 | 43200 | > th | dose dependent | rect. | 7 | 1 |
75 | 182.65 | radiation | 10 | 43200 | < th | dose dependent | rect. | 24 | 8 |
86 | 182.71 | radiation | 10 | 43200 | < th | dose dependent | rect. | 3 | 5 |
90 | 182.72 | radiation | 40 | 43200 | < th | dose dependent | rect. | 18 | 14 |
106 | 182.81 | radiation | 40 | 43200 | < th | dose dependent | rect. | 7 | 1 |
117 | 182.95 | radiation | 40 | 43200 | < th | dose dependent | rect. | 24 | 8 |
140 | 183.14 | radiation | 20 | 43200 | > th | dose dependent | rect. | 16 | 17 |
144 | 183.15 | radiation | 40 | 43200 | < th | dose independent | rect. | 15 | 20 |
178 | 183.26 | radiation | 40 | 43200 | < th | dose independent | sin | 11 | NA |
276 | 183.62 | radiation | 40 | 43200 | > th | dose dependent | rect. | 14 | 20 |
402 | 184.21 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 13 |
406 | 184.22 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 11 |
416 | 184.25 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 8 |
422 | 184.25 | radiation | 40 | 43200 | > th | dose dependent | rect. | 7 | 4 |
439 | 184.26 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 6 |
445 | 184.27 | radiation | 20 | 43200 | < th | dose independent | rect. | 14 | 4 |
474 | 184.42 | radiation | 30 | 43200 | > th | dose dependent | sin | 11 | NA |
544 | 184.73 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 15 |
573 | 184.79 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 10 |
582 | 184.81 | radiation | 40 | 43200 | < th | dose independent | rect. | 13 | 8 |
637 | 184.96 | radiation | 40 | 43200 | < th | dose independent | rect. | 14 | 1 |
765 | 185.36 | radiation | 1 | 43200 | > th | dose dependent | sin | 11 | NA |
836 | 185.54 | radiation | 30 | 43200 | < th | dose independent | rect. | 11 | 17 |
840 | 185.55 | radiation | 30 | 43200 | < th | dose independent | rect. | 11 | 14 |
851 | 185.57 | radiation | 30 | 43200 | < th | dose independent | rect. | 11 | 10 |
875 | 185.58 | radiation | 30 | 43200 | < th | dose independent | rect. | 11 | 7 |
885 | 185.60 | radiation | 20 | 43200 | > th | dose independent | rect. | 17 | 15 |
901 | 185.65 | radiation | 20 | 43200 | > th | dose independent | rect. | 6 | 2 |
925 | 185.72 | radiation | 40 | 43200 | < th | dose independent | rect. | 7 | 20 |
928 | 185.73 | radiation | 40 | 43200 | < th | dose independent | rect. | 7 | 18 |
937 | 185.74 | radiation | 40 | 43200 | < th | dose independent | no | NA | NA |
938 | 185.74 | radiation | 40 | 43200 | < th | dose independent | rect. | 7 | 16 |
944 | 185.74 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 21 |
948 | 185.74 | radiation | 40 | 43200 | < th | dose independent | rect. | 2 | 23 |
951 | 185.74 | radiation | 40 | 43200 | < th | dose independent | rect. | 18 | 23 |
959 | 185.75 | radiation | 40 | 43200 | < th | dose independent | rect. | 7 | 11 |
969 | 185.75 | radiation | 40 | 43200 | < th | dose independent | rect. | 24 | 18 |
971 | 185.75 | radiation | 40 | 43200 | < th | dose independent | rect. | 22 | 19 |