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Os01g0559900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
106.79 | 0.486 | 15.1 | -0.906 | 1.48 | 1.86 | -0.0787 | -4.16 | -0.00844 | 14.6 | 21.73 | 1383 | -- | -- |
118.03 | 0.506 | 14.9 | 0.19 | 1.4 | 1.93 | 0.00584 | -- | 0.283 | 14 | 17.97 | 2111 | -- | -- |
106.81 | 0.481 | 15.1 | -0.903 | 1.48 | 1.86 | -- | -4.14 | -0.00715 | 14.6 | 21.7 | 1378 | -- | -- |
117.82 | 0.506 | 14.9 | 0.128 | 1.43 | 2.22 | -- | -- | 0.248 | 14 | 14.6 | 2152 | -- | -- |
123.86 | 0.518 | 15 | -0.196 | -- | 2.97 | -- | -2.83 | 0.0774 | -- | 18.62 | 18 | -- | -- |
203.82 | 0.669 | 14.8 | 0.924 | 1.32 | -- | -0.0377 | -- | 0.709 | 14.6 | -- | -- | -- | -- |
203.83 | 0.669 | 14.8 | 0.924 | 1.32 | -- | -- | -- | 0.709 | 14.6 | -- | -- | -- | -- |
131.47 | 0.534 | 14.9 | 0.258 | -- | 3 | -- | -- | 0.208 | -- | 17.69 | 22 | -- | -- |
118.22 | 0.506 | 14.9 | -- | 1.42 | 2.26 | -- | -- | 0.247 | 14 | 14 | 2141 | -- | -- |
305.77 | 0.817 | 14.8 | 0.867 | -- | -- | -- | -- | 0.676 | -- | -- | -- | -- | -- |
226.31 | 0.704 | 14.9 | -- | 1.3 | -- | -- | -- | 0.606 | 14.6 | -- | -- | -- | -- |
133.11 | 0.537 | 14.9 | -- | -- | 3.1 | -- | -- | 0.177 | -- | 17.49 | 22 | -- | -- |
325.61 | 0.842 | 14.9 | -- | -- | -- | -- | -- | 0.579 | -- | -- | -- | -- | -- |
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 | 103.24 | wind | 5 | 43200 | > th | dose dependent | rect. | 9 | 12 |
2 | 103.28 | wind | 5 | 43200 | > th | dose independent | rect. | 8 | 14 |
5 | 103.53 | wind | 5 | 43200 | > th | dose dependent | sin | 21 | NA |
17 | 103.90 | wind | 5 | 43200 | < th | dose independent | rect. | 8 | 14 |
20 | 103.97 | wind | 5 | 43200 | > th | dose independent | rect. | 9 | 7 |
23 | 104.04 | wind | 5 | 43200 | > th | dose independent | rect. | 5 | 17 |
30 | 104.14 | wind | 5 | 43200 | > th | dose independent | sin | 23 | NA |
46 | 104.33 | wind | 5 | 43200 | > th | dose dependent | rect. | 5 | 16 |
51 | 104.41 | wind | 5 | 43200 | < th | dose independent | rect. | 5 | 17 |
60 | 104.51 | wind | 5 | 43200 | < th | dose independent | rect. | 9 | 7 |
70 | 104.61 | wind | 5 | 43200 | > th | dose dependent | rect. | 11 | 19 |
72 | 104.63 | wind | 5 | 43200 | > th | dose independent | rect. | 5 | 13 |
74 | 104.64 | wind | 5 | 43200 | > th | dose independent | rect. | 8 | 9 |
93 | 104.76 | wind | 7 | 43200 | < th | dose independent | rect. | 3 | 18 |
97 | 104.81 | wind | 5 | 43200 | < th | dose independent | sin | 23 | NA |
121 | 104.99 | wind | 7 | 43200 | < th | dose independent | rect. | 24 | 21 |
125 | 105.01 | wind | 5 | 43200 | < th | dose independent | rect. | 5 | 13 |
151 | 105.12 | wind | 5 | 43200 | < th | dose independent | rect. | 8 | 9 |
161 | 105.16 | wind | 5 | 43200 | > th | dose independent | rect. | 10 | 20 |
169 | 105.22 | wind | 7 | 43200 | > th | dose independent | rect. | 24 | 21 |
244 | 105.58 | wind | 5 | 43200 | < th | dose independent | rect. | 10 | 20 |
321 | 106.09 | wind | 3 | 43200 | > th | dose dependent | rect. | 20 | 1 |
479 | 106.68 | wind | 5 | 43200 | > th | dose dependent | rect. | 12 | 4 |
492 | 106.74 | wind | 5 | 43200 | > th | dose dependent | rect. | 14 | 2 |
598 | 107.07 | wind | 7 | 43200 | > th | dose independent | rect. | 13 | 23 |
619 | 107.12 | wind | 7 | 43200 | < th | dose independent | rect. | 20 | 23 |
636 | 107.18 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 23 |
681 | 107.33 | wind | 7 | 43200 | < th | dose independent | no | NA | NA |
724 | 107.48 | wind | 7 | 43200 | > th | dose independent | no | NA | NA |
753 | 107.56 | wind | 9 | 43200 | > th | dose dependent | rect. | 19 | 2 |
896 | 108.19 | temperature | 20 | 1440 | > th | dose dependent | rect. | 16 | 7 |
914 | 108.29 | temperature | 20 | 1440 | > th | dose dependent | rect. | 3 | 20 |
976 | 108.57 | wind | 5 | 43200 | > th | dose dependent | no | NA | NA |