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Os07g0526600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Esterase/lipase/thioesterase domain containing 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 = wind,
response mode = > th, dose dependency = dose independent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
195.27 | 0.657 | 2.76 | -0.429 | 0.198 | -14 | -0.775 | -74 | 0.0811 | 6.2 | 8.863 | 84 | 6.14 | -- |
237.58 | 0.723 | 2.9 | -0.0741 | 0.145 | 3.35 | 0.25 | -- | 0.0342 | 10.1 | 8.863 | 84 | 6.14 | -- |
196.01 | 0.652 | 2.76 | -0.405 | 0.219 | -13 | -- | -69.5 | 0.0838 | 7.96 | 8.857 | 84 | 6.1 | -- |
214.89 | 0.683 | 2.91 | -0.000364 | 0.277 | 3.69 | -- | -- | 0.0594 | 8.92 | 8.5 | 76 | 5.04 | -- |
198.56 | 0.656 | 2.77 | -0.416 | -- | -13.3 | -- | -70 | 0.0846 | -- | 8.9 | 80 | 6.15 | -- |
248.68 | 0.739 | 2.91 | -0.109 | 0.116 | -- | 0.347 | -- | 0.0212 | 10.2 | -- | -- | -- | -- |
249.16 | 0.739 | 2.91 | -0.0956 | 0.114 | -- | -- | -- | 0.0219 | 10.1 | -- | -- | -- | -- |
215.93 | 0.684 | 2.89 | 0.0871 | -- | 3.65 | -- | -- | 0.0978 | -- | 8.459 | 76 | 4.61 | -- |
213.59 | 0.681 | 2.89 | -- | 0.193 | 3.78 | -- | -- | 0.0845 | 8.47 | 8.4 | 69 | 4.58 | -- |
249.95 | 0.739 | 2.91 | -0.0971 | -- | -- | -- | -- | 0.0218 | -- | -- | -- | -- | -- |
249.4 | 0.739 | 2.91 | -- | 0.115 | -- | -- | -- | 0.0326 | 10.2 | -- | -- | -- | -- |
215.57 | 0.684 | 2.9 | -- | -- | 3.71 | -- | -- | 0.0869 | -- | 8.416 | 69 | 4.49 | -- |
250.2 | 0.738 | 2.91 | -- | -- | -- | -- | -- | 0.0325 | -- | -- | -- | -- | -- |
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 |
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1 | 195.60 | wind | 9 | 10 | > th | dose independent | rect. | 18 | 1 |
4 | 195.60 | wind | 9 | 10 | > th | dose dependent | rect. | 18 | 1 |
7 | 196.20 | wind | 9 | 90 | > th | dose dependent | rect. | 17 | 9 |
16 | 196.27 | wind | 9 | 90 | > th | dose dependent | rect. | 17 | 6 |
34 | 196.82 | wind | 9 | 90 | > th | dose independent | rect. | 17 | 9 |
44 | 196.94 | wind | 9 | 90 | > th | dose independent | rect. | 17 | 6 |
65 | 198.53 | wind | 9 | 90 | > th | dose independent | sin | 12 | NA |
68 | 199.07 | wind | 9 | 90 | < th | dose independent | sin | 12 | NA |
79 | 201.30 | wind | 9 | 90 | > th | dose dependent | sin | 12 | NA |
150 | 205.96 | humidity | 70 | 90 | < th | dose independent | rect. | 16 | 1 |
253 | 217.07 | wind | 9 | 10 | > th | dose independent | sin | 11 | NA |
255 | 217.31 | wind | 9 | 10 | > th | dose independent | rect. | 17 | 5 |
537 | 222.05 | wind | 9 | 10 | < th | dose independent | sin | 10 | NA |
596 | 222.78 | atmosphere | 1005 | 10 | > th | dose dependent | rect. | 17 | 1 |
703 | 224.56 | wind | 7 | 90 | > th | dose dependent | rect. | 20 | 6 |
735 | 225.17 | wind | 7 | 90 | > th | dose dependent | rect. | 20 | 12 |
759 | 225.57 | atmosphere | 1005 | 90 | > th | dose independent | rect. | 16 | 2 |
782 | 226.10 | wind | 7 | 30 | > th | dose independent | rect. | 21 | 5 |
800 | 226.43 | wind | 7 | 90 | > th | dose independent | rect. | 21 | 1 |
804 | 226.47 | wind | 7 | 90 | > th | dose dependent | rect. | 21 | 1 |
901 | 227.39 | wind | 7 | 30 | > th | dose independent | rect. | 21 | 11 |