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Os06g0148300 |
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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
162.54 | 0.599 | 3.29 | 0.896 | 0.119 | -0.659 | 0.295 | -1.58 | 0.202 | 11.7 | 22.34 | 2020 | -- | -- |
168.63 | 0.605 | 3.35 | 0.401 | 0.144 | -0.535 | 0.404 | -- | 0.0572 | 11.1 | 23.4 | 909 | -- | -- |
162.9 | 0.594 | 3.29 | 0.903 | 0.112 | -0.652 | -- | -1.55 | 0.207 | 11.7 | 22.33 | 1961 | -- | -- |
167.79 | 0.603 | 3.35 | 0.365 | 0.0952 | -0.602 | -- | -- | 0.0442 | 11.5 | 23.4 | 2095 | -- | -- |
163.53 | 0.596 | 3.29 | 0.912 | -- | -0.63 | -- | -1.57 | 0.206 | -- | 22.45 | 1871 | -- | -- |
184.6 | 0.637 | 3.29 | 0.609 | 0.0828 | -- | 0.23 | -- | 0.301 | 12.7 | -- | -- | -- | -- |
184.83 | 0.637 | 3.29 | 0.617 | 0.0822 | -- | -- | -- | 0.302 | 12.5 | -- | -- | -- | -- |
168.7 | 0.605 | 3.36 | 0.348 | -- | -0.61 | -- | -- | 0.0383 | -- | 23.4 | 1974 | -- | -- |
170.3 | 0.608 | 3.37 | -- | 0.16 | -0.744 | -- | -- | -0.0593 | 11.8 | 23.33 | 2176 | -- | -- |
185.25 | 0.636 | 3.29 | 0.614 | -- | -- | -- | -- | 0.3 | -- | -- | -- | -- | -- |
194.87 | 0.653 | 3.31 | -- | 0.0734 | -- | -- | -- | 0.233 | 12.1 | -- | -- | -- | -- |
171.55 | 0.61 | 3.37 | -- | -- | -0.717 | -- | -- | -0.0486 | -- | 23.34 | 1974 | -- | -- |
195.21 | 0.652 | 3.31 | -- | -- | -- | -- | -- | 0.232 | -- | -- | -- | -- | -- |
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 | 162.65 | temperature | 20 | 1440 | > th | dose dependent | rect. | 3 | 2 |
20 | 163.53 | temperature | 20 | 4320 | > th | dose dependent | rect. | 23 | 2 |
31 | 163.95 | temperature | 10 | 4320 | > th | dose dependent | rect. | 23 | 2 |
38 | 164.02 | temperature | 30 | 4320 | < th | dose dependent | rect. | 23 | 2 |
123 | 164.54 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 1 |
338 | 165.55 | temperature | 25 | 4320 | < th | dose dependent | sin | 13 | NA |
495 | 165.91 | temperature | 20 | 1440 | > th | dose dependent | sin | 10 | NA |
745 | 166.27 | temperature | 25 | 1440 | < th | dose dependent | rect. | 11 | 20 |
820 | 166.38 | temperature | 10 | 4320 | > th | dose dependent | sin | 11 | NA |
910 | 166.47 | temperature | 25 | 43200 | < th | dose independent | rect. | 19 | 2 |