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Os02g0296300 |
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
200.8 | 0.666 | 7.19 | 0.673 | 1.03 | 1.47 | 0.949 | 0.825 | -0.394 | 9.64 | 22.2 | 1500 | -- | -- |
202.52 | 0.663 | 7.16 | 0.907 | 1.04 | 1.44 | 0.959 | -- | -0.369 | 9.7 | 22.2 | 1505 | -- | -- |
204.17 | 0.666 | 7.19 | 0.706 | 1.03 | 1.47 | -- | 0.838 | -0.395 | 9.61 | 22.13 | 1500 | -- | -- |
205.82 | 0.668 | 7.16 | 0.974 | 1.03 | 1.46 | -- | -- | -0.33 | 9.61 | 22.2 | 1500 | -- | -- |
247.8 | 0.733 | 7.22 | 0.546 | -- | 1.43 | -- | 1.05 | -0.4 | -- | 22.3 | 801 | -- | -- |
279.6 | 0.784 | 7.27 | 0.402 | 1.04 | -- | 0.891 | -- | -0.812 | 9.82 | -- | -- | -- | -- |
282.65 | 0.787 | 7.27 | 0.436 | 1.03 | -- | -- | -- | -0.81 | 9.8 | -- | -- | -- | -- |
249.82 | 0.736 | 7.19 | 0.895 | -- | 1.43 | -- | -- | -0.326 | -- | 22.3 | 795 | -- | -- |
227.32 | 0.702 | 7.19 | -- | 1.02 | 1.24 | -- | -- | -0.464 | 9.52 | 22.3 | 1454 | -- | -- |
346.13 | 0.869 | 7.29 | 0.426 | -- | -- | -- | -- | -0.809 | -- | -- | -- | -- | -- |
287.65 | 0.793 | 7.28 | -- | 1.03 | -- | -- | -- | -0.859 | 9.77 | -- | -- | -- | -- |
269.52 | 0.765 | 7.2 | -- | -- | 1.26 | -- | -- | -0.453 | -- | 22.3 | 787 | -- | -- |
350.91 | 0.874 | 7.31 | -- | -- | -- | -- | -- | -0.856 | -- | -- | -- | -- | -- |
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 | 205.85 | temperature | 25 | 1440 | < th | dose dependent | rect. | 13 | 16 |
20 | 206.35 | temperature | 15 | 270 | > th | dose dependent | rect. | 8 | 23 |
27 | 206.43 | temperature | 25 | 1440 | < th | dose dependent | sin | 15 | NA |
29 | 206.46 | temperature | 25 | 4320 | < th | dose dependent | rect. | 1 | 1 |
103 | 208.14 | temperature | 10 | 4320 | > th | dose dependent | rect. | 1 | 1 |
110 | 208.26 | temperature | 30 | 270 | < th | dose dependent | rect. | 13 | 22 |
115 | 208.36 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 6 |
130 | 208.48 | temperature | 25 | 270 | < th | dose dependent | rect. | 24 | 23 |
172 | 208.91 | temperature | 25 | 720 | < th | dose dependent | rect. | 6 | 20 |
182 | 208.99 | temperature | 25 | 1440 | < th | dose dependent | rect. | 24 | 23 |
185 | 209.00 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 23 |
186 | 209.01 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
191 | 209.01 | temperature | 15 | 720 | > th | dose dependent | rect. | 17 | 21 |
223 | 209.16 | temperature | 25 | 1440 | < th | dose dependent | rect. | 20 | 23 |
256 | 209.35 | temperature | 10 | 1440 | > th | dose dependent | rect. | 17 | 13 |
267 | 209.39 | temperature | 10 | 270 | > th | dose dependent | no | NA | NA |
281 | 209.44 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
316 | 209.54 | temperature | 10 | 720 | > th | dose dependent | rect. | 15 | 23 |
321 | 209.56 | temperature | 10 | 1440 | > th | dose dependent | rect. | 1 | 6 |
328 | 209.58 | temperature | 10 | 720 | > th | dose dependent | rect. | 17 | 23 |
432 | 209.87 | temperature | 10 | 1440 | > th | dose dependent | sin | 11 | NA |
488 | 209.96 | temperature | 15 | 270 | > th | dose dependent | rect. | 22 | 23 |
545 | 210.07 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 1 |
574 | 210.18 | temperature | 25 | 270 | < th | dose dependent | rect. | 21 | 23 |
612 | 210.29 | temperature | 15 | 270 | > th | dose dependent | rect. | 20 | 23 |
742 | 210.62 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
763 | 210.69 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 1 |
890 | 210.99 | wind | 9 | 43200 | > th | dose dependent | rect. | 18 | 12 |
914 | 211.05 | temperature | 10 | 720 | > th | dose dependent | rect. | 1 | 23 |