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Os06g0187500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : UDP-glucuronosyl/UDP-glucosyltransferase 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
167.77 | 0.609 | 10.5 | -0.815 | 1.09 | -1.04 | 0.289 | -4.05 | -0.483 | 15.2 | 7.589 | 7164 | -- | -- |
179.32 | 0.624 | 10.4 | -1.6 | 0.718 | -0.985 | 0.11 | -- | -0.501 | 15 | 5.511 | 29328 | -- | -- |
160.67 | 0.59 | 10.5 | -0.792 | 0.961 | -0.915 | -- | -3.86 | -0.531 | 14.9 | 10.03 | 18186 | -- | -- |
167.32 | 0.602 | 10.4 | -2.15 | 0.625 | -1.43 | -- | -- | -0.752 | 14.4 | 5.092 | 29440 | -- | -- |
194.23 | 0.649 | 10.5 | -1.74 | -- | -1.92 | -- | -2.66 | -0.791 | -- | 3.174 | 17813 | -- | -- |
226.7 | 0.706 | 10.4 | -1.61 | 0.981 | -- | -0.0776 | -- | -0.319 | 15.3 | -- | -- | -- | -- |
226.72 | 0.705 | 10.4 | -1.62 | 0.981 | -- | -- | -- | -0.32 | 15.3 | -- | -- | -- | -- |
193.72 | 0.648 | 10.5 | -2.5 | -- | -1.98 | -- | -- | -1.09 | -- | 4.446 | 29318 | -- | -- |
242.83 | 0.726 | 10.4 | -- | 1.02 | -1.26 | -- | -- | -0.508 | 15.4 | 66.36 | 27487 | -- | -- |
281.02 | 0.783 | 10.4 | -1.66 | -- | -- | -- | -- | -0.345 | -- | -- | -- | -- | -- |
295.55 | 0.804 | 10.4 | -- | 1.01 | -- | -- | -- | -0.14 | 15.3 | -- | -- | -- | -- |
277.79 | 0.776 | 10.5 | -- | -- | -1.57 | -- | -- | -0.669 | -- | 9.874 | 25009 | -- | -- |
353.5 | 0.878 | 10.4 | -- | -- | -- | -- | -- | -0.162 | -- | -- | -- | -- | -- |
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 | 158.13 | humidity | 70.0 | 43200 | > th | dose dependent | sin | 17 | NA |
3 | 158.49 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 13 | 12 |
4 | 158.53 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 14 | 10 |
6 | 158.56 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 9 | 18 |
23 | 158.78 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 1 | 20 |
45 | 159.07 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 2 | 19 |
97 | 159.50 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 20 | 4 |
116 | 159.65 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 19 | 8 |
117 | 159.65 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 17 | 10 |
132 | 159.72 | temperature | 25.0 | 43200 | > th | dose dependent | rect. | 17 | 5 |
158 | 159.78 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 21 | 1 |
168 | 159.80 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 19 | 6 |
188 | 159.85 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 11 | 14 |
192 | 159.87 | humidity | 80.0 | 43200 | > th | dose independent | sin | 18 | NA |
199 | 159.88 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 8 | 17 |
200 | 159.88 | humidity | 70.0 | 43200 | > th | dose dependent | no | NA | NA |
211 | 159.91 | temperature | 25.0 | 43200 | > th | dose independent | sin | 13 | NA |
212 | 159.91 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 17 | 10 |
215 | 159.92 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 17 | 8 |
268 | 160.03 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 11 | 10 |
274 | 160.04 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 11 | 14 |
277 | 160.04 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 8 | 16 |
304 | 160.10 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 2 | 19 |
316 | 160.12 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
320 | 160.13 | temperature | 25.0 | 43200 | < th | dose independent | sin | 13 | NA |
335 | 160.15 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 16 | 23 |
336 | 160.16 | humidity | 80.0 | 43200 | < th | dose independent | sin | 19 | NA |
348 | 160.17 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
352 | 160.17 | humidity | 70.0 | 43200 | > th | dose dependent | rect. | 13 | 23 |
361 | 160.19 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 20 | 1 |
365 | 160.20 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
370 | 160.22 | humidity | 90.0 | 43200 | < th | dose independent | rect. | 1 | 5 |
375 | 160.22 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
418 | 160.29 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 20 | 3 |
547 | 160.48 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 8 | 13 |
599 | 160.55 | temperature | 25.0 | 43200 | > th | dose dependent | sin | 13 | NA |
660 | 160.62 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 22 | 20 |
662 | 160.63 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 11 | 10 |
663 | 160.63 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 8 | 13 |
673 | 160.64 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 6 |
812 | 160.84 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 16 | 3 |
866 | 160.88 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 14 | 5 |
991 | 160.94 | radiation | 1.0 | 43200 | < th | dose independent | rect. | 9 | 9 |