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Os01g0580000 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
29.53 | 0.255 | 10.4 | -1.08 | 0.201 | 1.05 | -0.161 | -2.37 | -0.558 | 16.8 | 24.1 | 1036 | -- | -- |
32.62 | 0.266 | 10.3 | -0.523 | 0.273 | 0.686 | -0.518 | -- | -0.419 | 19.2 | 24.12 | 1373 | -- | -- |
29.59 | 0.253 | 10.4 | -1.09 | 0.2 | 1.05 | -- | -2.4 | -0.563 | 16.5 | 24.1 | 1036 | -- | -- |
31.88 | 0.263 | 10.3 | -0.528 | 0.209 | 0.82 | -- | -- | -0.414 | 17 | 23.99 | 1042 | -- | -- |
30.98 | 0.259 | 10.4 | -1.04 | -- | 1.07 | -- | -2.42 | -0.549 | -- | 24 | 912 | -- | -- |
50.07 | 0.332 | 10.3 | -0.308 | 0.273 | -- | -0.443 | -- | -0.301 | 20.1 | -- | -- | -- | -- |
50.66 | 0.333 | 10.3 | -0.295 | 0.273 | -- | -- | -- | -0.302 | 20.1 | -- | -- | -- | -- |
33.32 | 0.269 | 10.3 | -0.527 | -- | 0.861 | -- | -- | -0.418 | -- | 23.8 | 909 | -- | -- |
38.72 | 0.29 | 10.3 | -- | 0.212 | 0.694 | -- | -- | -0.339 | 17.5 | 24.13 | 1042 | -- | -- |
54.77 | 0.346 | 10.3 | -0.298 | -- | -- | -- | -- | -0.305 | -- | -- | -- | -- | -- |
52.96 | 0.34 | 10.3 | -- | 0.275 | -- | -- | -- | -0.269 | 20 | -- | -- | -- | -- |
40.1 | 0.295 | 10.3 | -- | -- | 0.747 | -- | -- | -0.326 | -- | 24.54 | 899 | -- | -- |
57.11 | 0.353 | 10.3 | -- | -- | -- | -- | -- | -0.272 | -- | -- | -- | -- | -- |
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 | 30.80 | temperature | 25 | 1440 | > th | dose dependent | rect. | 10 | 6 |
14 | 31.08 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 1 |
29 | 31.26 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 16 |
31 | 31.27 | temperature | 25 | 1440 | > th | dose dependent | rect. | 22 | 19 |
34 | 31.29 | temperature | 25 | 1440 | > th | dose dependent | sin | 23 | NA |
143 | 31.50 | temperature | 25 | 720 | > th | dose dependent | rect. | 15 | 18 |
180 | 31.54 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 23 |
190 | 31.56 | temperature | 25 | 720 | > th | dose dependent | sin | 11 | NA |
195 | 31.57 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
312 | 32.05 | temperature | 10 | 1440 | > th | dose dependent | rect. | 11 | 4 |
314 | 32.06 | temperature | 25 | 720 | > th | dose independent | rect. | 6 | 18 |
418 | 32.43 | temperature | 25 | 4320 | > th | dose independent | rect. | 17 | 1 |
463 | 32.54 | temperature | 25 | 4320 | < th | dose independent | rect. | 17 | 1 |
504 | 32.66 | temperature | 25 | 720 | < th | dose independent | rect. | 7 | 17 |
749 | 33.23 | temperature | 25 | 4320 | < th | dose independent | rect. | 8 | 4 |
771 | 33.27 | temperature | 25 | 4320 | > th | dose independent | rect. | 8 | 4 |
772 | 33.27 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 6 |
780 | 33.28 | temperature | 25 | 4320 | > th | dose independent | rect. | 9 | 2 |
851 | 33.39 | temperature | 25 | 4320 | < th | dose independent | rect. | 9 | 2 |