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Os01g0330100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Lipase homolog (Fragment).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
145.81 | 0.567 | 5.3 | -2.57 | 0.325 | 1.34 | 0.714 | -1.15 | -0.437 | 2.76 | 25.22 | 1050 | -- | -- |
146.17 | 0.563 | 5.27 | -2.32 | 0.332 | 1.24 | 0.672 | -- | -0.368 | 2.86 | 25.3 | 1036 | -- | -- |
147.45 | 0.566 | 5.3 | -2.54 | 0.326 | 1.32 | -- | -0.892 | -0.426 | 2.39 | 25.33 | 1048 | -- | -- |
147.53 | 0.566 | 5.27 | -2.34 | 0.328 | 1.22 | -- | -- | -0.372 | 2.11 | 25.35 | 1060 | -- | -- |
153.19 | 0.576 | 5.3 | -2.54 | -- | 1.42 | -- | -0.793 | -0.446 | -- | 24.95 | 1070 | -- | -- |
189.91 | 0.646 | 5.25 | -1.97 | 0.572 | -- | 0.702 | -- | -0.272 | 1.06 | -- | -- | -- | -- |
191.91 | 0.649 | 5.25 | -2 | 0.57 | -- | -- | -- | -0.275 | 0.849 | -- | -- | -- | -- |
153.41 | 0.577 | 5.28 | -2.37 | -- | 1.35 | -- | -- | -0.405 | -- | 24.97 | 1071 | -- | -- |
280.95 | 0.781 | 5.2 | -- | 0.404 | 0.686 | -- | -- | -0.0026 | 0.583 | 27.19 | 1076 | -- | -- |
212.22 | 0.681 | 5.24 | -1.98 | -- | -- | -- | -- | -0.265 | -- | -- | -- | -- | -- |
297.21 | 0.806 | 5.2 | -- | 0.539 | -- | -- | -- | -0.0528 | 0.684 | -- | -- | -- | -- |
290.57 | 0.794 | 5.19 | -- | -- | 0.817 | -- | -- | -0.0347 | -- | 26.58 | 1057 | -- | -- |
315.41 | 0.829 | 5.2 | -- | -- | -- | -- | -- | -0.0454 | -- | -- | -- | -- | -- |
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 | 147.96 | temperature | 25 | 720 | > th | dose dependent | sin | 10 | NA |
2 | 148.05 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 19 |
3 | 148.33 | temperature | 25 | 720 | > th | dose dependent | rect. | 17 | 17 |
17 | 149.93 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 15 |
32 | 150.11 | temperature | 25 | 1440 | > th | dose dependent | rect. | 20 | 20 |
40 | 150.19 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 13 |
48 | 150.19 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 23 |
49 | 150.20 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 9 |
57 | 150.22 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 5 |
58 | 150.22 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 7 |
69 | 150.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 14 | 18 |
86 | 150.28 | temperature | 25 | 1440 | > th | dose dependent | rect. | 9 | 7 |
117 | 150.36 | temperature | 30 | 1440 | > th | dose independent | rect. | 14 | 5 |
132 | 150.36 | temperature | 25 | 1440 | > th | dose dependent | sin | 21 | NA |
140 | 150.37 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
225 | 150.56 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 11 |
305 | 150.77 | temperature | 30 | 1440 | > th | dose independent | rect. | 13 | 3 |
334 | 150.90 | temperature | 30 | 1440 | < th | dose independent | sin | 14 | NA |
336 | 150.90 | temperature | 25 | 1440 | > th | dose dependent | rect. | 13 | 1 |
380 | 151.07 | temperature | 30 | 1440 | > th | dose independent | sin | 14 | NA |
393 | 151.10 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 3 |
580 | 151.64 | temperature | 30 | 1440 | < th | dose independent | rect. | 18 | 22 |
614 | 151.71 | temperature | 30 | 1440 | < th | dose independent | rect. | 11 | 5 |
652 | 151.84 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 1 |
717 | 152.03 | temperature | 30 | 1440 | > th | dose independent | rect. | 18 | 22 |
774 | 152.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 7 | 18 |
775 | 152.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 7 | 20 |
779 | 152.25 | temperature | 30 | 1440 | < th | dose independent | rect. | 7 | 16 |
808 | 152.27 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
819 | 152.27 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 21 |
822 | 152.27 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 23 |
826 | 152.27 | temperature | 30 | 1440 | < th | dose independent | rect. | 24 | 23 |
829 | 152.28 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 17 |
832 | 152.28 | temperature | 30 | 1440 | < th | dose independent | rect. | 24 | 19 |
836 | 152.28 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 21 |
948 | 152.53 | temperature | 30 | 1440 | < th | dose independent | rect. | 7 | 9 |
954 | 152.55 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 18 |
960 | 152.56 | temperature | 30 | 1440 | < th | dose independent | rect. | 24 | 16 |
963 | 152.57 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
975 | 152.57 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 14 |