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Os04g0523600 |
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 = 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
234.51 | 0.719 | 4.9 | 1.09 | 3.46 | -1.68 | 0.884 | -0.629 | 0.0544 | 9.08 | 20.9 | 1461 | -- | -- |
235.03 | 0.714 | 4.88 | 1.2 | 3.46 | -1.55 | 0.953 | -- | 0.0994 | 9.07 | 21.2 | 1457 | -- | -- |
237.24 | 0.717 | 4.9 | 1.12 | 3.46 | -1.69 | -- | -0.64 | 0.0567 | 9.09 | 20.92 | 1460 | -- | -- |
237.94 | 0.718 | 4.88 | 1.27 | 3.47 | -1.62 | -- | -- | 0.0866 | 9.1 | 21 | 1525 | -- | -- |
886.78 | 1.39 | 4.99 | 1.28 | -- | -2.22 | -- | -1.27 | 0.175 | -- | 20.87 | 2208 | -- | -- |
299.36 | 0.811 | 4.97 | 0.545 | 3.47 | -- | 0.947 | -- | -0.322 | 9.12 | -- | -- | -- | -- |
302.51 | 0.814 | 4.97 | 0.579 | 3.46 | -- | -- | -- | -0.321 | 9.13 | -- | -- | -- | -- |
810.91 | 1.33 | 4.98 | 1.23 | -- | -1.97 | -- | -- | 0.234 | -- | 21.7 | 737 | -- | -- |
267.88 | 0.762 | 4.92 | -- | 3.4 | -0.994 | -- | -- | -0.0706 | 8.97 | 22.4 | 1182 | -- | -- |
996.16 | 1.47 | 5.06 | 0.57 | -- | -- | -- | -- | -0.302 | -- | -- | -- | -- | -- |
311.34 | 0.825 | 4.98 | -- | 3.47 | -- | -- | -- | -0.385 | 9.11 | -- | -- | -- | -- |
702.84 | 1.23 | 5.01 | -- | -- | -2.45 | -- | -- | 0.366 | -- | 25.3 | 644 | -- | -- |
1004.72 | 1.48 | 5.08 | -- | -- | -- | -- | -- | -0.365 | -- | -- | -- | -- | -- |
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 | 227.09 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 1 |
3 | 227.69 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 2 |
7 | 231.38 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 5 |
10 | 231.74 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 5 |
13 | 231.91 | wind | 3 | 14400 | < th | dose dependent | rect. | 21 | 5 |
20 | 232.45 | wind | 3 | 14400 | < th | dose dependent | rect. | 22 | 2 |
33 | 233.26 | temperature | 20 | 270 | > th | dose independent | rect. | 22 | 19 |
40 | 233.55 | wind | 1 | 14400 | > th | dose independent | rect. | 21 | 5 |
53 | 234.05 | temperature | 20 | 1440 | > th | dose independent | sin | 6 | NA |
57 | 234.08 | temperature | 20 | 1440 | > th | dose independent | rect. | 22 | 13 |
61 | 234.22 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 12 |
66 | 234.34 | temperature | 20 | 1440 | < th | dose independent | rect. | 22 | 10 |
67 | 234.35 | temperature | 20 | 1440 | < th | dose independent | sin | 7 | NA |
136 | 235.27 | wind | 1 | 14400 | < th | dose independent | rect. | 21 | 5 |
186 | 235.92 | temperature | 25 | 720 | < th | dose dependent | rect. | 18 | 18 |
226 | 236.45 | temperature | 20 | 1440 | < th | dose independent | rect. | 17 | 14 |
228 | 236.47 | temperature | 20 | 1440 | > th | dose independent | rect. | 17 | 14 |
300 | 237.05 | wind | 3 | 14400 | < th | dose dependent | rect. | 19 | 12 |
330 | 237.29 | temperature | 25 | 720 | < th | dose dependent | sin | 11 | NA |
344 | 237.39 | temperature | 15 | 720 | > th | dose dependent | rect. | 22 | 5 |
355 | 237.50 | temperature | 20 | 270 | > th | dose independent | rect. | 22 | 10 |
372 | 237.62 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 1 |
470 | 238.39 | wind | 3 | 14400 | < th | dose dependent | rect. | 20 | 18 |
503 | 238.55 | temperature | 30 | 1440 | < th | dose dependent | rect. | 23 | 2 |
504 | 238.56 | temperature | 15 | 1440 | > th | dose dependent | rect. | 23 | 2 |
510 | 238.58 | wind | 3 | 14400 | < th | dose dependent | sin | 12 | NA |
585 | 238.95 | temperature | 30 | 1440 | < th | dose dependent | rect. | 23 | 4 |
626 | 239.17 | wind | 1 | 14400 | < th | dose independent | rect. | 21 | 2 |
642 | 239.24 | temperature | 30 | 1440 | < th | dose dependent | rect. | 23 | 6 |
652 | 239.29 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 23 |
676 | 239.38 | temperature | 25 | 1440 | < th | dose dependent | rect. | 21 | 6 |
687 | 239.44 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
704 | 239.50 | temperature | 25 | 720 | < th | dose dependent | rect. | 7 | 23 |
707 | 239.53 | temperature | 20 | 720 | > th | dose independent | rect. | 22 | 5 |
718 | 239.57 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 23 |
741 | 239.70 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
786 | 239.95 | temperature | 25 | 720 | < th | dose dependent | no | NA | NA |
796 | 239.98 | wind | 3 | 14400 | < th | dose dependent | rect. | 1 | 1 |
848 | 240.19 | wind | 1 | 43200 | < th | dose independent | rect. | 12 | 1 |
855 | 240.22 | temperature | 10 | 1440 | > th | dose dependent | rect. | 2 | 1 |
870 | 240.26 | temperature | 10 | 720 | > th | dose dependent | rect. | 20 | 14 |
875 | 240.29 | wind | 1 | 14400 | > th | dose independent | rect. | 19 | 12 |
892 | 240.35 | temperature | 25 | 1440 | < th | dose dependent | rect. | 2 | 1 |
931 | 240.50 | wind | 3 | 43200 | < th | dose dependent | rect. | 12 | 1 |
965 | 240.59 | temperature | 25 | 720 | < th | dose dependent | rect. | 2 | 23 |
990 | 240.72 | wind | 1 | 43200 | > th | dose independent | rect. | 12 | 1 |
991 | 240.72 | temperature | 20 | 1440 | < th | dose dependent | rect. | 4 | 1 |
994 | 240.73 | temperature | 10 | 1440 | > th | dose dependent | rect. | 4 | 1 |