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Os08g0529800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : AB-hydrolase associated lipase region 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 = radiation,
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
215.65 | 0.69 | 5.08 | 1.36 | 1.35 | -0.628 | 0.0497 | 2.48 | 0.699 | 2.58 | 21.05 | 1348 | -- | -- |
228.96 | 0.705 | 5.12 | 1.2 | 1.26 | -0.672 | 0.785 | -- | 0.63 | 2.71 | 20.03 | 1508 | -- | -- |
215.61 | 0.684 | 5.08 | 1.37 | 1.35 | -0.639 | -- | 2.46 | 0.7 | 2.59 | 20.73 | 1347 | -- | -- |
225.05 | 0.699 | 5.13 | 1.01 | 1.41 | -0.752 | -- | -- | 0.594 | 2.06 | 12.95 | 1189 | -- | -- |
290.53 | 0.794 | 5.05 | 1.48 | -- | -1.19 | -- | 3.07 | 0.814 | -- | 20.11 | 1815 | -- | -- |
236.33 | 0.721 | 5.17 | 0.809 | 1.28 | -- | 0.228 | -- | 0.385 | 2.72 | -- | -- | -- | -- |
236.51 | 0.72 | 5.18 | 0.803 | 1.28 | -- | -- | -- | 0.384 | 2.74 | -- | -- | -- | -- |
274.58 | 0.772 | 5.11 | 1.27 | -- | -1.7 | -- | -- | 0.737 | -- | 10.01 | 1883 | -- | -- |
243.31 | 0.726 | 5.17 | -- | 1.32 | -0.666 | -- | -- | 0.438 | 2.23 | 19.17 | 2404 | -- | -- |
331.28 | 0.85 | 5.17 | 0.858 | -- | -- | -- | -- | 0.416 | -- | -- | -- | -- | -- |
253.51 | 0.745 | 5.2 | -- | 1.29 | -- | -- | -- | 0.294 | 2.75 | -- | -- | -- | -- |
266.65 | 0.761 | 5.19 | -- | -- | -1.61 | -- | -- | 0.496 | -- | 4.02 | 1867 | -- | -- |
350.68 | 0.874 | 5.19 | -- | -- | -- | -- | -- | 0.321 | -- | -- | -- | -- | -- |
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 | 208.39 | wind | 9 | 43200 | > th | dose dependent | rect. | 15 | 1 |
2 | 212.18 | atmosphere | 1005 | 90 | < th | dose dependent | rect. | 5 | 13 |
4 | 212.23 | atmosphere | 1005 | 10 | < th | dose dependent | rect. | 5 | 14 |
24 | 212.95 | wind | 9 | 43200 | > th | dose dependent | rect. | 12 | 2 |
26 | 213.01 | atmosphere | 1000 | 720 | > th | dose independent | rect. | 3 | 8 |
28 | 213.06 | temperature | 25 | 43200 | > th | dose independent | rect. | 22 | 1 |
37 | 213.23 | radiation | 30 | 1440 | > th | dose independent | rect. | 14 | 20 |
44 | 213.28 | temperature | 30 | 43200 | > th | dose dependent | rect. | 12 | 1 |
47 | 213.31 | temperature | 30 | 43200 | > th | dose independent | rect. | 10 | 1 |
48 | 213.32 | atmosphere | 1005 | 720 | < th | dose dependent | rect. | 5 | 4 |
53 | 213.36 | temperature | 25 | 43200 | < th | dose independent | rect. | 22 | 1 |
54 | 213.39 | temperature | 30 | 43200 | < th | dose independent | rect. | 10 | 1 |
56 | 213.44 | radiation | 10 | 43200 | > th | dose independent | rect. | 12 | 1 |
62 | 213.50 | atmosphere | 1005 | 720 | < th | dose dependent | rect. | 7 | 1 |
66 | 213.55 | temperature | 30 | 43200 | < th | dose independent | rect. | 8 | 3 |
69 | 213.55 | temperature | 30 | 43200 | < th | dose independent | rect. | 6 | 5 |
78 | 213.55 | temperature | 30 | 43200 | < th | dose independent | rect. | 24 | 11 |
81 | 213.55 | temperature | 30 | 43200 | < th | dose independent | rect. | 22 | 13 |
99 | 213.66 | temperature | 30 | 43200 | > th | dose dependent | rect. | 18 | 20 |
100 | 213.67 | temperature | 25 | 43200 | > th | dose dependent | rect. | 6 | 1 |
101 | 213.67 | radiation | 10 | 43200 | < th | dose dependent | rect. | 10 | 3 |
102 | 213.67 | temperature | 30 | 43200 | > th | dose dependent | rect. | 8 | 6 |
121 | 213.69 | atmosphere | 1000 | 720 | < th | dose dependent | rect. | 5 | 6 |
127 | 213.73 | temperature | 30 | 43200 | > th | dose dependent | rect. | 10 | 1 |
129 | 213.73 | temperature | 30 | 43200 | > th | dose dependent | rect. | 18 | 17 |
148 | 213.77 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 1 |
149 | 213.77 | temperature | 30 | 43200 | > th | dose dependent | sin | 7 | NA |
153 | 213.78 | temperature | 25 | 43200 | > th | dose dependent | rect. | 22 | 1 |
200 | 213.90 | wind | 9 | 43200 | > th | dose independent | rect. | 15 | 1 |
202 | 213.90 | temperature | 25 | 43200 | > th | dose dependent | rect. | 1 | 6 |
208 | 213.95 | radiation | 20 | 1440 | > th | dose independent | rect. | 12 | 22 |
231 | 213.98 | temperature | 25 | 43200 | > th | dose dependent | rect. | 3 | 4 |
244 | 214.00 | temperature | 25 | 43200 | > th | dose dependent | rect. | 21 | 11 |
268 | 214.06 | temperature | 25 | 43200 | > th | dose dependent | rect. | 21 | 5 |
272 | 214.07 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 13 | 1 |
281 | 214.09 | radiation | 30 | 1440 | > th | dose independent | sin | 12 | NA |
286 | 214.10 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 1 |
289 | 214.10 | atmosphere | 1005 | 14400 | > th | dose dependent | rect. | 6 | 1 |
347 | 214.19 | temperature | 30 | 43200 | > th | dose dependent | rect. | 12 | 23 |
348 | 214.20 | atmosphere | 1010 | 14400 | > th | dose independent | rect. | 13 | 1 |
350 | 214.20 | temperature | 30 | 43200 | > th | dose dependent | no | NA | NA |
351 | 214.20 | temperature | 25 | 43200 | > th | dose dependent | rect. | 1 | 1 |
476 | 214.22 | radiation | 30 | 1440 | < th | dose independent | rect. | 14 | 20 |
601 | 214.37 | temperature | 30 | 43200 | > th | dose independent | sin | 8 | NA |
602 | 214.37 | temperature | 30 | 43200 | < th | dose independent | sin | 9 | NA |
607 | 214.38 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 16 | 1 |
615 | 214.40 | temperature | 25 | 43200 | > th | dose dependent | rect. | 3 | 1 |
646 | 214.44 | atmosphere | 1005 | 14400 | > th | dose dependent | rect. | 10 | 1 |
689 | 214.49 | atmosphere | 1000 | 720 | > th | dose independent | rect. | 5 | 7 |
802 | 214.63 | atmosphere | 1010 | 14400 | < th | dose independent | rect. | 8 | 9 |
819 | 214.66 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 21 | 1 |
820 | 214.66 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 21 | 1 |
845 | 214.67 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 3 | 1 |
897 | 214.72 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 3 | 1 |
916 | 214.74 | atmosphere | 1015 | 43200 | < th | dose independent | rect. | 20 | 9 |
950 | 214.77 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 21 | 8 |
970 | 214.80 | atmosphere | 1010 | 14400 | > th | dose independent | rect. | 16 | 1 |
978 | 214.81 | atmosphere | 1015 | 43200 | > th | dose independent | rect. | 24 | 4 |
996 | 214.83 | humidity | 50 | 43200 | > th | dose independent | rect. | 12 | 1 |