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Os03g0729900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : BSD 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
23.81 | 0.229 | 9.14 | 0.168 | 0.505 | -0.504 | -0.512 | -0.143 | 0.12 | 4.48 | 9.05 | 79 | -- | -- |
23.84 | 0.227 | 9.14 | 0.166 | 0.503 | -0.5 | -0.472 | -- | 0.12 | 4.51 | 8.57 | 79 | -- | -- |
24.41 | 0.23 | 9.14 | 0.17 | 0.499 | -0.503 | -- | 0.0714 | 0.125 | 4.51 | 8.542 | 72 | -- | -- |
24.42 | 0.23 | 9.14 | 0.168 | 0.503 | -0.507 | -- | -- | 0.12 | 4.52 | 8.737 | 72 | -- | -- |
31.03 | 0.259 | 9.14 | 0.204 | -- | -0.761 | -- | 0.418 | 0.164 | -- | -13.4 | 268 | -- | -- |
27.53 | 0.246 | 9.15 | 0.159 | 0.664 | -- | -0.426 | -- | 0.0998 | 3.38 | -- | -- | -- | -- |
28.1 | 0.248 | 9.15 | 0.166 | 0.661 | -- | -- | -- | 0.102 | 3.34 | -- | -- | -- | -- |
31.39 | 0.261 | 9.14 | 0.203 | -- | -0.764 | -- | -- | 0.162 | -- | -1.926 | 263 | -- | -- |
25.17 | 0.234 | 9.15 | -- | 0.516 | -0.5 | -- | -- | 0.101 | 4.38 | 11.48 | 73 | -- | -- |
52.73 | 0.339 | 9.15 | 0.194 | -- | -- | -- | -- | 0.12 | -- | -- | -- | -- | -- |
28.83 | 0.251 | 9.15 | -- | 0.664 | -- | -- | -- | 0.0838 | 3.34 | -- | -- | -- | -- |
32.47 | 0.265 | 9.14 | -- | -- | -0.751 | -- | -- | 0.138 | -- | -1.76 | 230 | -- | -- |
53.73 | 0.342 | 9.15 | -- | -- | -- | -- | -- | 0.0982 | -- | -- | -- | -- | -- |
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 | 22.86 | radiation | 10 | 270 | > th | dose independent | rect. | 6 | 7 |
12 | 22.86 | wind | 5 | 270 | < th | dose independent | rect. | 13 | 18 |
16 | 22.95 | radiation | 1 | 270 | > th | dose dependent | rect. | 9 | 1 |
18 | 23.04 | radiation | 20 | 270 | > th | dose independent | rect. | 9 | 2 |
20 | 23.07 | radiation | 10 | 270 | > th | dose independent | sin | 6 | NA |
23 | 23.10 | radiation | 1 | 90 | > th | dose dependent | rect. | 7 | 7 |
25 | 23.11 | radiation | 40 | 10 | < th | dose independent | rect. | 4 | 17 |
47 | 23.23 | radiation | 30 | 270 | < th | dose dependent | sin | 6 | NA |
51 | 23.26 | radiation | 1 | 270 | > th | dose dependent | sin | 7 | NA |
56 | 23.28 | radiation | 1 | 270 | > th | dose dependent | rect. | 7 | 4 |
57 | 23.29 | temperature | 10 | 270 | > th | dose dependent | rect. | 7 | 6 |
59 | 23.30 | humidity | 80 | 270 | < th | dose independent | rect. | 21 | 16 |
122 | 23.35 | radiation | 20 | 270 | < th | dose dependent | rect. | 2 | 12 |
128 | 23.38 | radiation | 20 | 30 | < th | dose independent | rect. | 4 | 17 |
158 | 23.41 | radiation | 10 | 90 | > th | dose dependent | sin | 4 | NA |
210 | 23.43 | temperature | 20 | 90 | > th | dose dependent | rect. | 9 | 4 |
214 | 23.44 | temperature | 15 | 270 | > th | dose dependent | rect. | 9 | 1 |
227 | 23.45 | radiation | 40 | 90 | < th | dose independent | rect. | 23 | 22 |
258 | 23.46 | humidity | 50 | 270 | > th | dose independent | rect. | 7 | 19 |
261 | 23.46 | humidity | 50 | 270 | > th | dose independent | rect. | 5 | 23 |
271 | 23.48 | atmosphere | 1005 | 30 | > th | dose dependent | rect. | 24 | 9 |
316 | 23.52 | radiation | 40 | 10 | < th | dose dependent | rect. | 6 | 15 |
336 | 23.54 | radiation | 40 | 90 | < th | dose dependent | rect. | 4 | 16 |
345 | 23.56 | radiation | 20 | 30 | < th | dose independent | rect. | 6 | 15 |
350 | 23.56 | radiation | 10 | 90 | > th | dose dependent | rect. | 15 | 23 |
365 | 23.59 | radiation | 40 | 10 | < th | dose dependent | rect. | 4 | 17 |
367 | 23.60 | radiation | 20 | 30 | < th | dose independent | rect. | 23 | 23 |
369 | 23.60 | radiation | 40 | 270 | < th | dose dependent | rect. | 2 | 15 |
399 | 23.64 | radiation | 40 | 10 | < th | dose independent | rect. | 11 | 23 |
401 | 23.64 | radiation | 40 | 90 | < th | dose dependent | sin | 2 | NA |
495 | 23.71 | radiation | 40 | 90 | < th | dose independent | rect. | 11 | 22 |
497 | 23.71 | radiation | 40 | 90 | > th | dose independent | rect. | 14 | 23 |
545 | 23.74 | radiation | 40 | 90 | > th | dose independent | rect. | 8 | 5 |
567 | 23.74 | atmosphere | 1000 | 270 | > th | dose dependent | rect. | 2 | 5 |
571 | 23.74 | radiation | 40 | 10 | < th | dose dependent | rect. | 23 | 23 |
663 | 23.79 | radiation | 40 | 90 | < th | dose dependent | rect. | 23 | 22 |
693 | 23.81 | humidity | 80 | 270 | < th | dose independent | sin | 7 | NA |
694 | 23.81 | humidity | 80 | 270 | < th | dose independent | rect. | 7 | 6 |
729 | 23.81 | radiation | 40 | 10 | < th | dose dependent | rect. | 11 | 23 |
732 | 23.82 | humidity | 80 | 270 | < th | dose independent | rect. | 5 | 8 |
756 | 23.83 | humidity | 80 | 270 | < th | dose independent | rect. | 8 | 3 |
757 | 23.83 | humidity | 80 | 270 | < th | dose independent | rect. | 3 | 10 |
771 | 23.84 | humidity | 80 | 270 | < th | dose independent | rect. | 9 | 1 |
810 | 23.86 | radiation | 20 | 270 | < th | dose independent | sin | 8 | NA |
868 | 23.89 | radiation | 40 | 270 | > th | dose independent | rect. | 9 | 1 |
869 | 23.89 | radiation | 40 | 270 | < th | dose independent | rect. | 2 | 15 |
870 | 23.89 | radiation | 40 | 10 | < th | dose independent | rect. | 23 | 23 |
921 | 23.91 | wind | 1 | 270 | > th | dose independent | rect. | 13 | 18 |
940 | 23.92 | radiation | 40 | 90 | > th | dose independent | sin | 5 | NA |
943 | 23.92 | radiation | 40 | 10 | < th | dose independent | rect. | 2 | 19 |
954 | 23.93 | radiation | 20 | 30 | < th | dose independent | sin | 2 | NA |