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Os06g0602800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Glycosyl transferase, family 14 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
24.63 | 0.233 | 12 | 0.963 | 0.418 | 0.489 | 0.302 | -0.0622 | 0.528 | 2.31 | 0.3364 | 1433 | -- | -- |
24.63 | 0.231 | 12 | 0.96 | 0.417 | 0.494 | 0.305 | -- | 0.531 | 2.29 | 0.3301 | 1430 | -- | -- |
24.95 | 0.233 | 12 | 0.957 | 0.418 | 0.47 | -- | -0.123 | 0.528 | 2.27 | 0.3352 | 1426 | -- | -- |
24.97 | 0.233 | 12 | 0.954 | 0.417 | 0.495 | -- | -- | 0.526 | 2.32 | 0.33 | 1431 | -- | -- |
25.62 | 0.236 | 12 | 0.993 | -- | 0.753 | -- | 0.0209 | 0.523 | -- | 0.4209 | 1780 | -- | -- |
27.45 | 0.246 | 12 | 0.835 | 0.412 | -- | 0.251 | -- | 0.463 | 2.34 | -- | -- | -- | -- |
27.68 | 0.246 | 12 | 0.828 | 0.412 | -- | -- | -- | 0.461 | 2.34 | -- | -- | -- | -- |
25.53 | 0.235 | 12 | 0.952 | -- | 0.796 | -- | -- | 0.523 | -- | 0.42 | 1767 | -- | -- |
43.18 | 0.306 | 12 | -- | 0.43 | 0.349 | -- | -- | 0.486 | 2.41 | 8.98 | 7340 | -- | -- |
37.76 | 0.287 | 12 | 0.846 | -- | -- | -- | -- | 0.471 | -- | -- | -- | -- | -- |
45.76 | 0.316 | 12 | -- | 0.428 | -- | -- | -- | 0.369 | 2.38 | -- | -- | -- | -- |
48.61 | 0.325 | 12 | -- | -- | 0.772 | -- | -- | 0.483 | -- | 1.625 | 1792 | -- | -- |
56.62 | 0.351 | 12 | -- | -- | -- | -- | -- | 0.377 | -- | -- | -- | -- | -- |
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 | 22.25 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 24 | 4 |
2 | 22.29 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 6 |
5 | 22.51 | wind | 5.0 | 14400 | > th | dose independent | rect. | 19 | 2 |
6 | 22.52 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 18 |
8 | 22.60 | wind | 5.0 | 14400 | > th | dose dependent | rect. | 17 | 4 |
9 | 22.60 | temperature | 30.0 | 30 | < th | dose dependent | rect. | 5 | 16 |
10 | 22.61 | wind | 5.0 | 14400 | < th | dose independent | rect. | 19 | 2 |
18 | 22.71 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 18 | 3 |
19 | 22.72 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 18 |
25 | 22.77 | temperature | 30.0 | 90 | < th | dose dependent | rect. | 3 | 16 |
38 | 22.86 | wind | 9.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
57 | 22.97 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 8 | 1 |
58 | 22.97 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 8 | 4 |
74 | 22.98 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
75 | 22.98 | atmosphere | 1010.0 | 43200 | < th | dose dependent | sin | 1 | NA |
79 | 22.98 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 11 | 1 |
95 | 22.98 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 4 | 6 |
140 | 22.99 | atmosphere | 1010.0 | 43200 | < th | dose dependent | sin | 23 | NA |
192 | 23.00 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
198 | 23.00 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 14 | 1 |
199 | 23.00 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
258 | 23.01 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 4 | 1 |
319 | 23.01 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 14 | 22 |
340 | 23.02 | atmosphere | 1010.0 | 43200 | < th | dose dependent | no | NA | NA |
419 | 23.03 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 1 | 8 |
624 | 23.08 | atmosphere | 995.0 | 43200 | > th | dose dependent | rect. | 7 | 1 |
625 | 23.08 | atmosphere | 995.0 | 43200 | > th | dose dependent | rect. | 10 | 1 |
628 | 23.08 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 22 | 1 |
668 | 23.09 | atmosphere | 995.0 | 43200 | > th | dose dependent | rect. | 14 | 1 |
737 | 23.10 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 18 | 6 |
780 | 23.11 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 19 | 1 |
851 | 23.12 | atmosphere | 1010.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |