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Os12g0438900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Microsomal signal peptidase 12 kDa subunit 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
36.58 | 0.284 | 10.2 | 0.918 | 0.171 | 1.07 | -0.741 | 1.18 | 0.181 | 5.34 | 24.2 | 208 | -- | -- |
38.02 | 0.287 | 10.2 | 1.06 | 0.186 | 0.936 | -0.423 | -- | 0.221 | 5.65 | 24.4 | 167 | -- | -- |
37.42 | 0.285 | 10.2 | 0.959 | 0.182 | 1.05 | -- | 0.862 | 0.191 | 6.4 | 24.2 | 165 | -- | -- |
38.45 | 0.289 | 10.2 | 1.07 | 0.194 | 0.941 | -- | -- | 0.22 | 6.29 | 24.38 | 159 | -- | -- |
39.05 | 0.291 | 10.2 | 0.983 | -- | 1.08 | -- | 0.828 | 0.212 | -- | 24.4 | 174 | -- | -- |
50.85 | 0.334 | 10.2 | 0.846 | 0.274 | -- | -0.474 | -- | 0.0518 | 4.89 | -- | -- | -- | -- |
51.43 | 0.336 | 10.2 | 0.847 | 0.27 | -- | -- | -- | 0.0541 | 4.74 | -- | -- | -- | -- |
39.77 | 0.294 | 10.2 | 1.09 | -- | 0.964 | -- | -- | 0.26 | -- | 25.65 | 172 | -- | -- |
66.12 | 0.381 | 10.2 | -- | 0.248 | 0.517 | -- | -- | 0.0332 | 5.8 | 24.2 | 58 | -- | -- |
55.3 | 0.347 | 10.2 | 0.858 | -- | -- | -- | -- | 0.0612 | -- | -- | -- | -- | -- |
70.35 | 0.392 | 10.3 | -- | 0.286 | -- | -- | -- | -0.0403 | 4.66 | -- | -- | -- | -- |
68.52 | 0.386 | 10.2 | -- | -- | 0.58 | -- | -- | 0.0695 | -- | 25.8 | 155 | -- | -- |
74.7 | 0.403 | 10.3 | -- | -- | -- | -- | -- | -0.034 | -- | -- | -- | -- | -- |
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 | 35.00 | temperature | 20.0 | 720 | > th | dose dependent | rect. | 17 | 8 |
3 | 35.19 | temperature | 30.0 | 720 | < th | dose dependent | rect. | 19 | 4 |
4 | 35.24 | temperature | 10.0 | 720 | > th | dose dependent | rect. | 17 | 8 |
14 | 35.66 | temperature | 25.0 | 90 | < th | dose dependent | sin | 6 | NA |
30 | 36.10 | temperature | 25.0 | 270 | < th | dose dependent | sin | 9 | NA |
45 | 36.44 | temperature | 15.0 | 270 | > th | dose dependent | sin | 10 | NA |
58 | 36.63 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 23 |
69 | 36.81 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 10 | 22 |
88 | 37.05 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 21 | 11 |
108 | 37.19 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 17 | 16 |
111 | 37.24 | temperature | 25.0 | 720 | > th | dose independent | rect. | 16 | 8 |
115 | 37.25 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 14 |
128 | 37.32 | temperature | 30.0 | 270 | < th | dose dependent | rect. | 19 | 12 |
144 | 37.36 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 21 | 23 |
155 | 37.42 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 20 |
156 | 37.42 | temperature | 25.0 | 270 | < th | dose dependent | rect. | 16 | 21 |
203 | 37.53 | temperature | 25.0 | 720 | < th | dose independent | rect. | 17 | 6 |
209 | 37.55 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 23 | 18 |
229 | 37.63 | temperature | 25.0 | 270 | < th | dose dependent | no | NA | NA |
244 | 37.68 | temperature | 20.0 | 720 | > th | dose dependent | sin | 14 | NA |
263 | 37.71 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 5 | 23 |
280 | 37.75 | temperature | 25.0 | 720 | > th | dose dependent | rect. | 21 | 3 |
290 | 37.78 | temperature | 30.0 | 720 | < th | dose dependent | sin | 15 | NA |
345 | 37.96 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 17 | 1 |
368 | 38.01 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 1 | 23 |
434 | 38.20 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 3 | 23 |
493 | 38.34 | temperature | 20.0 | 270 | > th | dose independent | rect. | 6 | 23 |
497 | 38.34 | temperature | 25.0 | 30 | < th | dose dependent | rect. | 7 | 23 |
520 | 38.39 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 17 | 1 |
629 | 38.65 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 17 | 1 |
632 | 38.65 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 17 | 1 |
644 | 38.66 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 24 | 12 |
675 | 38.73 | temperature | 10.0 | 720 | > th | dose dependent | sin | 14 | NA |
679 | 38.74 | temperature | 25.0 | 720 | > th | dose independent | sin | 15 | NA |
709 | 38.83 | precipitation | 0.1 | 4320 | > th | dose dependent | rect. | 13 | 5 |
711 | 38.84 | temperature | 25.0 | 720 | < th | dose independent | sin | 15 | NA |
789 | 39.04 | temperature | 25.0 | 720 | > th | dose independent | rect. | 17 | 2 |
806 | 39.07 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 10 | 15 |
889 | 39.26 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 7 | 11 |
898 | 39.28 | temperature | 20.0 | 270 | > th | dose independent | rect. | 14 | 23 |
899 | 39.28 | temperature | 20.0 | 270 | < th | dose independent | rect. | 23 | 23 |
913 | 39.30 | temperature | 20.0 | 270 | < th | dose independent | rect. | 9 | 22 |
918 | 39.31 | atmosphere | 995.0 | 14400 | > th | dose independent | rect. | 7 | 14 |
941 | 39.36 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 17 | 4 |
978 | 39.44 | wind | 7.0 | 43200 | > th | dose independent | rect. | 17 | 4 |
979 | 39.44 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 17 | 2 |
985 | 39.45 | atmosphere | 995.0 | 14400 | < th | dose dependent | rect. | 14 | 5 |