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Os04g0533300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to Remorin (pp34).
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
45.8 | 0.318 | 15.3 | 0.227 | 0.73 | 0.412 | -0.248 | -0.877 | -0.0347 | 15.4 | 19.51 | 1263 | -- | -- |
47.47 | 0.321 | 15.3 | 0.224 | 0.738 | 0.405 | -0.391 | -- | -0.0423 | 15.3 | 19.5 | 1326 | -- | -- |
45.94 | 0.316 | 15.3 | 0.226 | 0.731 | 0.415 | -- | -0.964 | -0.0337 | 15.5 | 19.51 | 1244 | -- | -- |
47.9 | 0.322 | 15.3 | 0.19 | 0.709 | 0.404 | -- | -- | -0.0478 | 15.5 | 19.51 | 1270 | -- | -- |
75.52 | 0.405 | 15.3 | 0.204 | -- | 0.473 | -- | -0.898 | -0.0283 | -- | 19.26 | 1273 | -- | -- |
52.3 | 0.339 | 15.3 | 0.123 | 0.775 | -- | -0.406 | -- | -0.144 | 14.8 | -- | -- | -- | -- |
52.84 | 0.34 | 15.3 | 0.114 | 0.776 | -- | -- | -- | -0.146 | 15 | -- | -- | -- | -- |
76.63 | 0.408 | 15.3 | 0.125 | -- | 0.519 | -- | -- | -0.0584 | -- | 19.2 | 1295 | -- | -- |
48.43 | 0.324 | 15.3 | -- | 0.731 | 0.394 | -- | -- | -0.057 | 15.4 | 19.51 | 1274 | -- | -- |
87.49 | 0.437 | 15.3 | 0.0804 | -- | -- | -- | -- | -0.166 | -- | -- | -- | -- | -- |
53.18 | 0.341 | 15.3 | -- | 0.774 | -- | -- | -- | -0.158 | 15 | -- | -- | -- | -- |
77.08 | 0.409 | 15.3 | -- | -- | 0.525 | -- | -- | -0.06 | -- | 19.23 | 1294 | -- | -- |
87.66 | 0.437 | 15.3 | -- | -- | -- | -- | -- | -0.175 | -- | -- | -- | -- | -- |
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 | 42.28 | wind | 1 | 43200 | > th | dose independent | rect. | 4 | 2 |
2 | 42.43 | wind | 1 | 43200 | < th | dose independent | rect. | 4 | 2 |
3 | 42.52 | wind | 1 | 43200 | < th | dose dependent | rect. | 4 | 1 |
4 | 42.69 | radiation | 1 | 14400 | < th | dose independent | rect. | 18 | 12 |
5 | 42.75 | radiation | 1 | 14400 | > th | dose independent | rect. | 18 | 12 |
6 | 42.79 | temperature | 20 | 43200 | > th | dose dependent | rect. | 10 | 1 |
15 | 42.88 | temperature | 30 | 43200 | < th | dose dependent | rect. | 10 | 1 |
20 | 42.90 | wind | 1 | 43200 | > th | dose independent | rect. | 2 | 4 |
26 | 42.91 | temperature | 25 | 43200 | < th | dose independent | rect. | 10 | 1 |
30 | 42.92 | temperature | 25 | 43200 | > th | dose independent | rect. | 9 | 2 |
33 | 42.93 | temperature | 15 | 43200 | > th | dose dependent | rect. | 19 | 1 |
59 | 42.96 | temperature | 25 | 43200 | < th | dose independent | rect. | 8 | 6 |
62 | 42.96 | temperature | 30 | 43200 | < th | dose dependent | rect. | 19 | 1 |
83 | 42.98 | temperature | 25 | 43200 | > th | dose independent | rect. | 8 | 6 |
109 | 42.99 | temperature | 15 | 43200 | > th | dose dependent | rect. | 8 | 14 |
143 | 43.01 | temperature | 10 | 43200 | > th | dose dependent | rect. | 13 | 1 |
218 | 43.03 | temperature | 30 | 43200 | < th | dose dependent | rect. | 8 | 14 |
268 | 43.05 | wind | 1 | 43200 | < th | dose independent | rect. | 2 | 3 |
272 | 43.05 | temperature | 25 | 43200 | < th | dose independent | rect. | 9 | 12 |
275 | 43.05 | temperature | 15 | 43200 | > th | dose dependent | sin | 20 | NA |
418 | 43.08 | temperature | 25 | 43200 | < th | dose independent | sin | 22 | NA |
422 | 43.08 | temperature | 25 | 43200 | > th | dose independent | rect. | 9 | 12 |
427 | 43.08 | temperature | 30 | 43200 | < th | dose dependent | sin | 21 | NA |
450 | 43.08 | temperature | 30 | 43200 | < th | dose dependent | rect. | 13 | 9 |
544 | 43.10 | temperature | 25 | 43200 | > th | dose independent | sin | 23 | NA |
560 | 43.10 | temperature | 30 | 43200 | < th | dose dependent | rect. | 13 | 1 |
939 | 43.16 | wind | 3 | 43200 | > th | dose independent | rect. | 19 | 1 |
950 | 43.16 | temperature | 15 | 43200 | > th | dose dependent | no | NA | NA |
998 | 43.16 | temperature | 15 | 43200 | > th | dose dependent | rect. | 18 | 20 |