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Os02g0558100 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Similar to C1C-Nt1 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
39.54 | 0.295 | 10.1 | 0.81 | 1.68 | -0.416 | -0.995 | 6.33 | 0.151 | 7.06 | 29.25 | 1430 | -- | -- |
42.9 | 0.305 | 10.3 | -0.329 | 1.72 | 0.308 | -0.576 | -- | 0.147 | 6.88 | 31.67 | 3019 | -- | -- |
42.1 | 0.302 | 10.1 | 0.793 | 1.68 | -0.417 | -- | 6.4 | 0.16 | 7.1 | 29.16 | 1453 | -- | -- |
43.49 | 0.307 | 10.3 | -0.454 | 1.7 | 0.407 | -- | -- | 0.111 | 7.12 | 30.3 | 3837 | -- | -- |
190.35 | 0.643 | 10.2 | 1.01 | -- | -0.431 | -- | 6.8 | 0.246 | -- | 28.8 | 1419 | -- | -- |
46.57 | 0.32 | 10.3 | -0.34 | 1.71 | -- | -0.968 | -- | 0.0391 | 6.99 | -- | -- | -- | -- |
48.99 | 0.328 | 10.3 | -0.357 | 1.7 | -- | -- | -- | 0.0418 | 7.03 | -- | -- | -- | -- |
193.23 | 0.647 | 10.3 | -0.45 | -- | 0.397 | -- | -- | 0.132 | -- | 30.1 | 5731 | -- | -- |
48.66 | 0.325 | 10.3 | -- | 1.7 | 0.329 | -- | -- | 0.145 | 7.11 | 30.9 | 3890 | -- | -- |
201.97 | 0.664 | 10.3 | -0.323 | -- | -- | -- | -- | 0.0729 | -- | -- | -- | -- | -- |
52.36 | 0.338 | 10.3 | -- | 1.7 | -- | -- | -- | 0.0816 | 7.04 | -- | -- | -- | -- |
195.39 | 0.651 | 10.4 | -- | -- | 0.342 | -- | -- | 0.0552 | -- | 34 | 7059 | -- | -- |
204.73 | 0.668 | 10.3 | -- | -- | -- | -- | -- | 0.109 | -- | -- | -- | -- | -- |
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 | 37.83 | temperature | 25.0 | 4320 | < th | dose independent | rect. | 5 | 1 |
2 | 37.87 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 5 | 1 |
3 | 38.10 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 5 | 1 |
5 | 38.33 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 4 | 3 |
21 | 39.27 | temperature | 30.0 | 1440 | < th | dose independent | sin | 11 | NA |
24 | 39.38 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 15 | 20 |
26 | 39.39 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 15 | 16 |
29 | 39.40 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 15 | 14 |
32 | 39.41 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 15 | 12 |
34 | 39.42 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 15 | 8 |
39 | 39.43 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 15 | 20 |
42 | 39.44 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 15 | 4 |
45 | 39.45 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 15 | 4 |
64 | 39.48 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 14 | 22 |
73 | 39.49 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 14 | 1 |
74 | 39.49 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 5 |
121 | 39.57 | temperature | 30.0 | 1440 | > th | dose independent | sin | 11 | NA |
134 | 39.61 | temperature | 15.0 | 10 | > th | dose dependent | rect. | 20 | 10 |
144 | 39.63 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 8 |
161 | 39.67 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 9 | 10 |
179 | 39.68 | temperature | 30.0 | 1440 | > th | dose independent | no | NA | NA |
308 | 39.70 | temperature | 30.0 | 1440 | > th | dose independent | sin | 18 | NA |
310 | 39.70 | temperature | 30.0 | 1440 | < th | dose independent | no | NA | NA |
312 | 39.70 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 20 |
313 | 39.70 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 2 | 21 |
321 | 39.70 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 21 | 22 |
323 | 39.70 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 4 | 23 |
337 | 39.71 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 15 |
339 | 39.71 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 1 | 18 |
340 | 39.71 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 5 | 18 |
341 | 39.71 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 18 |
390 | 39.72 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 4 | 15 |
436 | 39.73 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 9 | 10 |
439 | 39.73 | temperature | 30.0 | 1440 | < th | dose independent | rect. | 6 | 13 |
443 | 39.73 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 17 | 14 |
474 | 39.74 | temperature | 30.0 | 1440 | > th | dose independent | rect. | 17 | 23 |
619 | 39.80 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 17 | 10 |
642 | 39.80 | temperature | 30.0 | 4320 | > th | dose dependent | sin | 15 | NA |
662 | 39.80 | temperature | 30.0 | 1440 | > th | dose dependent | rect. | 14 | 22 |
703 | 39.82 | temperature | 30.0 | 1440 | > th | dose dependent | sin | 23 | NA |
725 | 39.83 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 17 | 6 |
732 | 39.83 | temperature | 30.0 | 1440 | > th | dose dependent | sin | 21 | NA |
738 | 39.83 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 5 |
862 | 39.85 | temperature | 30.0 | 1440 | > th | dose dependent | no | NA | NA |