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Os07g0166800 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Rad6 (Ubiquitin carrier 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
17.41 | 0.196 | 13.3 | -0.639 | 0.774 | -0.416 | 0.216 | -1.21 | -0.258 | 7.55 | 20.4 | 1444 | -- | -- |
19.55 | 0.206 | 13.3 | -0.435 | 0.78 | -0.229 | 0.26 | -- | -0.172 | 7.39 | 24.12 | 1212 | -- | -- |
17.53 | 0.195 | 13.3 | -0.64 | 0.775 | -0.409 | -- | -1.2 | -0.258 | 7.57 | 20.5 | 1429 | -- | -- |
19.6 | 0.206 | 13.3 | -0.449 | 0.799 | -0.228 | -- | -- | -0.192 | 7.48 | 24.5 | 1262 | -- | -- |
33.18 | 0.268 | 13.3 | -0.382 | -- | -0.608 | -- | -0.206 | -0.0894 | -- | 25.8 | 529 | -- | -- |
21.51 | 0.217 | 13.3 | -0.53 | 0.777 | -- | 0.239 | -- | -0.269 | 7.59 | -- | -- | -- | -- |
21.66 | 0.218 | 13.3 | -0.524 | 0.777 | -- | -- | -- | -0.269 | 7.61 | -- | -- | -- | -- |
33.24 | 0.269 | 13.3 | -0.333 | -- | -0.624 | -- | -- | -0.0728 | -- | 25.85 | 551 | -- | -- |
20.74 | 0.212 | 13.3 | -- | 0.776 | -0.421 | -- | -- | -0.0553 | 7.55 | 23.1 | 47520 | -- | -- |
54.07 | 0.344 | 13.3 | -0.513 | -- | -- | -- | -- | -0.258 | -- | -- | -- | -- | -- |
28.9 | 0.251 | 13.3 | -- | 0.773 | -- | -- | -- | -0.211 | 7.65 | -- | -- | -- | -- |
36.06 | 0.28 | 13.3 | -- | -- | -0.672 | -- | -- | -0.0233 | -- | 25.86 | 554 | -- | -- |
61.01 | 0.365 | 13.3 | -- | -- | -- | -- | -- | -0.201 | -- | -- | -- | -- | -- |
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 | 17.54 | temperature | 20 | 1440 | > th | dose independent | rect. | 13 | 16 |
5 | 17.56 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 11 |
15 | 17.57 | temperature | 20 | 1440 | > th | dose independent | sin | 13 | NA |
16 | 17.57 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 9 |
24 | 17.58 | temperature | 20 | 1440 | < th | dose independent | rect. | 13 | 16 |
48 | 17.60 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 9 |
50 | 17.60 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 11 |
64 | 17.60 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 22 |
76 | 17.61 | temperature | 20 | 1440 | > th | dose independent | rect. | 20 | 20 |
86 | 17.61 | temperature | 20 | 1440 | > th | dose independent | rect. | 5 | 23 |
91 | 17.61 | temperature | 25 | 720 | < th | dose dependent | rect. | 5 | 18 |
92 | 17.62 | temperature | 20 | 1440 | < th | dose independent | sin | 13 | NA |
100 | 17.62 | temperature | 20 | 1440 | > th | dose independent | rect. | 18 | 17 |
120 | 17.63 | temperature | 20 | 1440 | > th | dose independent | no | NA | NA |
174 | 17.64 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 23 |
196 | 17.65 | temperature | 20 | 1440 | < th | dose independent | rect. | 20 | 21 |
199 | 17.65 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 22 |
200 | 17.65 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 23 |
223 | 17.66 | temperature | 30 | 270 | < th | dose dependent | rect. | 18 | 22 |
226 | 17.67 | temperature | 20 | 1440 | < th | dose independent | rect. | 18 | 18 |
243 | 17.68 | temperature | 20 | 1440 | < th | dose independent | no | NA | NA |
267 | 17.68 | temperature | 20 | 1440 | < th | dose independent | rect. | 5 | 23 |
274 | 17.68 | temperature | 20 | 1440 | < th | dose independent | rect. | 23 | 23 |
316 | 17.70 | temperature | 20 | 1440 | < th | dose independent | rect. | 1 | 23 |
368 | 17.74 | temperature | 15 | 720 | > th | dose dependent | rect. | 21 | 16 |
372 | 17.75 | temperature | 20 | 1440 | > th | dose independent | rect. | 23 | 5 |
436 | 17.80 | temperature | 10 | 720 | > th | dose dependent | rect. | 21 | 13 |
437 | 17.80 | temperature | 25 | 1440 | < th | dose dependent | rect. | 18 | 18 |
449 | 17.82 | temperature | 20 | 1440 | < th | dose independent | rect. | 23 | 5 |
538 | 17.88 | temperature | 25 | 1440 | < th | dose dependent | rect. | 23 | 13 |
569 | 17.90 | temperature | 20 | 1440 | > th | dose independent | rect. | 1 | 1 |
580 | 17.90 | temperature | 15 | 720 | > th | dose dependent | sin | 7 | NA |
582 | 17.90 | temperature | 25 | 1440 | < th | dose dependent | rect. | 18 | 9 |
583 | 17.90 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 11 |
667 | 17.94 | temperature | 25 | 1440 | < th | dose dependent | sin | 7 | NA |
672 | 17.94 | temperature | 30 | 270 | < th | dose dependent | no | NA | NA |
699 | 17.95 | temperature | 25 | 1440 | < th | dose dependent | rect. | 19 | 2 |
727 | 17.96 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
749 | 17.96 | temperature | 25 | 1440 | < th | dose dependent | rect. | 23 | 23 |
918 | 18.02 | temperature | 30 | 270 | < th | dose dependent | rect. | 23 | 23 |