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Os09g0248200 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Frigida-like 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
18.25 | 0.201 | 12.7 | 0.921 | 0.271 | -0.331 | 0.215 | -1.07 | 0.189 | 20.3 | 24.6 | 1612 | -- | -- |
19.23 | 0.204 | 12.7 | 0.725 | 0.251 | -0.222 | 0.198 | -- | 0.156 | 20.1 | 40.12 | 2263 | -- | -- |
18.39 | 0.2 | 12.7 | 0.911 | 0.269 | -0.32 | -- | -1.03 | 0.187 | 20.3 | 24.8 | 1687 | -- | -- |
19.35 | 0.205 | 12.7 | 0.715 | 0.251 | -0.222 | -- | -- | 0.153 | 20.1 | 37.7 | 2254 | -- | -- |
20.55 | 0.211 | 12.7 | 0.858 | -- | -0.431 | -- | -0.977 | 0.172 | -- | 35.1 | 618 | -- | -- |
20.14 | 0.21 | 12.7 | 0.802 | 0.272 | -- | 0.205 | -- | 0.197 | 20.3 | -- | -- | -- | -- |
20.27 | 0.211 | 12.7 | 0.796 | 0.271 | -- | -- | -- | 0.197 | 20.3 | -- | -- | -- | -- |
21.25 | 0.215 | 12.7 | 0.689 | -- | -0.448 | -- | -- | 0.128 | -- | 48.87 | 604 | -- | -- |
21.1 | 0.214 | 12.7 | -- | 0.267 | -0.641 | -- | -- | -0.0832 | 20.2 | 64.81 | 47520 | -- | -- |
24.36 | 0.231 | 12.7 | 0.794 | -- | -- | -- | -- | 0.194 | -- | -- | -- | -- | -- |
36.97 | 0.284 | 12.7 | -- | 0.268 | -- | -- | -- | 0.108 | 20.6 | -- | -- | -- | -- |
25.01 | 0.233 | 12.7 | -- | -- | -0.643 | -- | -- | -0.0865 | -- | 72.73 | 47520 | -- | -- |
41 | 0.299 | 12.7 | -- | -- | -- | -- | -- | 0.106 | -- | -- | -- | -- | -- |
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 | 17.87 | wind | 1 | 43200 | < th | dose dependent | rect. | 4 | 3 |
2 | 17.91 | wind | 1 | 43200 | > th | dose independent | rect. | 4 | 3 |
3 | 17.93 | wind | 1 | 43200 | < th | dose independent | rect. | 23 | 7 |
4 | 17.95 | wind | 1 | 43200 | > th | dose independent | rect. | 24 | 6 |
7 | 17.99 | wind | 1 | 43200 | < th | dose dependent | rect. | 3 | 5 |
10 | 18.02 | wind | 1 | 14400 | > th | dose independent | rect. | 2 | 2 |
13 | 18.03 | wind | 1 | 14400 | < th | dose independent | rect. | 2 | 3 |
15 | 18.03 | wind | 1 | 43200 | < th | dose dependent | rect. | 24 | 7 |
16 | 18.04 | temperature | 20 | 4320 | < th | dose independent | rect. | 16 | 8 |
22 | 18.05 | temperature | 20 | 4320 | < th | dose independent | rect. | 20 | 3 |
29 | 18.06 | temperature | 20 | 4320 | > th | dose independent | rect. | 12 | 12 |
31 | 18.07 | temperature | 20 | 4320 | > th | dose independent | rect. | 20 | 3 |
33 | 18.07 | temperature | 20 | 4320 | > th | dose independent | rect. | 16 | 8 |
40 | 18.08 | wind | 1 | 43200 | < th | dose independent | rect. | 24 | 5 |
43 | 18.09 | temperature | 20 | 4320 | > th | dose independent | rect. | 19 | 5 |
70 | 18.13 | temperature | 20 | 4320 | > th | dose independent | sin | 18 | NA |
77 | 18.14 | temperature | 20 | 4320 | < th | dose independent | sin | 18 | NA |
81 | 18.14 | temperature | 25 | 30 | > th | dose dependent | rect. | 6 | 1 |
88 | 18.16 | wind | 1 | 43200 | < th | dose independent | rect. | 3 | 1 |
107 | 18.18 | temperature | 25 | 4320 | < th | dose dependent | rect. | 21 | 1 |
109 | 18.18 | temperature | 10 | 30 | > th | dose dependent | rect. | 7 | 23 |
111 | 18.19 | wind | 1 | 43200 | < th | dose independent | rect. | 4 | 3 |
133 | 18.22 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 10 |
141 | 18.23 | atmosphere | 1010 | 30 | < th | dose independent | rect. | 6 | 1 |
145 | 18.23 | temperature | 25 | 4320 | < th | dose independent | rect. | 21 | 6 |
151 | 18.23 | temperature | 25 | 1440 | < th | dose dependent | sin | 15 | NA |
159 | 18.23 | temperature | 25 | 1440 | < th | dose dependent | rect. | 11 | 16 |
171 | 18.24 | temperature | 25 | 1440 | < th | dose dependent | rect. | 19 | 6 |
201 | 18.25 | temperature | 20 | 4320 | > th | dose independent | rect. | 6 | 18 |
264 | 18.27 | temperature | 10 | 1440 | > th | dose dependent | rect. | 24 | 1 |
265 | 18.27 | temperature | 20 | 1440 | > th | dose dependent | rect. | 24 | 1 |
324 | 18.29 | temperature | 20 | 4320 | < th | dose independent | rect. | 6 | 18 |
352 | 18.30 | radiation | 10 | 30 | < th | dose independent | rect. | 6 | 1 |
385 | 18.30 | temperature | 25 | 1440 | < th | dose dependent | rect. | 16 | 21 |
414 | 18.31 | temperature | 25 | 1440 | < th | dose dependent | no | NA | NA |
448 | 18.31 | temperature | 25 | 1440 | < th | dose dependent | rect. | 19 | 22 |
450 | 18.31 | temperature | 25 | 1440 | < th | dose dependent | rect. | 4 | 23 |
513 | 18.32 | temperature | 25 | 1440 | < th | dose dependent | rect. | 1 | 23 |
536 | 18.33 | wind | 3 | 30 | > th | dose dependent | rect. | 6 | 1 |
608 | 18.34 | wind | 5 | 4320 | > th | dose dependent | rect. | 20 | 8 |
630 | 18.35 | wind | 1 | 43200 | < th | dose independent | sin | 9 | NA |
643 | 18.35 | atmosphere | 1010 | 30 | < th | dose dependent | rect. | 6 | 1 |
714 | 18.36 | temperature | 30 | 90 | < th | dose dependent | rect. | 16 | 15 |
730 | 18.37 | temperature | 20 | 1440 | > th | dose independent | rect. | 3 | 19 |
788 | 18.38 | temperature | 10 | 4320 | > th | dose dependent | rect. | 21 | 1 |
848 | 18.39 | temperature | 20 | 1440 | < th | dose independent | rect. | 3 | 19 |
986 | 18.41 | wind | 1 | 43200 | > th | dose independent | rect. | 18 | 13 |