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Os08g0486300 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Myb, DNA-binding domain containing 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
394.27 | 0.933 | 6.93 | 0.256 | 0.47 | 2.69 | -0.205 | 5.78 | -1.11 | 10.4 | 20.04 | 6299 | -- | -- |
430.25 | 0.966 | 6.68 | 0.955 | 0.497 | 1.44 | 0.122 | -- | -0.941 | 9.91 | 20 | 6295 | -- | -- |
393.19 | 0.924 | 6.94 | 0.331 | 0.469 | 3.06 | -- | 6.46 | -1.1 | 10.2 | 19.7 | 6399 | -- | -- |
429.95 | 0.966 | 6.68 | 0.948 | 0.497 | 1.44 | -- | -- | -0.932 | 10.3 | 20 | 6277 | -- | -- |
404.25 | 0.936 | 6.99 | 0.39 | -- | 3.35 | -- | 7.05 | -1.11 | -- | 19.3 | 6760 | -- | -- |
465.18 | 1.01 | 6.78 | -0.0565 | 0.518 | -- | -0.09 | -- | -1.36 | 10.4 | -- | -- | -- | -- |
465.21 | 1.01 | 6.78 | -0.0603 | 0.519 | -- | -- | -- | -1.36 | 10.4 | -- | -- | -- | -- |
442.48 | 0.98 | 6.68 | 0.911 | -- | 1.41 | -- | -- | -0.895 | -- | 20.95 | 6528 | -- | -- |
416.94 | 0.951 | 6.7 | -- | 0.297 | 0.974 | -- | -- | -1.02 | 9.13 | 23 | 817 | -- | -- |
481.66 | 1.03 | 6.79 | -0.0687 | -- | -- | -- | -- | -1.36 | -- | -- | -- | -- | -- |
465.31 | 1.01 | 6.78 | -- | 0.519 | -- | -- | -- | -1.36 | 10.4 | -- | -- | -- | -- |
421.32 | 0.956 | 6.71 | -- | -- | 1.07 | -- | -- | -1.01 | -- | 22.54 | 800 | -- | -- |
481.78 | 1.02 | 6.79 | -- | -- | -- | -- | -- | -1.36 | -- | -- | -- | -- | -- |
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 | 387.79 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 22 | 1 |
2 | 391.87 | wind | 5.0 | 4320 | > th | dose independent | rect. | 20 | 5 |
4 | 392.54 | wind | 5.0 | 4320 | < th | dose independent | rect. | 20 | 5 |
7 | 394.78 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 22 | 1 |
8 | 395.09 | temperature | 20.0 | 1440 | > th | dose dependent | rect. | 1 | 2 |
12 | 395.74 | wind | 5.0 | 4320 | > th | dose dependent | rect. | 20 | 7 |
18 | 396.23 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 21 | 2 |
19 | 396.80 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 21 | 2 |
20 | 396.80 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 21 | 2 |
22 | 396.97 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 21 | 2 |
29 | 397.12 | temperature | 20.0 | 1440 | < th | dose independent | rect. | 4 | 1 |
33 | 397.31 | temperature | 20.0 | 1440 | > th | dose independent | rect. | 4 | 1 |
50 | 398.39 | temperature | 20.0 | 4320 | < th | dose independent | rect. | 20 | 8 |
51 | 398.40 | wind | 7.0 | 4320 | > th | dose dependent | rect. | 21 | 1 |
54 | 398.49 | temperature | 20.0 | 4320 | > th | dose independent | rect. | 20 | 8 |
55 | 398.70 | wind | 3.0 | 14400 | < th | dose independent | rect. | 6 | 1 |
69 | 399.51 | wind | 3.0 | 14400 | > th | dose independent | rect. | 6 | 1 |
86 | 400.37 | wind | 5.0 | 4320 | < th | dose independent | rect. | 20 | 1 |
88 | 400.41 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 1 | 1 |
96 | 400.59 | temperature | 25.0 | 90 | < th | dose dependent | rect. | 24 | 23 |
100 | 400.66 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 6 | 1 |
145 | 401.53 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 14 | 12 |
163 | 401.74 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 20 | 2 |
164 | 401.76 | temperature | 20.0 | 4320 | < th | dose independent | sin | 14 | NA |
171 | 401.94 | temperature | 20.0 | 4320 | > th | dose independent | sin | 14 | NA |
180 | 402.05 | temperature | 25.0 | 720 | < th | dose dependent | rect. | 10 | 17 |
212 | 402.39 | temperature | 25.0 | 1440 | < th | dose dependent | sin | 16 | NA |
218 | 402.44 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 15 | 8 |
249 | 402.66 | temperature | 25.0 | 1440 | < th | dose dependent | rect. | 18 | 5 |
334 | 403.57 | temperature | 25.0 | 10 | < th | dose dependent | rect. | 24 | 22 |
337 | 403.59 | temperature | 25.0 | 4320 | < th | dose dependent | rect. | 21 | 6 |
357 | 403.76 | wind | 5.0 | 4320 | > th | dose independent | rect. | 20 | 1 |
448 | 404.58 | wind | 3.0 | 14400 | > th | dose independent | rect. | 1 | 1 |
529 | 405.22 | wind | 9.0 | 14400 | > th | dose dependent | rect. | 12 | 1 |
562 | 405.45 | wind | 3.0 | 14400 | < th | dose independent | rect. | 1 | 1 |
590 | 405.68 | wind | 3.0 | 14400 | < th | dose dependent | rect. | 1 | 1 |
725 | 406.70 | wind | 1.0 | 14400 | > th | dose independent | rect. | 10 | 3 |
772 | 406.97 | atmosphere | 1005.0 | 14400 | < th | dose independent | rect. | 23 | 1 |
876 | 407.75 | temperature | 25.0 | 720 | < th | dose dependent | no | NA | NA |
930 | 408.08 | wind | 1.0 | 14400 | < th | dose independent | rect. | 10 | 3 |
965 | 408.26 | wind | 3.0 | 4320 | > th | dose dependent | rect. | 20 | 1 |