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Os09g0372900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Cyclin-like F-box 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
26.13 | 0.24 | 9.71 | 0.335 | 0.997 | 0.77 | 0.245 | 2.45 | 0.229 | 3.48 | 13.38 | 4942 | -- | -- |
28.62 | 0.249 | 9.76 | 0.0303 | 0.994 | 0.58 | -0.0244 | -- | 0.244 | 3.57 | 27.2 | 5390 | -- | -- |
26.23 | 0.239 | 9.72 | 0.318 | 0.966 | 0.816 | -- | 2.49 | 0.216 | 3.45 | 13.11 | 5478 | -- | -- |
27.86 | 0.246 | 9.78 | -0.0843 | 0.961 | 0.52 | -- | -- | 0.217 | 3.44 | 27.42 | 5492 | -- | -- |
77.66 | 0.41 | 9.72 | 0.34 | -- | 0.934 | -- | 2.57 | 0.227 | -- | 13.13 | 4013 | -- | -- |
39 | 0.293 | 9.78 | 0.0936 | 1.01 | -- | 0.285 | -- | 0.208 | 3.34 | -- | -- | -- | -- |
39.26 | 0.293 | 9.78 | 0.0882 | 1.01 | -- | -- | -- | 0.206 | 3.35 | -- | -- | -- | -- |
75.86 | 0.406 | 9.8 | -0.128 | -- | 0.753 | -- | -- | 0.124 | -- | 23.84 | 2628 | -- | -- |
28.02 | 0.247 | 9.78 | -- | 0.963 | 0.508 | -- | -- | 0.225 | 3.43 | 27.4 | 5491 | -- | -- |
97.13 | 0.461 | 9.78 | 0.131 | -- | -- | -- | -- | 0.233 | -- | -- | -- | -- | -- |
39.47 | 0.294 | 9.78 | -- | 1.02 | -- | -- | -- | 0.196 | 3.35 | -- | -- | -- | -- |
76.32 | 0.407 | 9.8 | -- | -- | 0.72 | -- | -- | 0.141 | -- | 23.9 | 2628 | -- | -- |
97.58 | 0.461 | 9.78 | -- | -- | -- | -- | -- | 0.218 | -- | -- | -- | -- | -- |
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 | 25.16 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 5 |
2 | 25.18 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 5 |
3 | 25.18 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 5 |
10 | 25.38 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 21 | 2 |
11 | 25.38 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 21 | 3 |
12 | 25.39 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 21 | 2 |
13 | 25.39 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 21 | 2 |
20 | 25.51 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 18 | 1 |
22 | 25.52 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 18 | 1 |
23 | 25.53 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 7 |
65 | 25.76 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 4 | 1 |
67 | 25.77 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 17 |
77 | 25.82 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 17 |
80 | 25.82 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 17 |
81 | 25.83 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 17 |
82 | 25.83 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 2 | 5 |
92 | 25.86 | temperature | 20.0 | 43200 | > th | dose dependent | rect. | 18 | 1 |
106 | 25.88 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 9 |
112 | 25.89 | temperature | 30.0 | 43200 | < th | dose dependent | rect. | 18 | 1 |
118 | 25.89 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 19 |
130 | 25.90 | temperature | 15.0 | 4320 | > th | dose dependent | rect. | 16 | 15 |
157 | 25.92 | temperature | 20.0 | 4320 | > th | dose dependent | rect. | 18 | 13 |
214 | 25.95 | temperature | 15.0 | 4320 | > th | dose dependent | sin | 12 | NA |
216 | 25.95 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 20 | 2 |
255 | 25.96 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 18 | 14 |
264 | 25.97 | wind | 1.0 | 43200 | > th | dose independent | rect. | 15 | 9 |
295 | 25.98 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 17 | 12 |
328 | 25.99 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 17 | 12 |
409 | 26.01 | temperature | 25.0 | 43200 | < th | dose independent | rect. | 12 | 12 |
438 | 26.01 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 18 | 11 |
447 | 26.02 | temperature | 25.0 | 43200 | < th | dose independent | sin | 16 | NA |
460 | 26.02 | temperature | 10.0 | 43200 | > th | dose dependent | rect. | 21 | 1 |
508 | 26.03 | temperature | 25.0 | 43200 | > th | dose independent | rect. | 11 | 13 |
554 | 26.04 | temperature | 25.0 | 43200 | > th | dose independent | sin | 16 | NA |
574 | 26.04 | temperature | 30.0 | 4320 | < th | dose dependent | sin | 11 | NA |
609 | 26.05 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 3 | 1 |
610 | 26.05 | temperature | 30.0 | 43200 | < th | dose independent | rect. | 15 | 1 |
627 | 26.05 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 18 | 19 |
667 | 26.05 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 18 | 19 |
671 | 26.06 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 3 | 1 |
690 | 26.06 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 20 |
748 | 26.07 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 22 |
749 | 26.07 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 22 |
751 | 26.07 | temperature | 25.0 | 43200 | < th | dose dependent | sin | 15 | NA |
794 | 26.07 | temperature | 25.0 | 43200 | < th | dose dependent | rect. | 11 | 15 |
802 | 26.07 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 22 |
803 | 26.08 | temperature | 30.0 | 43200 | > th | dose independent | rect. | 15 | 1 |
810 | 26.08 | temperature | 20.0 | 43200 | < th | dose independent | rect. | 1 | 12 |
821 | 26.08 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 24 | 17 |
889 | 26.09 | temperature | 20.0 | 43200 | > th | dose independent | rect. | 1 | 12 |
921 | 26.09 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 20 | 23 |
923 | 26.09 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 20 | 23 |
980 | 26.09 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 20 | 23 |