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Os07g0507600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Protein of unknown function DUF1723 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
27.69 | 0.247 | 11.5 | 1.46 | 0.907 | -1.15 | 0.0298 | 0.842 | 0.349 | 18.9 | 9.534 | 11 | -- | -- |
28.25 | 0.249 | 11.5 | 1.34 | 0.906 | -1.14 | 0.0407 | -- | 0.316 | 18.9 | 9.534 | 11 | -- | -- |
27.69 | 0.245 | 11.5 | 1.46 | 0.907 | -1.15 | -- | 0.844 | 0.349 | 18.9 | 9.62 | 11 | -- | -- |
28.25 | 0.249 | 11.5 | 1.34 | 0.905 | -1.14 | -- | -- | 0.315 | 18.9 | 9.62 | 11 | -- | -- |
69.07 | 0.389 | 11.5 | 1.42 | -- | -0.884 | -- | 1.1 | 0.302 | -- | 8.707 | 6 | -- | -- |
40.62 | 0.299 | 11.5 | 1.12 | 0.848 | -- | -0.111 | -- | 0.156 | 20.3 | -- | -- | -- | -- |
40.66 | 0.299 | 11.5 | 1.12 | 0.848 | -- | -- | -- | 0.156 | 20.3 | -- | -- | -- | -- |
70.07 | 0.392 | 11.5 | 1.27 | -- | -0.862 | -- | -- | 0.261 | -- | 8.707 | 6 | -- | -- |
71.19 | 0.395 | 11.5 | -- | 0.854 | -0.417 | -- | -- | 0.092 | 19.7 | 19.57 | 22 | -- | -- |
80.6 | 0.42 | 11.5 | 1.12 | -- | -- | -- | -- | 0.147 | -- | -- | -- | -- | -- |
73.96 | 0.402 | 11.6 | -- | 0.843 | -- | -- | -- | 0.0307 | 20.4 | -- | -- | -- | -- |
110.38 | 0.491 | 11.5 | -- | -- | -0.385 | -- | -- | 0.0748 | -- | 18.57 | 2 | -- | -- |
113.62 | 0.498 | 11.5 | -- | -- | -- | -- | -- | 0.0227 | -- | -- | -- | -- | -- |
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 | 25.17 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 1 |
2 | 25.29 | wind | 9.0 | 43200 | > th | dose independent | rect. | 20 | 1 |
3 | 25.51 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 20 | 1 |
4 | 25.51 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 3 |
9 | 25.90 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 13 |
10 | 25.93 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 6 |
12 | 25.96 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 17 | 4 |
28 | 26.35 | wind | 9.0 | 43200 | > th | dose dependent | rect. | 20 | 9 |
50 | 26.67 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 12 |
55 | 26.71 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 7 |
57 | 26.72 | wind | 9.0 | 43200 | < th | dose independent | rect. | 20 | 8 |
60 | 26.75 | wind | 9.0 | 43200 | > th | dose independent | rect. | 19 | 9 |
71 | 26.86 | wind | 9.0 | 43200 | > th | dose independent | rect. | 17 | 4 |
85 | 26.93 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 11 |
87 | 26.94 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 4 |
93 | 26.99 | wind | 9.0 | 43200 | < th | dose independent | rect. | 17 | 8 |
101 | 27.04 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 4 |
109 | 27.15 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 7 | 1 |
118 | 27.22 | temperature | 10.0 | 270 | > th | dose dependent | rect. | 16 | 23 |
153 | 27.54 | humidity | 60.0 | 14400 | < th | dose independent | rect. | 18 | 1 |
162 | 27.58 | radiation | 30.0 | 4320 | < th | dose independent | rect. | 15 | 17 |
168 | 27.60 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 18 | 1 |
183 | 27.68 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 6 | 6 |
187 | 27.70 | temperature | 10.0 | 10 | > th | dose dependent | no | NA | NA |
196 | 27.74 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 13 | 1 |
200 | 27.75 | humidity | 60.0 | 14400 | < th | dose dependent | rect. | 17 | 3 |
212 | 27.76 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 18 | 11 |
221 | 27.77 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 20 | 7 |
244 | 27.83 | humidity | 60.0 | 14400 | > th | dose independent | rect. | 18 | 8 |
254 | 27.85 | radiation | 1.0 | 43200 | < th | dose dependent | rect. | 22 | 2 |
260 | 27.86 | humidity | 50.0 | 14400 | > th | dose independent | rect. | 17 | 16 |
261 | 27.86 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 8 | 6 |
265 | 27.87 | temperature | 25.0 | 4320 | > th | dose dependent | sin | 5 | NA |
286 | 27.90 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 24 | 14 |
381 | 28.01 | temperature | 10.0 | 4320 | > th | dose dependent | rect. | 8 | 2 |
434 | 28.04 | temperature | 10.0 | 4320 | > th | dose dependent | sin | 22 | NA |
460 | 28.06 | temperature | 30.0 | 4320 | < th | dose dependent | rect. | 8 | 1 |
638 | 28.17 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 8 | 4 |
646 | 28.17 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 2 | 10 |
680 | 28.17 | humidity | 50.0 | 14400 | < th | dose dependent | rect. | 16 | 18 |
681 | 28.18 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 7 | 5 |
682 | 28.18 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 4 | 8 |
687 | 28.18 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 19 | 17 |
704 | 28.18 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 6 | 19 |
708 | 28.18 | temperature | 15.0 | 90 | > th | dose dependent | rect. | 19 | 23 |
736 | 28.20 | temperature | 30.0 | 4320 | > th | dose independent | rect. | 11 | 1 |
772 | 28.21 | wind | 9.0 | 43200 | > th | dose dependent | sin | 14 | NA |
829 | 28.22 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 13 | 23 |
852 | 28.24 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 17 | 1 |
854 | 28.24 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 17 | 1 |
881 | 28.25 | temperature | 25.0 | 4320 | > th | dose dependent | no | NA | NA |
912 | 28.27 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 17 | 1 |
931 | 28.27 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 17 | 1 |
940 | 28.28 | temperature | 25.0 | 4320 | > th | dose independent | rect. | 7 | 1 |
941 | 28.28 | temperature | 30.0 | 4320 | < th | dose independent | rect. | 11 | 1 |
965 | 28.28 | temperature | 25.0 | 4320 | > th | dose dependent | rect. | 11 | 23 |
997 | 28.30 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 20 | 1 |