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Os08g0532900 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : emp24/gp25L/p24 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 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
25.16 | 0.236 | 12.6 | 0.43 | 0.372 | 0.375 | -0.325 | -0.588 | 0.379 | 20.5 | 18.81 | 2744 | -- | -- |
25.45 | 0.235 | 12.6 | 0.501 | 0.353 | 0.48 | -0.268 | -- | 0.407 | 20.4 | 18.4 | 2777 | -- | -- |
25.42 | 0.235 | 12.6 | 0.443 | 0.365 | 0.414 | -- | -0.515 | 0.38 | 20.5 | 18.7 | 2750 | -- | -- |
25.53 | 0.235 | 12.6 | 0.49 | 0.378 | 0.576 | -- | -- | 0.391 | 20.5 | 18.42 | 2784 | -- | -- |
32.62 | 0.266 | 12.6 | 0.451 | -- | 0.367 | -- | -0.648 | 0.377 | -- | 18.9 | 2279 | -- | -- |
29.64 | 0.255 | 12.6 | 0.743 | 0.368 | -- | -0.282 | -- | 0.494 | 20.8 | -- | -- | -- | -- |
29.9 | 0.256 | 12.6 | 0.752 | 0.369 | -- | -- | -- | 0.494 | 20.8 | -- | -- | -- | -- |
32.76 | 0.267 | 12.6 | 0.496 | -- | 0.574 | -- | -- | 0.39 | -- | 18.4 | 2241 | -- | -- |
27.43 | 0.244 | 12.7 | -- | 0.39 | 0.764 | -- | -- | 0.269 | 20.9 | 16.3 | 41482 | -- | -- |
37.62 | 0.287 | 12.6 | 0.752 | -- | -- | -- | -- | 0.491 | -- | -- | -- | -- | -- |
44.82 | 0.313 | 12.6 | -- | 0.367 | -- | -- | -- | 0.41 | 20.9 | -- | -- | -- | -- |
34.83 | 0.275 | 12.6 | -- | -- | 0.731 | -- | -- | 0.277 | -- | 16 | 42594 | -- | -- |
52.53 | 0.338 | 12.6 | -- | -- | -- | -- | -- | 0.407 | -- | -- | -- | -- | -- |
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 | 24.27 | wind | 1.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
2 | 24.33 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 1 |
3 | 24.34 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 20 | 3 |
6 | 24.42 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 20 | 3 |
12 | 24.44 | wind | 1.0 | 43200 | < th | dose independent | rect. | 9 | 2 |
87 | 24.75 | wind | 1.0 | 43200 | > th | dose independent | rect. | 2 | 1 |
114 | 24.80 | temperature | 20.0 | 14400 | > th | dose independent | sin | 15 | NA |
118 | 24.81 | temperature | 20.0 | 14400 | < th | dose independent | sin | 15 | NA |
145 | 24.86 | humidity | 80.0 | 43200 | > th | dose independent | rect. | 6 | 1 |
146 | 24.86 | humidity | 80.0 | 43200 | < th | dose independent | rect. | 6 | 1 |
153 | 24.87 | wind | 1.0 | 43200 | < th | dose independent | rect. | 2 | 1 |
174 | 24.91 | precipitation | 0.1 | 43200 | > th | dose independent | rect. | 16 | 4 |
189 | 24.93 | precipitation | 0.1 | 43200 | < th | dose independent | rect. | 16 | 4 |
195 | 24.93 | precipitation | 0.1 | 43200 | < th | dose dependent | rect. | 16 | 4 |
222 | 24.98 | wind | 1.0 | 43200 | > th | dose independent | rect. | 10 | 15 |
225 | 24.98 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 6 |
241 | 25.00 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 14 | 6 |
287 | 25.06 | temperature | 20.0 | 14400 | > th | dose independent | rect. | 18 | 15 |
296 | 25.06 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 13 | 9 |
309 | 25.07 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 16 | 1 |
328 | 25.09 | wind | 1.0 | 43200 | < th | dose independent | rect. | 10 | 15 |
337 | 25.09 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 9 | 16 |
339 | 25.10 | wind | 1.0 | 14400 | > th | dose independent | rect. | 23 | 3 |
365 | 25.11 | wind | 1.0 | 43200 | > th | dose independent | rect. | 8 | 17 |
380 | 25.12 | wind | 1.0 | 43200 | > th | dose independent | rect. | 15 | 11 |
456 | 25.15 | precipitation | 0.1 | 43200 | > th | dose dependent | rect. | 19 | 3 |
476 | 25.16 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 2 | 1 |
541 | 25.19 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 20 | 1 |
543 | 25.20 | wind | 3.0 | 43200 | > th | dose independent | rect. | 13 | 3 |
560 | 25.20 | wind | 1.0 | 43200 | < th | dose dependent | rect. | 11 | 1 |
570 | 25.21 | wind | 1.0 | 43200 | < th | dose independent | rect. | 13 | 13 |
588 | 25.22 | temperature | 20.0 | 14400 | > th | dose independent | no | NA | NA |
589 | 25.22 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 24 | 1 |
591 | 25.22 | humidity | 90.0 | 14400 | > th | dose independent | rect. | 21 | 2 |
592 | 25.22 | wind | 3.0 | 43200 | < th | dose independent | rect. | 13 | 3 |
593 | 25.22 | precipitation | 0.1 | 14400 | > th | dose independent | rect. | 7 | 3 |
611 | 25.22 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 8 | 2 |
613 | 25.22 | precipitation | 0.1 | 14400 | > th | dose dependent | rect. | 7 | 3 |
640 | 25.23 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 7 | 8 |
641 | 25.23 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 8 | 14 |
654 | 25.24 | wind | 1.0 | 43200 | < th | dose independent | rect. | 8 | 17 |
683 | 25.25 | wind | 1.0 | 43200 | < th | dose independent | rect. | 15 | 11 |
712 | 25.26 | wind | 1.0 | 14400 | < th | dose independent | rect. | 21 | 5 |
733 | 25.27 | temperature | 20.0 | 14400 | < th | dose independent | no | NA | NA |
748 | 25.27 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 14 | 8 |
767 | 25.28 | wind | 9.0 | 43200 | < th | dose independent | rect. | 10 | 2 |
768 | 25.28 | radiation | 20.0 | 43200 | > th | dose independent | rect. | 9 | 2 |
778 | 25.28 | temperature | 20.0 | 14400 | < th | dose independent | rect. | 24 | 23 |
779 | 25.28 | temperature | 25.0 | 14400 | < th | dose dependent | sin | 20 | NA |
783 | 25.28 | wind | 7.0 | 43200 | > th | dose dependent | rect. | 10 | 3 |
801 | 25.29 | wind | 1.0 | 14400 | < th | dose independent | rect. | 19 | 7 |
818 | 25.29 | radiation | 1.0 | 14400 | < th | dose dependent | rect. | 7 | 1 |
919 | 25.33 | wind | 9.0 | 43200 | < th | dose independent | rect. | 16 | 21 |
925 | 25.33 | wind | 1.0 | 43200 | > th | dose dependent | rect. | 5 | 1 |
927 | 25.33 | temperature | 25.0 | 14400 | < th | dose dependent | rect. | 13 | 1 |
929 | 25.33 | humidity | 80.0 | 43200 | > th | dose dependent | rect. | 12 | 1 |
939 | 25.34 | humidity | 80.0 | 14400 | > th | dose independent | rect. | 13 | 1 |
940 | 25.34 | wind | 9.0 | 43200 | > th | dose independent | rect. | 10 | 2 |
944 | 25.34 | precipitation | 0.1 | 14400 | < th | dose independent | rect. | 7 | 3 |
951 | 25.34 | wind | 9.0 | 43200 | < th | dose independent | rect. | 19 | 20 |
958 | 25.34 | precipitation | 0.1 | 14400 | < th | dose dependent | rect. | 7 | 3 |
979 | 25.35 | radiation | 30.0 | 14400 | > th | dose independent | rect. | 7 | 1 |