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Os10g0569500 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Conserved hypothetical 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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
564.84 | 1.12 | 6.57 | 2.11 | 1.4 | -4.27 | -0.842 | -0.993 | -0.393 | 3.56 | 25.04 | 1383 | -- | -- |
565.14 | 1.11 | 6.54 | 2.38 | 1.42 | -4.37 | -0.867 | -- | -0.339 | 3.53 | 25.09 | 1375 | -- | -- |
566.82 | 1.11 | 6.58 | 2.09 | 1.42 | -4.28 | -- | -1.13 | -0.415 | 3.48 | 25.13 | 1368 | -- | -- |
567.28 | 1.11 | 6.54 | 2.39 | 1.43 | -4.4 | -- | -- | -0.34 | 3.46 | 25.14 | 1365 | -- | -- |
627.92 | 1.17 | 6.57 | 2.18 | -- | -4.71 | -- | -0.992 | -0.355 | -- | 25.04 | 1735 | -- | -- |
1341.96 | 1.72 | 6.66 | 0.873 | 0.923 | -- | -1.87 | -- | -0.859 | 4.16 | -- | -- | -- | -- |
1351.75 | 1.72 | 6.65 | 0.893 | 0.913 | -- | -- | -- | -0.848 | 4.23 | -- | -- | -- | -- |
628.36 | 1.17 | 6.54 | 2.43 | -- | -4.8 | -- | -- | -0.286 | -- | 25.04 | 1742 | -- | -- |
706.48 | 1.24 | 6.61 | -- | 1.45 | -3.95 | -- | -- | -0.71 | 3.5 | 25.55 | 1321 | -- | -- |
1396.8 | 1.75 | 6.66 | 0.93 | -- | -- | -- | -- | -0.824 | -- | -- | -- | -- | -- |
1372.78 | 1.73 | 6.67 | -- | 0.93 | -- | -- | -- | -0.948 | 4.21 | -- | -- | -- | -- |
769.49 | 1.29 | 6.63 | -- | -- | -4.32 | -- | -- | -0.714 | -- | 25.6 | 1794 | -- | -- |
1419.6 | 1.76 | 6.68 | -- | -- | -- | -- | -- | -0.927 | -- | -- | -- | -- | -- |
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 | 557.66 | temperature | 25 | 4320 | < th | dose independent | rect. | 7 | 1 |
2 | 557.89 | temperature | 25 | 4320 | > th | dose independent | rect. | 7 | 1 |
3 | 565.16 | temperature | 25 | 1440 | > th | dose dependent | rect. | 17 | 22 |
8 | 566.55 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 6 |
11 | 566.93 | temperature | 25 | 1440 | > th | dose dependent | rect. | 23 | 22 |
14 | 567.31 | temperature | 25 | 1440 | > th | dose dependent | rect. | 12 | 23 |
18 | 567.51 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 22 |
27 | 567.74 | temperature | 25 | 1440 | > th | dose dependent | no | NA | NA |
36 | 567.98 | temperature | 25 | 1440 | > th | dose dependent | rect. | 20 | 23 |
86 | 569.50 | temperature | 25 | 1440 | > th | dose dependent | rect. | 7 | 15 |
138 | 572.12 | temperature | 30 | 1440 | > th | dose independent | rect. | 10 | 6 |
163 | 573.56 | temperature | 25 | 1440 | > th | dose dependent | sin | 22 | NA |
168 | 573.85 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 14 |
176 | 574.10 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 10 |
177 | 574.11 | temperature | 30 | 1440 | < th | dose independent | rect. | 22 | 18 |
178 | 574.12 | temperature | 30 | 1440 | < th | dose independent | rect. | 19 | 21 |
300 | 578.40 | temperature | 30 | 1440 | < th | dose independent | sin | 1 | NA |
363 | 580.57 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 21 |
369 | 580.73 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 13 |
373 | 580.74 | temperature | 30 | 1440 | < th | dose independent | rect. | 10 | 19 |
448 | 583.21 | temperature | 30 | 1440 | > th | dose independent | sin | 0 | NA |
495 | 584.55 | temperature | 25 | 4320 | > th | dose dependent | rect. | 7 | 3 |
505 | 585.07 | temperature | 30 | 1440 | < th | dose independent | rect. | 2 | 21 |
535 | 585.24 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 17 |
546 | 585.26 | temperature | 30 | 1440 | < th | dose independent | rect. | 6 | 23 |
549 | 585.27 | temperature | 30 | 1440 | < th | dose independent | no | NA | NA |
661 | 587.83 | temperature | 30 | 1440 | < th | dose independent | rect. | 13 | 23 |
688 | 589.10 | temperature | 30 | 1440 | > th | dose independent | no | NA | NA |
815 | 591.30 | temperature | 25 | 1440 | > th | dose dependent | rect. | 18 | 1 |
818 | 591.49 | temperature | 25 | 1440 | > th | dose dependent | rect. | 15 | 6 |
821 | 591.62 | temperature | 30 | 1440 | > th | dose independent | rect. | 13 | 23 |