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Os06g0304600 |
blastp(Os)/ blastp(At)/ coex/// RAP/ RiceXPro/ SALAD/ ATTED-II |
Description : Peptidase A1, pepsin 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 dependent, type of G = sin)
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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
576.03 | 1.13 | 8.88 | -8.14 | 2.22 | 3.74 | 1.17 | -9.12 | -1.06 | 8.45 | 25.44 | 1194 | 11.1 | -- |
603.78 | 1.14 | 8.67 | -5.99 | 2.27 | 3.27 | 1.38 | -- | -0.84 | 9.03 | 23.05 | 1101 | 11.1 | -- |
580.22 | 1.12 | 8.88 | -8.21 | 2.21 | 3.8 | -- | -9.71 | -1.03 | 8.47 | 25.59 | 1194 | 10.8 | -- |
608.85 | 1.15 | 8.67 | -5.96 | 2.24 | 3.12 | -- | -- | -0.825 | 8.87 | 23.2 | 1117 | 11.2 | -- |
756.94 | 1.28 | 8.95 | -6.77 | -- | 4.71 | -- | -2.89 | -1.72 | -- | 19.67 | 694 | 4.38 | -- |
895.15 | 1.4 | 8.57 | -5.13 | 2.3 | -- | 1.79 | -- | -0.357 | 7.26 | -- | -- | -- | -- |
903.69 | 1.41 | 8.57 | -5.09 | 2.3 | -- | -- | -- | -0.36 | 7.3 | -- | -- | -- | -- |
699.72 | 1.23 | 8.73 | -5.97 | -- | 4.32 | -- | -- | -0.941 | -- | 12.21 | 892 | 5.38 | -- |
1465.89 | 1.78 | 8.34 | -- | 2.38 | 1.68 | -- | -- | 0.51 | 7.97 | 28.5 | 1142 | 11.2 | -- |
1184.45 | 1.61 | 8.62 | -5.05 | -- | -- | -- | -- | -0.322 | -- | -- | -- | -- | -- |
1587.59 | 1.86 | 8.44 | -- | 2.25 | -- | -- | -- | 0.207 | 7.45 | -- | -- | -- | -- |
1558.05 | 1.84 | 8.55 | -- | -- | 2.96 | -- | -- | -0.0213 | -- | -4.41 | 890 | 5.71 | -- |
1858.33 | 2.01 | 8.5 | -- | -- | -- | -- | -- | 0.239 | -- | -- | -- | -- | -- |
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 |
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1 | 567.12 | wind | 5 | 43200 | > th | dose dependent | rect. | 13 | 19 |
12 | 572.44 | wind | 7 | 43200 | < th | dose independent | rect. | 13 | 20 |
14 | 572.70 | wind | 7 | 43200 | > th | dose independent | rect. | 13 | 20 |
27 | 574.35 | wind | 5 | 43200 | > th | dose independent | rect. | 11 | 20 |
38 | 575.51 | wind | 5 | 43200 | < th | dose independent | rect. | 11 | 20 |
44 | 575.71 | wind | 5 | 43200 | > th | dose dependent | sin | 17 | NA |
53 | 576.47 | wind | 5 | 43200 | > th | dose dependent | rect. | 4 | 17 |
133 | 579.83 | wind | 7 | 43200 | < th | dose independent | rect. | 23 | 22 |
142 | 580.08 | wind | 7 | 43200 | < th | dose independent | rect. | 2 | 19 |
143 | 580.14 | wind | 7 | 43200 | > th | dose independent | rect. | 23 | 22 |
170 | 580.83 | wind | 7 | 43200 | > th | dose independent | rect. | 2 | 19 |
294 | 583.38 | wind | 5 | 43200 | > th | dose independent | sin | 15 | NA |
318 | 583.93 | wind | 7 | 43200 | > th | dose independent | rect. | 6 | 15 |
358 | 584.72 | wind | 5 | 43200 | > th | dose dependent | rect. | 15 | 1 |
408 | 585.63 | wind | 5 | 43200 | > th | dose independent | sin | 22 | NA |
429 | 585.86 | wind | 5 | 43200 | < th | dose independent | sin | 15 | NA |
493 | 586.65 | wind | 7 | 43200 | < th | dose independent | rect. | 5 | 22 |
509 | 586.83 | wind | 7 | 43200 | < th | dose independent | rect. | 2 | 23 |
519 | 586.89 | wind | 5 | 43200 | > th | dose dependent | no | NA | NA |
535 | 587.02 | wind | 7 | 43200 | > th | dose independent | rect. | 2 | 23 |
547 | 587.09 | wind | 7 | 43200 | > th | dose independent | rect. | 20 | 23 |
555 | 587.18 | wind | 7 | 43200 | > th | dose independent | rect. | 6 | 21 |
595 | 587.48 | wind | 7 | 43200 | < th | dose independent | rect. | 18 | 23 |
599 | 587.50 | wind | 7 | 43200 | < th | dose independent | rect. | 20 | 23 |
601 | 587.52 | wind | 5 | 43200 | < th | dose independent | sin | 23 | NA |
614 | 587.64 | wind | 7 | 43200 | < th | dose independent | no | NA | NA |
628 | 587.78 | wind | 7 | 43200 | > th | dose independent | no | NA | NA |
652 | 588.01 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 1 |
666 | 588.11 | wind | 5 | 43200 | > th | dose dependent | rect. | 20 | 23 |
671 | 588.15 | wind | 7 | 43200 | > th | dose independent | rect. | 18 | 23 |
850 | 590.19 | temperature | 25 | 1440 | > th | dose dependent | rect. | 16 | 3 |
873 | 590.42 | wind | 9 | 43200 | > th | dose dependent | sin | 15 | NA |
911 | 590.78 | wind | 5 | 43200 | > th | dose dependent | rect. | 18 | 23 |
966 | 591.36 | wind | 9 | 43200 | > th | dose dependent | rect. | 20 | 1 |