Package EDISON (Estimation of Directed Interactions from Sequences Of Non-homogeneous gene expression) runs an MCMC simulation to reconstruct networks from time series data, using a non-homogeneous, time-varying dynamic Bayesian network. Networks segments and changepoints are inferred concurrently, and information sharing priors provide a reduction of the inference uncertainty.
| Version: | 1.1.1 |
| Depends: | corpcor, MASS |
| Suggests: | testthat |
| Published: | 2016-03-30 |
| DOI: | 10.32614/CRAN.package.EDISON |
| Author: | Frank Dondelinger, Sophie Lebre |
| Maintainer: | Frank Dondelinger <fdondelinger.work at gmail.com> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Citation: | EDISON citation info |
| Materials: | NEWS |
| CRAN checks: | EDISON results |
| Reference manual: | EDISON.html , EDISON.pdf |
| Package source: | EDISON_1.1.1.tar.gz |
| Windows binaries: | r-devel: EDISON_1.1.1.zip, r-release: EDISON_1.1.1.zip, r-oldrel: EDISON_1.1.1.zip |
| macOS binaries: | r-release (arm64): EDISON_1.1.1.tgz, r-oldrel (arm64): EDISON_1.1.1.tgz, r-release (x86_64): EDISON_1.1.1.tgz, r-oldrel (x86_64): EDISON_1.1.1.tgz |
| Old sources: | EDISON archive |
| Reverse imports: | bgsmtr |
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