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Code for 'backShift', an algorithm to estimate the connectivity matrix of a directed (possibly cyclic) graph with hidden variables. The underlying system is required to be linear and we assume that observations under different shift interventions are available. For more details, see <doi:10.48550/arXiv.1506.02494>.
| Version: | 0.1.4.3 |
| Depends: | R (≥ 3.1.0) |
| Imports: | methods, clue, igraph, matrixcalc, reshape2, ggplot2, MASS |
| Suggests: | knitr, pander, fields, testthat, pcalg, rmarkdown |
| Published: | 2020-05-06 |
| Author: | Christina Heinze-Deml |
| Maintainer: | Christina Heinze-Deml <heinzedeml at stat.math.ethz.ch> |
| BugReports: | https://github.com/christinaheinze/backShift/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL] |
| URL: | https://github.com/christinaheinze/backShift |
| NeedsCompilation: | yes |
| CRAN checks: | backShift results |
| Reference manual: | backShift.pdf |
| Vignettes: |
backShift demo |
| Package source: | backShift_0.1.4.3.tar.gz |
| Windows binaries: | r-devel: backShift_0.1.4.3.zip, r-release: backShift_0.1.4.3.zip, r-oldrel: backShift_0.1.4.3.zip |
| macOS binaries: | r-release (arm64): backShift_0.1.4.3.tgz, r-oldrel (arm64): backShift_0.1.4.3.tgz, r-release (x86_64): backShift_0.1.4.3.tgz, r-oldrel (x86_64): backShift_0.1.4.3.tgz |
| Old sources: | backShift archive |
| Reverse suggests: | CompareCausalNetworks |
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These binaries (installable software) and packages are in development.
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