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CRAN: Package FastStepGraph

FastStepGraph: A Fast Algorithm for Sparse Precision Matrix Estimation

It implements an improved and computationally faster version of the original Stepwise Gaussian Graphical Algorithm for estimating the Omega precision matrix from high-dimensional data. Zamar, R., Ruiz, M., Lafit, G. and Nogales, J. (2021) <doi:10.52933/jdssv.v1i2.11>.

Version: 0.1.1 Depends: R (≥ 4.3) Imports: doParallel (≥ 1.0), foreach (≥ 1.5), MASS (≥ 7.3) Suggests: knitr, rmarkdown, devtools Published: 2023-10-12 DOI: 10.32614/CRAN.package.FastStepGraph Author: Juan G. Colonna [cre, aut], Marcelo Ruiz [aut] Maintainer: Juan G. Colonna <juancolonna at icomp.ufam.edu.br> License: MIT + file LICENSE URL: https://github.com/juancolonna/FastStepGraph NeedsCompilation: no Language: en-US Materials: README NEWS CRAN checks: FastStepGraph results Documentation: Reference manual: FastStepGraph.pdf Vignettes: How to use Fast Step Graph (source, R code)
Downloads: Package source: FastStepGraph_0.1.1.tar.gz Windows binaries: r-devel: FastStepGraph_0.1.1.zip, r-release: FastStepGraph_0.1.1.zip, r-oldrel: FastStepGraph_0.1.1.zip macOS binaries: r-release (arm64): FastStepGraph_0.1.1.tgz, r-oldrel (arm64): FastStepGraph_0.1.1.tgz, r-release (x86_64): FastStepGraph_0.1.1.tgz, r-oldrel (x86_64): FastStepGraph_0.1.1.tgz Old sources: FastStepGraph archive Linking:

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