CRAN: Package SCCI

SCCI: Stochastic Complexity-Based Conditional Independence Test for Discrete Data

An efficient implementation of SCCI using 'Rcpp'. SCCI is short for the Stochastic Complexity-based Conditional Independence criterium (Marx and Vreeken, 2019). SCCI is an asymptotically unbiased and L2 consistent estimator of (conditional) mutual information for discrete data.

Version: 1.2

Imports: Rcpp (≥ 0.12.13)

LinkingTo: Rcpp

Suggests: pcalg, Rgraphviz

Published: 2019年06月04日

DOI: 10.32614/CRAN.package.SCCI

Author: Alexander Marx [aut,cre] Jilles Vreeken [aut]

Maintainer: Alexander Marx <amarx at mpi-inf.mpg.de>

License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]

NeedsCompilation: yes

Citation: SCCI citation info

Materials: NEWS

CRAN checks: SCCI results

Documentation:

Reference manual: SCCI.html , SCCI.pdf

Downloads:

Package source: SCCI_1.2.tar.gz

Windows binaries: r-devel: SCCI_1.2.zip, r-release: SCCI_1.2.zip, r-oldrel: SCCI_1.2.zip

macOS binaries: r-release (arm64): SCCI_1.2.tgz, r-oldrel (arm64): SCCI_1.2.tgz, r-release (x86_64): SCCI_1.2.tgz, r-oldrel (x86_64): SCCI_1.2.tgz

Old sources: SCCI archive

Linking:

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