CRAN/E | SCCI

SCCI

Stochastic Complexity-Based Conditional Independence Test for Discrete Data

Installation

About

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.

Citation SCCI citation info

Key Metrics

Version 1.2
Published 2019-06-04 1790 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks SCCI results

Downloads

Yesterday 6 0%
Last 7 days 44 -19%
Last 30 days 149 +6%
Last 90 days 425 -32%
Last 365 days 1.860 -18%

Maintainer

Maintainer

Alexander Marx

amarx@mpi-inf.mpg.de

Authors

Alexander Marx

aut / cre

Jilles Vreeken

aut

Material

NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

SCCI archive

Imports

Rcpp ≥ 0.12.13

Suggests

pcalg
Rgraphviz

LinkingTo

Rcpp