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.


Reference manual

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1.2 by Alexander Marx, 2 years ago

Browse source code at

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

Documentation:   PDF Manual  

GPL (>= 2) license

Imports Rcpp

Suggests pcalg, Rgraphviz

Linking to Rcpp

See at CRAN