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.


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install.packages("SCCI")

1.2 by Alexander Marx, 3 months ago


Browse source code at https://github.com/cran/SCCI


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