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.

Getting started

Package details

AuthorAlexander Marx [aut,cre] Jilles Vreeken [aut]
MaintainerAlexander Marx <[email protected]>
LicenseGPL (>= 2)
Version1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("SCCI")

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SCCI documentation built on June 4, 2019, 5:03 p.m.