SCCI1.2 package

Stochastic Complexity-Based Conditional Independence Test for Discrete Data

conditionalShannonEntropy

Conditional Shannon Entropy

conditionalStochasticComplexity

Conditional Stochastic Complexity for Multinomials

pSCCI

Stochastic Complexity-based Conditional Independence Criterium (p-valu...

regret

Multinomial Regret Term

SCCI

Stochastic Complexity-based Conditional Independence Criterium

shannonEntropy

Shannon Entropy

stochasticComplexity

Stochastic Complexity for Multinomials

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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.

  • Maintainer: Alexander Marx
  • License: GPL (>= 2)
  • Last published: 2019-06-04