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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.

Versions across snapshots

VersionRepositoryFileSize
1.2 rolling linux/jammy R-4.5 SCCI_1.2.tar.gz 60.8 KiB
1.2 rolling linux/noble R-4.5 SCCI_1.2.tar.gz 61.4 KiB
1.2 rolling source/ R- SCCI_1.2.tar.gz 8.3 KiB
1.2 latest linux/jammy R-4.5 SCCI_1.2.tar.gz 60.8 KiB
1.2 latest linux/noble R-4.5 SCCI_1.2.tar.gz 61.4 KiB
1.2 latest source/ R- SCCI_1.2.tar.gz 8.3 KiB
1.2 2026-04-26 source/ R- SCCI_1.2.tar.gz 8.3 KiB
1.2 2026-04-23 source/ R- SCCI_1.2.tar.gz 8.3 KiB
1.2 2026-04-09 windows/windows R-4.5 SCCI_1.2.zip 384.4 KiB
1.2 2025-04-20 source/ R- SCCI_1.2.tar.gz 8.3 KiB

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