binary-variable

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oneoffcoder / py-pair

Pairwise association measures of statistical variable types

apache-spark correlation ranking confusion-matrix asymmetric causation association concordance symmetric contingency-table continuous-variable binary-variable biserial categorical-variable nominal-variable ordinal-variable interval-variable ratio-variable

Updated Jun 24, 2022
Python

A framework to infer causality on binary data using techniques in frequent pattern mining and estimation statistics. Given a set of individual vectors S={x} where x(i) is a realization value of binary variable i, the framework infers empirical causal relations of binary variables i,j from S in a form of causal graph G=(V,E).

exploratory-data-analysis causal-inference frequent-pattern-mining binary-variable estimation-statistics