CMatching: Matching Algorithms for Causal Inference with Clustered Data

Cannas, Massimo

;Colicino, Elena;Arpino, Bruno

2018-01-01

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Abstract

Provides functions to perform matching algorithms for causal inference with clustered data, as described in B. Arpino and M. Cannas (2016) . Pure within-cluster and preferential within-cluster matching are implemented. Both algorithms provide causal estimates with cluster-adjusted estimates of standard errors.