8 Matching Methods for Causal Inference Using R. Nearest Neighbor Matching, Optimal Matching, Full Matching, Genetic Matching, Exact Matching, Coarsened Exact Matching, Subclassification, Cardinality Matching

8 Matching Methods for Causal Inference Using R

Matching for causal inference is based on the idea that two groups of subjects can be matched on some or all characteristics to see if certain interventions affect outcomes in one group more than in another. In this tutorial, we will explore 8 different matching methods for causal inference using R. Causal inference has well-established …

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