vecmatch-package: vecmatch: Generalized Propensity Score Estimation and...

In vecmatch: Generalized Propensity Score Estimation and Matching for Multiple Groups

vecmatch: Generalized Propensity Score Estimation and Matching for Multiple Groups

Description

Implements the Vector Matching algorithm to match multiple treatment groups based on previously estimated generalized propensity scores. The package includes tools for visualizing initial confounder imbalances, estimating treatment assignment probabilities using various methods, defining the common support region, performing matching across multiple groups, and evaluating matching quality. For more details, see Lopez and Gutman (2017) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1214/17-STS612")}.

Author(s)

Maintainer: Mateusz Kolek [e-mail] (ORCID) [copyright holder]

See Also

Useful links:

• https://github.com/Polymerase3/vecmatch

• Report bugs at https://github.com/Polymerase3/vecmatch/issues

vecmatch documentation built on April 3, 2025, 8:46 p.m.