vecmatch-package

<img src="figures/logo.png?package=vecmatch&version=1.0.2" style="float: right" alt="logo" width="120">
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) tools:::Rd_expr_doi("10.1214/17-STS612").

internal

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) <doi:10.1214/17-STS612>.

Mateusz Kolek

vecmatch

Generalized Propensity Score Estimation and Matching for
Multiple Groups

vecmatch-package function

Maintainer: Mateusz Kolek <a href="/link/mati.kolek13%40gmail.com?package=vecmatch&version=1.0.2" data-mini-rdoc="vecmatch::mati.kolek13@gmail.com">mati.kolek13@gmail.com</a> (<a href="https://orcid.org/0000-0001-6470-4830">ORCID</a>) [copyright holder]

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
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) tools:::Rd_expr_doi("10.1214/17-STS612").

vecmatch: Generalized Propensity Score Estimation and Matching for Multiple Groups — vecmatch-package

Maintainer: Mateusz Kolek <a href='mailto:mati.kolek13@gmail.com'>mati.kolek13@gmail.com</a> (<a href='https://orcid.org/0000-0001-6470-4830'>ORCID</a>) [copyright holder]

vecmatch-package: vecmatch: Generalized Propensity Score Estimation and Matching for Multiple Groups

Description

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Author

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