optweight-package

<img src="figures/logo.png?package=optweight&version=2.0.0" style="float: right" alt="logo" width="120">
Use optimization to estimate weights that balance covariates for binary, multi-category, continuous, and multivariate treatments in the spirit of Zubizarreta (2015) tools:::Rd_expr_doi("10.1080/01621459.2015.1023805"). The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates, as in matching-adjusted indirect comparison (MAIC).

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Use optimization to estimate weights that balance covariates for binary, multi-category, continuous, and multivariate treatments in the spirit of Zubizarreta (2015) <doi:10.1080/01621459.2015.1023805>. The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates, as in matching-adjusted indirect comparison (MAIC).

Noah Greifer

optweight

Optimization-Based Stable Balancing Weights

optweight-package function

Maintainer: Noah Greifer <a href="/link/noah.greifer%40gmail.com?package=optweight&version=2.0.0" data-mini-rdoc="optweight::noah.greifer@gmail.com">noah.greifer@gmail.com</a> (<a href="https://orcid.org/0000-0003-3067-7154">ORCID</a>)

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
Use optimization to estimate weights that balance covariates for binary, multi-category, continuous, and multivariate treatments in the spirit of Zubizarreta (2015) tools:::Rd_expr_doi("10.1080/01621459.2015.1023805"). The degree of balance can be specified for each covariate. In addition, sampling weights can be estimated that allow a sample to generalize to a population specified with given target moments of covariates, as in matching-adjusted indirect comparison (MAIC).

optweight: Optimization-Based Stable Balancing Weights — optweight-package

Maintainer: Noah Greifer <a href='mailto:noah.greifer@gmail.com'>noah.greifer@gmail.com</a> (<a href='https://orcid.org/0000-0003-3067-7154'>ORCID</a>)

optweight-package: optweight: Optimization-Based Stable Balancing Weights

Description

Arguments

Author

See Also