Implements popular methods for matching in time-varying observational studies. Matching is difficult in this scenario because participants can be treated at different times which may have an influence on the outcomes. The core methods include: "Balanced Risk Set Matching" from Li, Propert, and Rosenbaum (2011) <doi:10.1198/016214501753208573> and "Propensity Score Matching with Time-Dependent Covariates" from Lu (2005) <doi:10.1111/j.1541-0420.2005.00356.x>. Some functions use the 'Gurobi' optimization back-end to improve the optimization problem speed; the 'gurobi' R package and associated software can be downloaded from <https://www.gurobi.com> after obtaining a license.
Version: 0.2.1 Depends: R (≥ 2.10) Imports: dplyr, MASS, Matrix, stats Suggests: gurobi, knitr, nbpMatching, Rglpk, rlang, rmarkdown, survival, testthat Published: 2024-02-20 DOI: 10.32614/CRAN.package.rsmatch Author: Sean Kent [aut, cre, cph], Mitchell Paukner [aut, cph] Maintainer: Sean Kent <skent259 at gmail.com> BugReports: https://github.com/skent259/rsmatch/issues License: MIT + file LICENSE URL: https://skent259.github.io/rsmatch/, https://github.com/skent259/rsmatch NeedsCompilation: no Citation: rsmatch citation info Materials: README NEWS CRAN checks: rsmatch results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=rsmatch to link to this page.
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