rsmatch

Matching Methods for Time-Varying Observational Studies

CRAN Package

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) and "Propensity Score Matching with Time-Dependent Covariates" from Lu (2005) . 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 after obtaining a license.


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  • Depends1 package
  • Imports4 packages
  • Suggests8 packages