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DESCRIPTION
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Package: rsmatch
Title: Matching Methods for Time-Varying Observational Studies
Version: 0.2.1
Authors@R: c(
person("Sean", "Kent", , "[email protected]", role = c("aut", "cre", "cph"),
comment = c(ORCID = "0000-0001-8697-9069")),
person("Mitchell", "Paukner", role = c("aut", "cph"),
comment = c(ORCID = "0000-0003-3839-5311"))
)
Description: 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.
License: MIT + file LICENSE
URL: https://skent259.github.io/rsmatch/, https://github.com/skent259/rsmatch
BugReports: https://github.com/skent259/rsmatch/issues
Depends:
R (>= 2.10)
Imports:
dplyr,
MASS,
Matrix,
stats
Suggests:
gurobi,
knitr,
nbpMatching,
Rglpk,
rlang,
rmarkdown,
survival,
testthat
VignetteBuilder:
knitr
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3