Package: stratamatch
Type: Package
Date: 2022-03-30
Title: Stratification and Matching for Large Observational Data Sets
Version: 0.1.9
Authors@R: c(
           person("Rachael C.", "Aikens", email = "rockyaikens@gmail.com",
                  role = c("aut", "cre")),
           person("Joseph", "Rigdon",
                  role = c("aut")), 
           person("Justin", "Lee",
                  role = c("aut")),
           person("Michael", "Baiocchi", email = "baiocchi@stanford.edu",
                  role = c("aut")),
           person("Jonathan", "Chen", email = "jonc101@stanford.edu",
                  role = c("aut"))
           )
Maintainer: Rachael C. Aikens <rockyaikens@gmail.com>
BugReports: https://github.com/raikens1/stratamatch/issues
Description: A pilot matching design to automatically stratify and
        match large datasets.  The manual_stratify() function allows
        users to manually stratify a dataset based on categorical
        variables of interest, while the auto_stratify() function does
        automatically by allocating a held-aside (pilot) data set,
        fitting a prognostic score (see Hansen (2008)
        <doi:10.1093/biomet/asn004>) on the pilot set, and stratifying
        the data set based on prognostic score quantiles.  The
        strata_match() function then does optimal matching of the data
        set in parallel within strata.
License: GPL-3
Encoding: UTF-8
LazyData: true
Imports: dplyr (>= 0.8.3), Hmisc (>= 4.2-0), magrittr (>= 1.5), rlang
        (>= 0.4.0), survival(>= 2.44.1.1)
Depends: R (>= 3.4.0)
Suggests: knitr, optmatch (>= 0.9-11), rmarkdown, testthat (>= 2.1.0),
        glmnet (>= 4.0), randomForest (>= 4.6-14)
URL: https://github.com/raikens1/stratamatch
RoxygenNote: 7.1.2
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-06-18 08:27:51 UTC; root
Author: Rachael C. Aikens [aut, cre], Joseph Rigdon [aut], Justin Lee
        [aut], Michael Baiocchi [aut], Jonathan Chen [aut]
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://raikens1.r-universe.dev
Date/Publication: 2022-03-31 05:00:02 UTC
RemoteUrl: https://github.com/cran/stratamatch
RemoteRef: HEAD
RemoteSha: 6f51f1b48af45207ad2537a63e224f7ae5f3caa4