Package: ham
Title: Healthcare Analysis Methods
Version: 1.2.0.9000
Authors@R: 
    person("Stephen", "Zuniga", , "rms.shiny@gmail.com", role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0003-1458-3924"))
Description: Conducts analyses for healthcare program evaluations or
        intervention studies. Calculates regression analyses for
        standard ordinary least squares (OLS or linear) or logistic
        models. Performs regression models used for causal modeling
        such as differences-in-differences (DID) and interrupted time
        series (ITS) models. Provides limited interpretations of model
        results and a ranking of variable importance in models.
        Performs propensity score models, top-coding of model outcome
        variables, and can return new data with the newly formed
        variables. Conducts Bayesian analysis summaries and graphs,
        decision curve analysis, and produces some Shewhart control
        charts. Also performs Cronbach's alpha for various scale items
        (e.g., survey questions). See Github URL for examples in the
        README file. For more details on the statistical methods, see
        Allen & Yen (1979, ISBN:0-8185-0283-5), Angrist & Pischke
        (2009, ISBN:9780691120355), Cohen (1988, ISBN:0-8058-0283-5),
        Gebski (2012) <doi:10.1017/S0950268812000179>, Gelman &
        Goodrich (2019) <doi:10.1080/00031305.2018.1549100>, Gelman &
        Hill (2007, ISBN:978-0-521-68689-1), Harrell (2015,
        ISBN:978-3-319-19424-0), Imbens & Rubin (2015,
        ISBN:978-0-521-88588-1), Kline (1999, ISBN:9780415211581),
        Kruschke (2014, ISBN:9780124058880), Linden (2015)
        <doi:10.1177/1536867X1501500208>, Merlo (2006)
        <doi:10.1136/jech.2004.029454>, Muthen & Satorra (1995)
        <doi:10.2307/271070>, Rabe-Hesketh & Skrondal (2008,
        ISBN:978-1-59718-040-5), Rosenbaum (2010,
        ISBN:978-1-4419-1212-1), Ryan (2011, ISBN:978-0-470-59074-4),
        and Vickers & Elkin (2006) <doi:10.1177/0272989X06295361>.
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Depends: R (>= 3.5.0)
LazyData: true
URL: https://github.com/szuniga07/ham
BugReports: https://github.com/szuniga07/ham/issues
Imports: methods
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
Config/testthat/edition: 3
VignetteBuilder: knitr
Repository: https://szuniga07.r-universe.dev
Date/Publication: 2026-07-02 17:13:39 UTC
RemoteUrl: https://github.com/szuniga07/ham
RemoteRef: HEAD
RemoteSha: 5052c4985af812726c057d0309956fc8e5d3b18a
NeedsCompilation: no
Packaged: 2026-07-02 20:00:26 UTC; root
Author: Stephen Zuniga [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-1458-3924>)
Maintainer: Stephen Zuniga <rms.shiny@gmail.com>