Package: riskdiff
Title: Risk Difference Estimation with Multiple Link Functions and
        Inverse Probability of Treatment Weighting
Version: 0.2.1
Date: 2025-06-25
Authors@R: 
    person("John D.", "Murphy", , "jackmurphy2351@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-7714-9976", "MPH, PhD"))
Description: Calculates risk differences (or prevalence differences for 
    cross-sectional data) using generalized linear models with automatic 
    link function selection. Provides robust model fitting with fallback 
    methods, support for stratification and adjustment variables, inverse
    probability of treatment weighting (IPTW) for causal inference, and 
    publication-ready output formatting. Handles model convergence issues
    gracefully and provides confidence intervals using multiple approaches.
    Methods are based on approaches described in Mark W. Donoghoe and 
    Ian C. Marschner (2018) "logbin: An R Package for Relative Risk 
    Regression Using the Log-Binomial Model" <doi:10.18637/jss.v086.i09> 
    for robust GLM fitting, Peter C. Austin (2011) "An Introduction to 
    Propensity Score Methods for Reducing the Effects of Confounding in 
    Observational Studies" <doi:10.1080/00273171.2011.568786> for IPTW methods,
    and standard epidemiological methods for risk difference estimation as 
    described in Kenneth J. Rothman, Sander Greenland and Timothy L. Lash 
    (2008, ISBN:9780781755641) "Modern Epidemiology".
License: MIT + file LICENSE
Encoding: UTF-8
RoxygenNote: 7.3.2
Depends: R (>= 3.5.0)
Imports: dplyr (>= 1.0.0), purrr, tibble, rlang, scales, stringr,
        stats, ggplot2
Suggests: kableExtra, testthat (>= 3.0.0), knitr, rmarkdown, covr
Config/testthat/edition: 3
URL: https://github.com/jackmurphy2351/riskdiff
BugReports: https://github.com/jackmurphy2351/riskdiff/issues
LazyData: true
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2025-06-25 17:27:08 UTC; johnmurphy
Author: John D. Murphy [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-7714-9976>, MPH, PhD)
Maintainer: John D. Murphy <jackmurphy2351@gmail.com>
Repository: CRAN
Date/Publication: 2025-06-30 08:50:02 UTC
Built: R 4.5.2; ; 2025-11-01 02:54:54 UTC; windows
