Package: clarify
Type: Package
Title: Simulation-Based Inference for Regression Models
Version: 0.2.1
Authors@R: c(
  person("Noah", "Greifer", role = c("aut", "cre"), 
         email = "ngreifer@iq.harvard.edu",
	       comment = c(ORCID="0000-0003-3067-7154")),
	person("Steven", "Worthington", role = c("aut"), 
         email = "sworthington@iq.harvard.edu",
	       comment = c(ORCID="0000-0001-9550-5797")),
	person("Stefano", "Iacus", role = c("aut"), 
         email = "siacus@iq.harvard.edu",
	       comment = c(ORCID="0000-0002-4884-0047")),
	person("Gary", "King", role = c("aut"), 
         email = "king@harvard.edu",
	       comment = c(ORCID="0000-0002-5327-7631"))
  )
Description: Performs simulation-based inference as an alternative to the delta method for obtaining valid confidence intervals and p-values for regression post-estimation quantities, such as average marginal effects and predictions at representative values. This framework for simulation-based inference is especially useful when the resulting quantity is not normally distributed and the delta method approximation fails. The methodology is described in King, Tomz, and Wittenberg (2000) <doi:10.2307/2669316>. 'clarify' is meant to replace some of the functionality of the archived package 'Zelig'; see the vignette "Translating Zelig to clarify" for replicating this functionality.
License: GPL (>= 3)
Encoding: UTF-8
Depends: R (>= 3.5.0)
Imports: ggplot2 (>= 3.4.0), pbapply (>= 1.7-0), chk (>= 0.9.0), rlang
        (>= 1.0.6), insight (>= 0.19.11), marginaleffects (>= 0.20.0),
        mvnfast (>= 0.2.6)
Suggests: testthat (>= 3.0.0), MatchIt (>= 4.0.0), parallel, knitr,
        rmarkdown, Amelia, MASS, betareg, survey, estimatr, fixest,
        logistf, geepack, rms, robustbase, robust, AER, ivreg, mgcv,
        sandwich
Config/testthat/edition: 3
RoxygenNote: 7.3.1
URL: https://github.com/iqss/clarify, https://iqss.github.io/clarify/
BugReports: https://github.com/iqss/clarify/issues
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2024-05-30 16:19:45 UTC; ngreifer
Author: Noah Greifer [aut, cre] (<https://orcid.org/0000-0003-3067-7154>),
  Steven Worthington [aut] (<https://orcid.org/0000-0001-9550-5797>),
  Stefano Iacus [aut] (<https://orcid.org/0000-0002-4884-0047>),
  Gary King [aut] (<https://orcid.org/0000-0002-5327-7631>)
Maintainer: Noah Greifer <ngreifer@iq.harvard.edu>
Repository: CRAN
Date/Publication: 2024-05-30 16:50:02 UTC
Built: R 4.3.3; ; 2024-06-05 00:59:08 UTC; unix
