# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "clarify" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'clarify: Simulation-Based Inference for Regression Models'
version: 0.2.3
doi: 10.32614/RJ-2024-015
identifiers:
- type: doi
  value: 10.32614/CRAN.package.clarify
abstract: 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 Greifer, et al. (2025) <https://doi.org/10.32614/RJ-2024-015>.
  '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.
authors:
- family-names: Greifer
  given-names: Noah
  email: ngreifer@iq.harvard.edu
  orcid: https://orcid.org/0000-0003-3067-7154
- family-names: Worthington
  given-names: Steven
  email: sworthington@iq.harvard.edu
  orcid: https://orcid.org/0000-0001-9550-5797
- family-names: Iacus
  given-names: Stefano
  orcid: https://orcid.org/0000-0002-4884-0047
- family-names: King
  given-names: Gary
  email: king@harvard.edu
  orcid: https://orcid.org/0000-0002-5327-7631
preferred-citation:
  type: article
  title: 'clarify: Simulation-Based Inference for Regression Models'
  authors:
  - family-names: Greifer
    given-names: Noah
    email: ngreifer@iq.harvard.edu
    orcid: https://orcid.org/0000-0003-3067-7154
  - family-names: Worthington
    given-names: Steven
    email: sworthington@iq.harvard.edu
    orcid: https://orcid.org/0000-0001-9550-5797
  - family-names: Iacus
    given-names: Stefano
    orcid: https://orcid.org/0000-0002-4884-0047
  - family-names: King
    given-names: Gary
    email: king@harvard.edu
    orcid: https://orcid.org/0000-0002-5327-7631
  journal: The R Journal
  year: '2025'
  volume: '16'
  issue: '2'
  doi: 10.32614/RJ-2024-015
  start: '154'
  end: '174'
repository: https://cran.r-universe.dev
repository-code: https://github.com/iqss/clarify
commit: 7352bc7993345f87bb9e1a0270a97cccfec5ff1b
url: https://iqss.github.io/clarify/
date-released: '2026-06-08'
contact:
- family-names: Greifer
  given-names: Noah
  email: ngreifer@iq.harvard.edu
  orcid: https://orcid.org/0000-0003-3067-7154