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# 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 "gapclosing" in publications use:'
type: software
license: MIT
title: 'gapclosing: Estimate Gaps Under an Intervention'
version: 1.0.3
doi: 10.31235/osf.io/gx4y3
identifiers:
- type: doi
  value: 10.32614/CRAN.package.gapclosing
abstract: 'Provides functions to estimate the disparities across categories (e.g.
  Black and white) that persists if a treatment variable (e.g. college) is equalized.
  Makes estimates by treatment modeling, outcome modeling, and doubly-robust augmented
  inverse probability weighting estimation, with standard errors calculated by a nonparametric
  bootstrap. Cross-fitting is supported. Survey weights are supported for point estimation
  but not for standard error estimation; those applying this package with complex
  survey samples should consult the data distributor to select an appropriate approach
  for standard error construction, which may involve calling the functions repeatedly
  for many sets of replicate weights provided by the data distributor. The methods
  in this package are described in the accompanying paper: <https://doi.org/10.1177/00491241211055769>.'
authors:
- family-names: Lundberg
  given-names: Ian
  email: ianlundberg@ucla.edu
  orcid: https://orcid.org/0000-0002-1909-2270
preferred-citation:
  type: article
  title: 'The gap-closing estimand: A causal approach to study interventions that
    close disparities across social categories'
  authors:
  - name: Ian Lundberg
  journal: Working Paper
  year: '2021'
  url: https://doi.org/10.31235/osf.io/gx4y3
  doi: 10.31235/osf.io/gx4y3
repository: https://cran.r-universe.dev
repository-code: https://github.com/ilundberg/gapclosing
commit: f6324511e13035484d9c59f6455be2a9bf838f54
url: https://ilundberg.github.io/gapclosing/
date-released: '2026-05-23'
contact:
- family-names: Lundberg
  given-names: Ian
  email: ianlundberg@ucla.edu
  orcid: https://orcid.org/0000-0002-1909-2270