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# CITATION.cff 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 "badcontrols" in publications use:'
type: software
license: GPL-3.0-or-later
title: 'badcontrols: Difference-in-Differences with Bad Controls'
version: 1.0.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.badcontrols
abstract: Implements methods for difference-in-differences with bad controls, i.e.,
  time-varying covariates that are affected by the treatment. Provides imputation,
  doubly robust, and machine learning estimators that are based on Caetano, Callaway,
  Payne, and Sant'Anna (2026) <https://doi.org/10.48550/arXiv.2608.03881>.
authors:
- family-names: Caetano
  given-names: Carolina
  email: ccaetano@uga.edu
- family-names: Callaway
  given-names: Brantly
  email: brantly.callaway@uga.edu
- family-names: Payne
  given-names: Stroud
  email: stroud.payne@vanderbilt.edu
- family-names: Sant'Anna
  given-names: Hugo
  email: hsantanna@uab.edu
preferred-citation:
  type: manual
  title: 'badcontrols: Difference-in-Differences with Bad Controls'
  authors:
  - family-names: Caetano
    given-names: Carolina
    email: ccaetano@uga.edu
  - family-names: Callaway
    given-names: Brantly
    email: brantly.callaway@uga.edu
  - family-names: Payne
    given-names: Stroud
    email: stroud.payne@vanderbilt.edu
  - family-names: Sant'Anna
    given-names: Hugo
    email: hsantanna@uab.edu
  year: '2026'
  notes: R package version 1.0.0
  url: https://github.com/hugosantanna/badcontrols
repository: https://hugosantanna.r-universe.dev
repository-code: https://github.com/hugosantanna/badcontrols
commit: 651ccc925776125bb9233d76867c862107ea0ba5
url: https://github.com/hugosantanna/badcontrols
date-released: '2026-09-03'
contact:
- family-names: Sant'Anna
  given-names: Hugo
  email: hsantanna@uab.edu
references:
- type: article
  title: Difference-in-Differences with Bad Controls
  authors:
  - family-names: Caetano
    given-names: Carolina
  - family-names: Callaway
    given-names: Brantly
  - family-names: Payne
    given-names: Stroud
  - family-names: Sant'Anna
    given-names: Hugo
  year: '2026'
  journal: arXiv preprint arXiv:2608.03881
  url: https://arxiv.org/abs/2608.03881