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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 "simcausal" in publications use:'
type: software
license: GPL-2.0-only
title: 'simcausal: Simulating Longitudinal Data with Causal Inference Applications'
version: 0.5.7
doi: 10.18637/jss.v081.i02
identifiers:
- type: doi
  value: 10.32614/CRAN.package.simcausal
abstract: A flexible tool for simulating complex longitudinal data using structural
  equations, with emphasis on problems in causal inference. Specify interventions
  and simulate from intervened data generating distributions. Define and evaluate
  treatment-specific means, the average treatment effects and coefficients from working
  marginal structural models. User interface designed to facilitate the conduct of
  transparent and reproducible simulation studies, and allows concise expression of
  complex functional dependencies for a large number of time-varying nodes. See the
  package vignette for more information, documentation and examples.
authors:
- family-names: Sofrygin
  given-names: Oleg
  email: oleg.sofrygin@gmail.com
- family-names: Laan
  given-names: Mark J.
  name-particle: van der
  email: laan@berkeley.edu
- family-names: Neugebauer
  given-names: Romain
  email: Romain.S.Neugebauer@kp.org
- family-names: Gruber
  given-names: Fred
  email: fgruber@gmail.com
preferred-citation:
  type: article
  title: 'simcausal R Package: Conducting Transparent and Reproducible Simulation
    Studies of Causal Effect Estimation with Complex Longitudinal Data'
  authors:
  - family-names: Sofrygin
    given-names: Oleg
    email: oleg.sofrygin@gmail.com
  - family-names: Laan
    given-names: Mark J.
    name-particle: van der
    email: laan@berkeley.edu
  - family-names: Neugebauer
    given-names: Romain
    email: Romain.S.Neugebauer@kp.org
  journal: Journal of Statistical Software
  year: '2017'
  volume: '81'
  issue: '2'
  doi: 10.18637/jss.v081.i02
  start: '1'
  end: '47'
repository: https://CRAN.R-project.org/package=simcausal
repository-code: https://github.com/osofr/simcausal
url: https://github.com/osofr/simcausal
date-released: '2024-10-19'
contact:
- family-names: Gruber
  given-names: Fred
  email: fgruber@gmail.com