# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "marbounds" in publications use:'
type: software
license: MIT
title: 'marbounds: Bounds on Causal Effects with Mixed Informative and Non-Informative
  Missingness'
version: 0.1.0
identifiers:
- type: doi
  value: 10.32614/CRAN.package.marbounds
abstract: Implements influence-function-based estimators for bounds on causal effects
  (ATE, composite ATE, separable direct effect) when outcomes are missing due to an
  unknown mixture of informative and non-informative missingness. Supports user-specified
  estimands, assumptions, sensitivity parameters, tipping point analysis, and multiplier
  bootstrap over a grid of parameters. Nuisance functions are estimated via SuperLearner
  with cross-fitting.
authors:
- family-names: Rubinstein
  given-names: Max
  email: mrubinstein@rand.org
- family-names: Agniel
  given-names: Denis
  email: dagniel@rand.org
preferred-citation:
  type: article
  title: Bounding causal effects with an unknown mixture of informative and non-informative
    missingness
  authors:
  - family-names: Rubinstein
    given-names: Max
    email: mrubinstein@rand.org
  - family-names: Agniel
    given-names: Denis
    email: dagniel@rand.org
  - family-names: Han
    given-names: Larry
  - family-names: Horvitz-Lennon
    given-names: Marcela
  - family-names: Normand
    given-names: Sharon-Lise
  year: '2026'
  journal: Journal of Causal Inference
  notes: Accepted
  url: https://arxiv.org/pdf/2411.16902
repository: https://mrubinst757.r-universe.dev
commit: 8de5a7666f9a41efdf8d45d3185fe713fe0fda66
date-released: '2026-03-19'
contact:
- family-names: Rubinstein
  given-names: Max
  email: mrubinstein@rand.org