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license: MIT
title: 'DistributionIV: Distributional Instrumental Variable (DIV) Model'
version: 0.1.0
doi: 10.32614/CRAN.package.DistributionIV
abstract: Distributional instrumental variable (DIV) model for estimation of the interventional
  distribution of the outcome Y under a do-intervention on the treatment X. Instruments,
  predictors and targets can be univariate or multivariate. Functionality includes
  estimation of the (conditional) interventional mean and quantiles, as well as sampling
  from the fitted (conditional) interventional distribution.
authors:
- family-names: Holovchak
  given-names: Anastasiia
  email: anastasiia.holovchak@stat.math.ethz.ch
- family-names: Saengkyongam
  given-names: Sorawit
  email: sorawit.saengkyongam@stat.math.ethz.ch
- family-names: Meinshausen
  given-names: Nicolai
  email: meinshausen@stat.math.ethz.ch
- family-names: Shen
  given-names: Xinwei
  email: xinwei.shen@stat.math.ethz.ch
repository: https://aholovchak.r-universe.dev
commit: 53dbe5d577328e93c511533b0e0e2c1e870a1d8b
date-released: '2025-02-27'
contact:
- family-names: Holovchak
  given-names: Anastasiia
  email: anastasiia.holovchak@stat.math.ethz.ch