Distributional Instrumental Variable (DIV) Model [R package DistributionIV version 0.1.3]

DistributionIV: Distributional Instrumental Variable (DIV) Model

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.

Version: 0.1.3

Imports: checkmate

Suggests: testthat (≥ 3.2.0), torch, vctrs, withr

Published: 2025年09月08日

DOI: 10.32614/CRAN.package.DistributionIV

Author: Anastasiia Holovchak [aut, cre, ctb], Sorawit Saengkyongam [aut, ctb], Nicolai Meinshausen [aut, ctb], Xinwei Shen [aut, ctb]

Maintainer: Anastasiia Holovchak <anastasiia.holovchak at stat.math.ethz.ch>

License: MIT + file LICENSE

NeedsCompilation: no

Materials: NEWS

CRAN checks: DistributionIV results

Documentation:

Reference manual: DistributionIV.html , DistributionIV.pdf

Downloads:

Package source: DistributionIV_0.1.3.tar.gz

Windows binaries: r-devel: DistributionIV_0.1.3.zip, r-release: DistributionIV_0.1.3.zip, r-oldrel: DistributionIV_0.1.3.zip

macOS binaries: r-release (arm64): DistributionIV_0.1.3.tgz, r-oldrel (arm64): DistributionIV_0.1.3.tgz, r-release (x86_64): DistributionIV_0.1.3.tgz, r-oldrel (x86_64): DistributionIV_0.1.3.tgz

Old sources: DistributionIV archive

Linking:

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