Package: DistributionIV
Type: Package
Title: Distributional Instrumental Variable (DIV) Model
Version: 0.1.3
Authors@R: c(
    person("Anastasiia", "Holovchak", 
           email = "anastasiia.holovchak@stat.math.ethz.ch", role = c("aut", "cre", "ctb")),
    person("Sorawit", "Saengkyongam", email = "sorawit.saengkyongam@stat.math.ethz.ch", role = c("aut", "ctb")),
    person("Nicolai", "Meinshausen", email = "meinshausen@stat.math.ethz.ch", role = c("aut", "ctb")),
    person("Xinwei", "Shen", email = "xinwei.shen@stat.math.ethz.ch", role = c("aut", "ctb"))
    ) 
Description: 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.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: checkmate
Suggests: testthat (>= 3.2.0), torch, vctrs, withr
Config/testthat/edition: 3
Maintainer: Anastasiia Holovchak
 <anastasiia.holovchak@stat.math.ethz.ch>
NeedsCompilation: no
RoxygenNote: 7.3.2
Packaged: 2026-10-04 08:46:17 UTC; root
Author: Anastasiia Holovchak [aut, cre, ctb], Sorawit Saengkyongam
        [aut, ctb], Nicolai Meinshausen [aut, ctb], Xinwei Shen [aut,
        ctb]
Repository: https://aholovchak.r-universe.dev
Date/Publication: 2025-09-08 12:20:08 UTC
RemoteUrl: https://github.com/cran/DistributionIV
RemoteRef: HEAD
RemoteSha: 93a0f14f01d78c7c513d67f479efa82eb3137ce6