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: 2025-09-08 08:31:58 UTC; aholovchak
Author: Anastasiia Holovchak [aut, cre, ctb],
  Sorawit Saengkyongam [aut, ctb],
  Nicolai Meinshausen [aut, ctb],
  Xinwei Shen [aut, ctb]
Repository: CRAN
Date/Publication: 2025-09-08 12:20:08 UTC
Built: R 4.6.0; ; 2026-04-25 18:18:12 UTC; unix
