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.


Reference manual

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install.packages("DistributionIV")

0.1.3 by Anastasiia Holovchak, a year ago


Browse source code at https://github.com/cran/DistributionIV


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


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports checkmate

Suggests testthat, torch, vctrs, withr


See at CRAN