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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.
Getting started
Browse package contents
Package details |
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| Author | Anastasiia Holovchak [aut, cre, ctb], Sorawit Saengkyongam [aut, ctb], Nicolai Meinshausen [aut, ctb], Xinwei Shen [aut, ctb] |
| Maintainer | Anastasiia Holovchak <anastasiia.holovchak@stat.math.ethz.ch> |
| License | MIT + file LICENSE |
| Version | 0.1.3 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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