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DistributionIV  

Distributional Instrumental Variable (DIV) Model
View on CRAN: Click here


Download and install DistributionIV package within the R console
Install from CRAN:
install.packages("DistributionIV")

Install from Github:
library("remotes")
install_github("cran/DistributionIV")

Install by package version:
library("remotes")
install_version("DistributionIV", "0.1.3")



Attach the package and use:
library("DistributionIV")
Maintained by
Anastasiia Holovchak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-27
Latest Update:
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.
How to cite:
Anastasiia Holovchak (2025). DistributionIV: Distributional Instrumental Variable (DIV) Model. R package version 0.1.3, https://cran.r-project.org/web/packages/DistributionIV. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.1.0 (2025-02-27 17:50), 0.1.2 (2025-06-27 15:40)
Other packages that cited DistributionIV R package
View DistributionIV citation profile
Other R packages that DistributionIV depends, imports, suggests or enhances
Complete documentation for DistributionIV
Functions, R codes and Examples using the DistributionIV R package
Full DistributionIV package functions and examples
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