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causalQual  

Causal Inference for Qualitative Outcomes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("causalQual", "1.0.0")



Attach the package and use:
library("causalQual")
Maintained by
Riccardo Di Francesco
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-02-24
Latest Update: 2025-02-24
Description:
Implements the framework introduced in Di Francesco and Mellace (2025) <doi:10.48550/arXiv.2502.11691>, shifting the focus to well-defined and interpretable estimands that quantify how treatment affects the probability distribution over outcome categories. It supports selection-on-observables, instrumental variables, regression discontinuity, and difference-in-differences designs.
How to cite:
Riccardo Di Francesco (2025). causalQual: Causal Inference for Qualitative Outcomes. R package version 1.0.0, https://cran.r-project.org/web/packages/causalQual. Accessed 06 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited causalQual R package
View causalQual citation profile
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Complete documentation for causalQual
Functions, R codes and Examples using the causalQual R package
Full causalQual package functions and examples
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