Package: causalQual Title: Causal Inference for Qualitative Outcomes Version: 1.0.0 Authors@R: person("Riccardo", "Di Francesco", , "difrancesco.riccardo96@gmail.com", role = c("aut", "cre", "cph")) Description: Implements the framework introduced in Di Francesco and Mellace (2025) , 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. License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.2 Imports: AER, caret, cli, did, ggplot2, ggsci, grf, lmtest, magrittr, ocf, rdrobust, sandwich, stats, stringr Suggests: knitr, rmarkdown VignetteBuilder: knitr URL: https://riccardo-df.github.io/causalQual/ Config/pak/sysreqs: cmake make libicu-dev Repository: https://riccardo-df.r-universe.dev Date/Publication: 2025-04-02 11:11:02 UTC RemoteUrl: https://github.com/riccardo-df/causalqual RemoteRef: HEAD RemoteSha: 65d788a4691b39cb56d68eb7562b09e699b38931 NeedsCompilation: no Packaged: 2026-06-21 08:26:22 UTC; root Author: Riccardo Di Francesco [aut, cre, cph] Maintainer: Riccardo Di Francesco