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Understanding heterogeneous causal effects based on pretreatment covariates is a crucial step in modern empirical work in data science. Building on the recent developments in Calonico et al (2025) <https://rdpackages.github.io/references/Calonico-Cattaneo-Farrell-Palomba-Titiunik_2025_HTERD.pdf>, this package provides tools for estimation and inference of heterogeneous treatment effects in Regression Discontinuity (RD) Designs. The package includes two main commands: 'rdhte' to conduct estimation and robust bias-corrected inference for conditional RD treatment effects (given choice of bandwidth parameter); and 'rdbwhte', which implements automatic bandwidth selection methods.
| Version: | 0.0.1 |
| Imports: | rdrobust, sandwich |
| Published: | 2025-03-25 |
| DOI: | 10.32614/CRAN.package.rdhte |
| Author: | Sebastian Calonico [aut, cre], Matias D. Cattaneo [aut], Max H. Farrell [aut], Filippo Palomba [aut], Rocio Titiunik [aut] |
| Maintainer: | Sebastian Calonico <scalonico at ucdavis.edu> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | rdhte results |
| Reference manual: | rdhte.pdf |
| Package source: | rdhte_0.0.1.tar.gz |
| Windows binaries: | r-devel: rdhte_0.0.1.zip, r-release: rdhte_0.0.1.zip, r-oldrel: rdhte_0.0.1.zip |
| macOS binaries: | r-devel (arm64): rdhte_0.0.1.tgz, r-release (arm64): rdhte_0.0.1.tgz, r-oldrel (arm64): rdhte_0.0.1.tgz, r-devel (x86_64): rdhte_0.0.1.tgz, r-release (x86_64): rdhte_0.0.1.tgz, r-oldrel (x86_64): rdhte_0.0.1.tgz |
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