Provides functions to conduct robust inference in difference-in-differences and event study designs by implementing the methods developed in Rambachan & Roth (2023) <doi:10.1093/restud/rdad018>, "A More Credible Approach to Parallel Trends" [Previously titled "An Honest Approach..."]. Inference is conducted under a weaker version of the parallel trends assumption. Uniformly valid confidence sets are constructed based upon conditional confidence sets, fixed-length confidence sets and hybridized confidence sets.
| Version: | 0.2.6 |
| Depends: | R (≥ 3.6.0) |
| Imports: | stats, rlang, foreach (≥ 1.4.7), matrixStats (≥ 0.63.0), CVXR (≥ 0.99-6), latex2exp (≥ 0.4.0), lpSolveAPI (≥ 5.5.2.0-17), Matrix (≥ 1.2-17), pracma (≥ 2.2.5), purrr (≥ 0.3.4), tibble (≥ 1.3.4), dplyr (≥ 0.7.4), ggplot2 (≥ 2.2.1), Rglpk (≥ 0.6-4), mvtnorm (≥ 1.1-3), TruncatedNormal (≥ 1.0) |
| Suggests: | knitr, testthat, haven, lfe, rmarkdown |
| Published: | 2024-07-14 |
| DOI: | 10.32614/CRAN.package.HonestDiD |
| Author: | Ashesh Rambachan [aut, cph, cre], Jonathan Roth [aut, cph] |
| Maintainer: | Ashesh Rambachan <ashesh.a.rambachan at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | HonestDiD results |
| Reference manual: | HonestDiD.pdf |
| Package source: | HonestDiD_0.2.6.tar.gz |
| Windows binaries: | r-devel: HonestDiD_0.2.6.zip, r-release: HonestDiD_0.2.6.zip, r-oldrel: HonestDiD_0.2.6.zip |
| macOS binaries: | r-devel (arm64): HonestDiD_0.2.6.tgz, r-release (arm64): HonestDiD_0.2.6.tgz, r-oldrel (arm64): HonestDiD_0.2.6.tgz, r-devel (x86_64): HonestDiD_0.2.6.tgz, r-release (x86_64): HonestDiD_0.2.6.tgz, r-oldrel (x86_64): HonestDiD_0.2.6.tgz |
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