Introduction | 1. Stage One: Initialize | 1.1 Common Treatment Time (Stage One) | 1.2 Staggered Adoption (Stage One) | 2. Stage Two: Silos | 2.1 Common Treatment Time (Stage Two) | 2.2 Staggered Adoption (Stage Two) | 3. Stage Three: Analysis | 3.1 Common Treatment Time (Stage Three) | 3.2 Staggered Adoption (Stage Three) | References
Package: undidR 3.0.2
undidR: Difference-in-Differences with Unpoolable Data
A framework for estimating difference-in-differences with unpoolable data, based on Karim, Webb, Austin, and Strumpf (2025) <doi:10.48550/arXiv.2403.15910>. Supports common or staggered adoption, multiple groups, and the inclusion of covariates. Also computes p-values for the aggregate average treatment effect on the treated via the randomization inference procedure described in MacKinnon and Webb (2020) <doi:10.1016/j.jeconom.2020.04.024>.
Authors:
undidR_3.0.2.tar.gz
undidR_3.0.2.zip(r-4.7)undidR_3.0.2.zip(r-4.6)undidR_3.0.2.zip(r-4.5)
undidR_3.0.2.tgz(r-4.6-any)undidR_3.0.2.tgz(r-4.5-any)
undidR_3.0.2.tar.gz(r-4.7-any)undidR_3.0.2.tar.gz(r-4.6-any)
undidR_3.0.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
undidR/json (API)
| # Install 'undidR' in R: |
| install.packages('undidR', repos = c('https://ebjamieson97.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ebjamieson97/undidr/issues
Pkgdown/docs site:https://ebjamieson97.github.io
Datasets:
- silo71 - Example merit data
Last updated from:049459bd7b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 129 | ||
| source / vignettes | OK | 214 | ||
| linux-release-x86_64 | OK | 116 | ||
| macos-release-arm64 | OK | 201 | ||
| macos-oldrel-arm64 | OK | 134 | ||
| windows-devel | OK | 95 | ||
| windows-release | OK | 79 | ||
| windows-oldrel | OK | 86 | ||
| wasm-release | OK | 81 |
Exports:create_diff_dfcreate_init_csvundid_date_formatsundid_stage_threeundid_stage_two
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract coefficients from 'UnDiDObj' | coef.UnDiDObj |
| Creates the 'empty_diff_df.csv' | create_diff_df |
| Creates the 'init.csv' | create_init_csv |
| Plot method for 'UnDiDObj' | plot.UnDiDObj |
| Print method for 'UnDiDObj' | print.UnDiDObj |
| Example merit data | silo71 |
| Summary method for 'UnDiDObj' | summary.UnDiDObj |
| Shows valid date formats | undid_date_formats |
| Computes UNDID results | undid_stage_three |
| Runs UNDID stage two procedures | undid_stage_two |
