Setup | 1. The data = argument | 1.1 covs =: formula, names, or matrix | 2. Heteroskedasticity-robust variance (HC family) | 3. Cluster-Robust Variance Estimators (CR family) | Automatic validation | Full output for CR3 | 4. plot.rdrobust: Visual Summary of RD Results | Basic plot | Adding an effect panel | Clustered plot | 5. Custom RD plots from rdplot() | 6. broom Integration | tidy(): Coefficient-level output | glance(): Model-level summaries | Collecting results across specifications | Broader comparison: HC3 vs clustered | 7. Reporting tables: conventional point + RBC CI | Specs-as-columns variant (paper style) | LaTeX export | Session Info
Package: rdrobust 4.0.0
rdrobust: Robust Data-Driven Statistical Inference in Regression-Discontinuity Designs
Regression-discontinuity (RD) designs are quasi-experimental research designs popular in social, behavioral and natural sciences. The RD design is usually employed to study the (local) causal effect of a treatment, intervention or policy. This package provides tools for data-driven graphical and analytical statistical inference in RD designs: rdrobust() to construct local-polynomial point estimators and robust confidence intervals for average treatment effects at the cutoff in Sharp, Fuzzy and Kink RD settings, rdbwselect() to perform bandwidth selection for the different procedures implemented, and rdplot() to conduct exploratory data analysis (RD plots).
Authors:
rdrobust_4.0.0.tar.gz
rdrobust_4.0.0.zip(r-4.7)rdrobust_4.0.0.zip(r-4.6)rdrobust_4.0.0.zip(r-4.5)
rdrobust_4.0.0.tgz(r-4.6-any)rdrobust_4.0.0.tgz(r-4.5-any)
rdrobust_4.0.0.tar.gz(r-4.7-any)rdrobust_4.0.0.tar.gz(r-4.6-any)
rdrobust_4.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
rdrobust/json (API)
| # Install 'rdrobust' in R: |
| install.packages('rdrobust', repos = c('https://scalonico.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rdpackages/rdrobust/issues
Datasets:
- rdrobust_RDsenate - RD Senate Data
Last updated from:123583cd3d. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 145 | ||
| source / vignettes | OK | 198 | ||
| linux-release-x86_64 | OK | 133 | ||
| macos-release-arm64 | OK | 180 | ||
| macos-oldrel-arm64 | OK | 202 | ||
| windows-devel | OK | 110 | ||
| windows-release | OK | 96 | ||
| windows-oldrel | OK | 141 | ||
| wasm-release | OK | 100 |
Exports:rdbwselectrdplotrdrobust
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleMASSR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Robust Data-Driven Statistical Inference in RD Designs | rdrobust-package |
| Plot Method for rdrobust Objects | plot.rdrobust |
| Bandwidth Selection Procedures for Local Polynomial Regression Discontinuity Estimators | print.rdbwselect rdbwselect summary.rdbwselect |
| Data-Driven Regression Discontinuity Plots | print.rdplot rdplot summary.rdplot |
| Local-Polynomial RD Estimation with Robust Confidence Intervals | print.rdrobust rdrobust summary.rdrobust |
| RD Senate Data | rdrobust_RDsenate |
