Package: rdrobust 4.1.1
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_4.1.1.tar.gz
rdrobust_4.1.1.zip(r-4.7-any)rdrobust_4.1.1.zip(r-4.6-any)rdrobust_4.1.1.zip(r-4.5-any)
rdrobust_4.1.1.tgz(r-4.6-any)rdrobust_4.1.1.tgz(r-4.5-any)
rdrobust_4.1.1.tar.gz(r-4.7-any)rdrobust_4.1.1.tar.gz(r-4.6-any)
rdrobust_4.1.1.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
- rdrobust_RDsenate - RD Senate Data
Last updated from:4bbe6fa89b. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 149 | ||
| source / vignettes | OK | 188 | ||
| linux-release | OK | 311 | ||
| macos-release | OK | 131 | ||
| macos-oldrel | OK | 134 | ||
| windows-devel | OK | 98 | ||
| windows-release | OK | 98 | ||
| windows-oldrel | OK | 109 | ||
| wasm-release | OK | 90 |
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 | coef.rdrobust print.rdrobust rdrobust summary.rdrobust vcov.rdrobust |
| RD Senate Data | rdrobust_RDsenate |