Package: rdrobust 2.2
Sebastian Calonico
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_2.2.tar.gz
rdrobust_2.2.tar.gz(r-4.5-noble)rdrobust_2.2.tar.gz(r-4.4-noble)
rdrobust_2.2.tgz(r-4.4-emscripten)rdrobust_2.2.tgz(r-4.3-emscripten)
rdrobust.pdf |rdrobust.html✨
rdrobust/json (API)
| # Install 'rdrobust' in R: |
| install.packages('rdrobust', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- rdrobust_RDsenate - RD Senate Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:f39b746c70. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Dec 19 2024 |
| R-4.5-linux | OK | Dec 19 2024 |
Exports:rdbwselectrdbwselect_2014rdplotrdrobust
Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Robust Data-Driven Statistical Inference in RD Designs | rdrobust-package |
| Bandwidth Selection Procedures for Local Polynomial Regression Discontinuity Estimators | print.rdbwselect rdbwselect summary.rdbwselect |
| Deprecated Bandwidth Selection Procedures for Local-Polynomial Regression-Discontinuity Estimators. | print.rdbwselect_2014 rdbwselect_2014 summary.rdbwselect_2014 |
| 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 |