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rdrobust  

Robust Data-Driven Statistical Inference in Regression-Discontinuity Designs
View on CRAN: Click here


Download and install rdrobust package within the R console
Install from CRAN:
install.packages("rdrobust")

Install from Github:
library("remotes")
install_github("cran/rdrobust")

Install by package version:
library("remotes")
install_version("rdrobust", "2.2")



Attach the package and use:
library("rdrobust")
Maintained by
Sebastian Calonico
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-06-08
Latest Update: 2023-11-03
Description:
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).
How to cite:
Sebastian Calonico (2014). rdrobust: Robust Data-Driven Statistical Inference in Regression-Discontinuity Designs. R package version 2.2, https://cran.r-project.org/web/packages/rdrobust. Accessed 21 Dec. 2024.
Previous versions and publish date:
0.5 (2014-06-08 12:35), 0.6 (2014-06-18 00:46), 0.61 (2014-09-04 08:13), 0.70 (2014-10-26 07:23), 0.80 (2015-03-19 23:51), 0.90 (2016-05-08 09:52), 0.91 (2016-05-28 08:18), 0.92 (2016-08-09 11:42), 0.93 (2016-08-15 16:02), 0.94 (2016-09-20 18:46), 0.95 (2016-12-13 19:55), 0.96 (2017-03-08 20:03), 0.97 (2017-04-11 23:17), 0.98 (2017-06-09 19:11), 0.99.1 (2018-03-21 23:54), 0.99.2 (2018-07-09 20:50), 0.99.3 (2018-07-12 18:10), 0.99.4 (2018-09-27 00:00), 0.99.5 (2020-01-10 23:40), 0.99.6 (2020-04-02 07:40), 0.99.7 (2020-04-21 16:30), 0.99.8 (2020-06-05 07:20), 0.99.9 (2020-08-26 18:10), 0.99 (2018-01-04 00:41), 1.0.1 (2021-02-24 07:50), 1.0.2 (2021-05-18 18:20), 1.0.3 (2021-07-05 22:00), 1.0.4 (2021-07-13 07:00), 1.0.5 (2021-08-12 21:10), 1.0.6 (2021-09-02 23:10), 1.0.7 (2021-11-05 21:00), 1.0.8 (2021-12-02 06:40), 2.0.0 (2022-06-07 01:10), 2.0.1 (2022-06-07 23:40), 2.0.2 (2022-06-16 12:30), 2.0.3 (2022-09-30 22:00), 2.1.0 (2022-10-28 23:44), 2.1.1 (2022-12-05 09:10)
Other packages that cited rdrobust R package
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Other R packages that rdrobust depends, imports, suggests or enhances
Complete documentation for rdrobust
Functions, R codes and Examples using the rdrobust R package
Some associated functions: rdbwselect . rdbwselect_2014 . rdplot . rdrobust-package . rdrobust . rdrobust_RDsenate . 
Some associated R codes: functions.R . rdbwselect.R . rdbwselect_2014.R . rdplot.R . rdrobust.R .  Full rdrobust package functions and examples
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