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rddensity  

Manipulation Testing Based on Density Discontinuity
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rddensity", "2.6")



Attach the package and use:
library("rddensity")
Maintained by
Xinwei Ma
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-03-16
Latest Update: 2023-01-22
Description:
Density discontinuity testing (a.k.a. manipulation testing) is commonly employed in regression discontinuity designs and other program evaluation settings to detect perfect self-selection (manipulation) around a cutoff where treatment/policy assignment changes. This package implements manipulation testing procedures using the local polynomial density estimators: rddensity() to construct test statistics and p-values given a prespecified cutoff, rdbwdensity() to perform data-driven bandwidth selection, and rdplotdensity() to construct density plots.
How to cite:
Xinwei Ma (2017). rddensity: Manipulation Testing Based on Density Discontinuity. R package version 2.6, https://cran.r-project.org/web/packages/rddensity. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1 (2017-03-16 08:44), 0.2.1 (2017-07-09 17:16), 0.2.2 (2017-08-03 23:29), 0.2 (2017-06-04 07:59), 1.0 (2019-07-13 00:15), 2.0 (2020-08-05 22:00), 2.1 (2020-09-02 21:10), 2.2 (2021-03-04 03:50), 2.3 (2022-11-30 09:40), 2.4 (2023-01-22 02:00), 2.5 (2024-01-22 22:10)
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