Other packages > Find by keyword >

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]
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 26 Mar. 2025.
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)
Other packages that cited rddensity R package
View rddensity citation profile
Other R packages that rddensity depends, imports, suggests or enhances
Complete documentation for rddensity
Downloads during the last 30 days
02/2402/2502/2602/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/25Downloads for rddensity102030405060708090100110120130TrendBars

Today's Hot Picks in Authors and Packages

photobiologyPlants  
Plant Photobiology Related Functions and Data
Provides functions for quantifying visible (VIS) and ultraviolet (UV) radiation in relation to the ...
Download / Learn more Package Citations See dependency  
DySS  
Dynamic Screening Systems
In practice, we will encounter problems where the longitudinal performance of processes needs to be ...
Download / Learn more Package Citations See dependency  
Maintainer: Lu You (view profile)
MGL  
Module Graphical Lasso
An aggressive dimensionality reduction and network estimationtechnique for a high-dimensiona ...
Download / Learn more Package Citations See dependency  
provenance  
Statistical Toolbox for Sedimentary Provenance Analysis
Bundles a number of established statistical methods to facilitate the visual interpretation of large ...
Download / Learn more Package Citations See dependency  
fPortfolio  
Rmetrics - Portfolio Selection and Optimization
A collection of functions to optimize portfolios and to analyze them from different points of view. ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA