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rddensity
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]
[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 21 Nov. 2024.
Previous versions and publish date:
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Complete documentation for rddensity
Functions, R codes and Examples using
the rddensity R package
Some associated functions: Cgenerate . Cminusgenerate . Cplusgenerate . Ggenerate . Gminusgenerate . Gplusgenerate . Psigenerate . Sgenerate . Sminusgenerate . Splusgenerate . h_opt_density . h_opt_density_res . print.CJMrdbwdensity . print.CJMrddensity . rdbwdensity . rddensity-package . rddensity . rddensityUnique . rddensity_H . rddensity_fV . rddensity_senate . rdplotdensity . summary.CJMrdbwdensity . summary.CJMrddensity .
Some associated R codes: rdbwdensity.R . rddensity-package.R . rddensity.R . rddensity_fun.R . rddensity_senate.R . rdplotdensity.R . Full rddensity package functions and examples
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