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rdlocrand  

Local Randomization Methods for RD Designs
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rdlocrand", "1.0")



Attach the package and use:
library("rdlocrand")
Maintained by
Gonzalo Vazquez-Bare
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-07
Latest Update: 2022-06-21
Description:
The regression discontinuity (RD) design is a popular quasi-experimental design for causal inference and policy evaluation. Under the local randomization approach, RD designs can be interpreted as randomized experiments inside a window around the cutoff. This package provides tools to perform randomization inference for RD designs under local randomization: rdrandinf() to perform hypothesis testing using randomization inference, rdwinselect() to select a window around the cutoff in which randomization is likely to hold, rdsensitivity() to assess the sensitivity of the results to different window lengths and null hypotheses and rdrbounds() to construct Rosenbaum bounds for sensitivity to unobserved confounders. See Cattaneo, Titiunik and Vazquez-Bare (2016) for further methodological details.
How to cite:
Gonzalo Vazquez-Bare (2017). rdlocrand: Local Randomization Methods for RD Designs. R package version 1.0, https://cran.r-project.org/web/packages/rdlocrand. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1 (2017-04-07 19:54), 0.2 (2017-04-22 17:56), 0.3 (2018-03-15 22:50), 0.4 (2019-03-13 23:10), 0.5 (2019-08-22 00:10), 0.6 (2020-05-12 08:00), 0.7.1 (2020-08-26 14:40), 0.7 (2020-08-01 19:40), 0.8 (2021-06-15 06:50), 0.9 (2021-07-08 20:20)
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Complete documentation for rdlocrand
Functions, R codes and Examples using the rdlocrand R package
Some associated functions: rdlocrand-package . rdrandinf . rdrbounds . rdsensitivity . rdwinselect . 
Some associated R codes: rdlocrand_fun.R . rdlocrand_package.R . rdrandinf.R . rdrbounds.R . rdsensitivity.R . rdwinselect.R .  Full rdlocrand package functions and examples
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