Local Randomization Methods for RD Designs

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) < https://rdpackages.github.io/references/Cattaneo-Titiunik-VazquezBare_2016_Stata.pdf> for further methodological details, and references.


Reference manual

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install.packages("rdlocrand")

3.0 by Matias D. Cattaneo, 12 days ago


https://rdpackages.github.io/, https://github.com/rdpackages/rdlocrand


Report a bug at https://github.com/rdpackages/rdlocrand/issues


Browse source code at https://github.com/cran/rdlocrand


Authors: Matias D. Cattaneo [aut, cre] , Rocio Titiunik [aut] , Gonzalo Vazquez-Bare [aut]


Documentation:   PDF Manual  


GPL-3 license


Imports AER, sandwich


See at CRAN