Manipulation Testing Based on Density Discontinuity

Density discontinuity test (a.k.a. manipulation test) is commonly employed in regression discontinuity designs and other treatment effect settings to detect whether there is evidence suggesting perfect self-selection (manipulation) around a cutoff where a treatment/policy assignment changes. This package provides tools for conducting the aforementioned statistical test: rddensity() to construct local polynomial based density discontinuity test given a prespecified cutoff, rdbwdensity() to perform bandwidth selection, and rdplotdensity() to construct density plot near the cutoff.


Reference manual

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0.2.2 by Xinwei Ma, 2 years ago

Browse source code at

Authors: Matias D. Cattaneo , Michael Jansson , Xinwei Ma

Documentation:   PDF Manual  

GPL-2 license

Imports ggplot2, lpdensity

See at CRAN