Package: rddensity 2.5

rddensity: Manipulation Testing Based on Density Discontinuity

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.

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

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rddensity.pdf |rddensity.html✨
rddensity/json (API)

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3 exports 0.49 score 29 dependencies 1 dependents 161 scripts 706 downloads

Last updated 8 months agofrom:5f2959b136. Checks:OK: 7. Indexed: yes.

Exports:rdbwdensityrddensityrdplotdensity

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelpdensitymagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr