Metadata-Version: 2.1
Name: rddensity
Version: 2.2.0
Summary: Mainpulation testing based on Density Discontinuity
Home-page: https://github.com/rdpackages/rddensity
Author: Rajita Chandak
Author-email: rchandak@princeton.edu
Project-URL: Bug Tracker, https://github.com/rdpackages/rddensity/issues
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.7
Description-Content-Type: text/markdown

# RDDENSITY
Density discontinuity testing (a.k.a. manipulation testing) is commonly employed in re- gression discontinuity designs and other program evaluation settings to detect perfect self- selection (manipulation) around a cutoff where treatment/policy assignment changes. This pack- age implements manipulation testing procedures using the local polynomial density estima- tors: rddensity() to construct test statistics and p-values given a prespecified cutoff, rdbwden- sity() to perform data-driven bandwidth selection, and rdplotdensity() to construct density plots.
