/psmatching

Propensity score matching in Python 3

Primary LanguagePythonApache License 2.0Apache-2.0

Build Status Coverage Status Documentation Status

PSMatching

Ryan L. Irey, M.A., M.S.

Insititute for Health Informatics

University of Minnesota

Features

psmatching is a package for implementing propensity score matching in Python 3.

The following functionality is included in the package:

  • Calculation of propensity scores based on a specified model
  • Matching of k controls to each treatment case
  • Evaluation of the matching process using statistical methods

Technology

psmatching uses a number of open source projects to work properly:

psmatching itself is open source with a public repository on GitHub.

Installation

Install psmatching via pip

$ pip install psmatching

Example

Coming soon!

Documentation

Documentation for this package can be found here. Documentation is currently under construction!

Acknowledgments

Parts of this package's source code are modified from Kellie Otto's pscore-match package. More info on that package can be found here.

License

Apache 2.0