Been doing some propensity modelling recently. There are some really good articles out there on how to perform the Binomial Regression. Provided you’ve setup your data correctly, it’s fairly straightforward.

This is a really good simple example:

http://www.jameskeirstead.ca/r/how-to-binomial-regression-models-in-r/

Slightly more complicated:

http://sas-and-r.blogspot.com.au/2010/04/example-734-propensity-scores-and.html

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