Norman E. Breslow, Richard Holubkov, Maximum Likelihood Estimation of Logistic Regression Parameters Under Two- Phase, Outcome-Dependent Sampling, Journal of the Royal Statistical Society.

Consider a logistic regression model under case-control sampling. Prentice & Pyke (1979) showed that the logistic slope estimates with case-control sampling may be estimated from a standard ...

This article will cover the basic theory behind logistic regression, the types of logistic regression, when to use them and take you through a worked example.

What are the advantages of logistic regression over decision trees? This question was originally answered on Quora by Claudia Perlich.