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The data doctor continues his exploration of Python-based machine learning techniques, explaining binary classification using logistic regression, which he likes for its simplicity.
Norman E. Breslow, Richard Holubkov, Maximum Likelihood Estimation of Logistic Regression Parameters Under Two- Phase, Outcome-Dependent Sampling, Journal of the Royal Statistical Society.