Machine derived contents note: Introduction -- The Logic of Maximum Likelihood -- A General Modeling Framework Using Maximum Likelihood Methods -- An Introduction to Basic Estimation Techniques -- Further Empirical Examples -- Additional Likelihoods -- Conclusions