Introduces the subject's foundations at a level suitable for quantitatively oriented graduate social-science students and individual researchers. It emphasizes mathematical and statistical fundamentals and describes substantive applications from across the social sciences, demonstrating the wide scope of the models. Includes real-world data sets and software programs in SAS and Stata.