The book "Logistic Regression" in its third edition offers a comprehensive introduction to the methods of logistic regression. Originally published in 1994, it was revised and expanded in a second edition in 2002. This latest edition features a structured presentation of topics in the format of a lecture book, allowing readers to understand theoretical concepts in conjunction with practical examples and exercises. Each chapter is clearly organized and includes learning objectives, an overview, key formulas, and practice problems that enhance understanding of the material. The third edition has added three new chapters that address additional modeling strategies, the assessment of model fit, and the evaluation of the discriminative performance of binary logistic models. These expansions make the book a valuable tool for students and professionals dealing with statistical methods and their applications in practice.