Includes thorough treatment of logistic and Poisson regression. * Introduction to generalized estimating questions. * Numerous examples in fields ranging from biology and biopharmaceuticals to engineering and quality assurance. * Provides guidance in using widely available software to illustrate all aspects of model-fitting, inference, and diagnostic testing.