Books by Joseph M. (California Institute of Technology Hilbe

This book covers the key points of the basic logistic regression model and illustrates how to use it properly to model a binary response variable. By harnessing the capabilities of the logistic model, analysts can better understand their data, make appropriate predictions and classifications, and determine the odds of one value of a predictor compared to another. Complete Stata, SAS, and R codes are available in the text and on the author¿s website, enabling analysts to adapt the code as needed.

Presents an overview of the logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. This book discusses other topics such as panel, survey, skewed, penalized, and exact logistic models. It illustrates how to apply the various models to health, and social science data.