Logistic Regression Models
Publisher: Chapman & Hall/CRC; Chapman and Hall/CRC
Published: June 15, 2009
Language: eng
Format: Hardcover
Number of pages: 656
ISBN-13: 9781420075755
Subjects: Probability & Statistics - General; Mathematics / Statistics; Mathematics
Description: This text presents an overview of the full range of logistic models, including binary, proportional, ordered, and categorical response regression procedures. It illustrates how to apply the models to medical, health, environmental/ecological, physical, and social science data. Stata is used to develop, evaluate, and display most models while R code is given at the end of most chapters. The author examines the theoretical foundation of the models and describes how each type of model is established, interpreted, and evaluated as to its goodness of fit. Example data sets are available online in various formats and a solutions manual is available for qualifying instructors.