ENGLISH

Logistic regression models

By Hilbe , Joseph M

Book information

Publisher
CRC Press
Year
2009
ISBN
978-1-4200-7575-5, 1420075756
Language
english
Format
PDF
Filesize
5 MB (4912579 bytes)
Series
Texts in statistical science
Pages
637\658
Time added
2015-07-19 05:00:00
Математика;Теория вероятностей и математическая ст

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. Read more... Abstract: 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. Read more...

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