Logistic Regression Models

Hilbe, Joseph M.

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ISBN 10: 1138106712 ISBN 13: 9781138106710

Published by Chapman and Hall/CRC, 2017

Language: English

Condition: Used - As new Soft cover

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Bibliographic Details

Title

Logistic Regression Models

Publisher

Chapman and Hall/CRC

Publication Date

2017

Language

English

ISBN 10

1138106712

ISBN 13

9781138106710

Binding

Soft cover

Condition

As New

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About this title

Synopsis

Logistic Regression Models presents an overview of the full range of logistic models, including binary, proportional, ordered, partially ordered, and unordered categorical response regression procedures. Other topics discussed include panel, survey, skewed, penalized, and exact logistic models. The text illustrates how to apply the various models to health, environmental, physical, and social science data.

Examples illustrate successful modeling
The text first provides basic terminology and concepts, before explaining the foremost methods of estimation (maximum likelihood and IRLS) appropriate for logistic models. It then presents an in-depth discussion of related terminology and examines logistic regression model development and interpretation of the results. After focusing on the construction and interpretation of various interactions, the author evaluates assumptions and goodness-of-fit tests that can be used for model assessment. He also covers binomial logistic regression, varieties of overdispersion, and a number of extensions to the basic binary and binomial logistic model. Both real and simulated data are used to explain and test the concepts involved. The appendices give an overview of marginal effects and discrete change as well as a 30-page tutorial on using Stata commands related to the examples used in the text. Stata is used for most examples while R is provided at the end of the chapters to replicate examples in the text.

Apply the models to your own data
Data files for examples and questions used in the text as well as code for user-authored commands are provided on the book’s website, formatted in Stata, R, Excel, SAS, SPSS, and Limdep.

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Hilbe, Joseph M.

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