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Modelling Binary Data

Name: Modelling Binary Data
Brand: Taylor & Francis Ltd
SKU: 19767675
Price: 289.29 EUR
Availability: InStock
Author: David Collett
ISBN: 9781138469563

David Collett

Language

English

Book Hardback

Libristo code: 19767675

Publishers Taylor & Francis Ltd, June 2018

Since the original publication of the bestselling Modelling Binary Data, a number of important metho... Full description

Libristo code: 19767675

708 b

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Since the original publication of the bestselling Modelling Binary Data, a number of important methodological and computational developments have emerged, accompanied by the steady growth of statistical computing. Mixed models for binary data analysis and procedures that lead to an exact version of logistic regression form valuable additions to the statistician''s toolbox, and author Dave Collett has fully updated his popular treatise to incorporate these important advances.

Modelling Binary Data, Second Edition now provides an even more comprehensive and practical guide to statistical methods for analyzing binary data. Along with thorough revisions to the original material-now independent of any particular software package- it includes a new chapter introducing mixed models for binary data analysis and another on exact methods for modelling binary data. The author has also added material on modelling ordered categorical data and provides a summary of the leading software packages.

All of the data sets used in the book are available for download from the Internet, and the appendices include additional data sets useful as exercises.