Modelling Binary Data: 56 (Chapman & Hall/CRC Texts in Statistical Science) - Hardcover

Collett, David

Hardcover

ISBN 10: 1138469564 ISBN 13: 9781138469563

Publisher: Chapman and Hall/CRC, 2018

Synopsis

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.

About this title

About the Author

David Collett

Edition details

• Publisher: Chapman and Hall/CRC
• Publication date: 2018
• Language: English
• ISBN 10: 1138469564
• ISBN 13: 9781138469563
• Binding: Hardcover
• Edition number: 2
• Number of pages: 408