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.
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