Title
Modelling Binary Data (Chapman & Hall/CRC Texts in Statistical Science),New
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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 materialnow 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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- Q: What is the main focus of 'Modelling Binary Data' by David Collett? A: The book primarily focuses on statistical methods for analyzing binary data, incorporating recent methodological and computational advancements in the field.
- Q: Is this book suitable for beginners in statistics? A: While the book provides a comprehensive guide, it is best suited for readers with some prior knowledge of statistics, as it covers advanced topics such as mixed models and logistic regression.
- Q: What editions of the book are available? A: The book is currently available in its second edition, which has been updated to include new methodologies and software tools.
- Q: Are there downloadable resources available with the book? A: Yes, all data sets used in the book are available for download from the Internet, allowing readers to practice and apply the statistical methods discussed.
- Q: What types of statistical methods are covered in this book? A: The book covers various statistical methods for binary data analysis, including mixed models, exact logistic regression, and techniques for ordered categorical data.
- Q: What is the page count of 'Modelling Binary Data'? A: The book contains a total of 408 pages.
- Q: Is the book specific to any statistical software? A: No, the book is designed to be independent of any particular software package, making it applicable across different statistical computing platforms.
- Q: Who is the author of 'Modelling Binary Data'? A: The author of the book is David Collett, who has updated the content based on significant developments in statistical methods.
- Q: What condition is the book in if purchased new? A: If purchased as a new book, it will be in pristine condition, suitable for readers seeking a fresh copy.
- Q: When was 'Modelling Binary Data' first published? A: The first edition of 'Modelling Binary Data' was published on September 25, 2002.