Modelling Binary Data Second Edition
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Author | : David Collett |
Publisher | : CRC Press |
Total Pages | : 406 |
Release | : 2002-09-25 |
Genre | : Mathematics |
ISBN | : 1584883243 |
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.
Author | : D. Collett |
Publisher | : Chapman and Hall/CRC |
Total Pages | : 388 |
Release | : 1991-10 |
Genre | : Mathematics |
ISBN | : |
A textbook of an intermediate level, this work shows how binary data can be analyzed using a modelling approach, dwelling on practical aspects, incorporating recent work on checking the adequacy of fitted models and showing how computational facilities can be exploited.
Author | : David Collett |
Publisher | : CRC Press |
Total Pages | : 397 |
Release | : 2002-09-25 |
Genre | : Mathematics |
ISBN | : 1420057383 |
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
Author | : P. McCullagh |
Publisher | : Routledge |
Total Pages | : 536 |
Release | : 2019-01-22 |
Genre | : Mathematics |
ISBN | : 1351445847 |
The success of the first edition of Generalized Linear Models led to the updated Second Edition, which continues to provide a definitive unified, treatment of methods for the analysis of diverse types of data. Today, it remains popular for its clarity, richness of content and direct relevance to agricultural, biological, health, engineering, and ot
Author | : Georg Lindgren |
Publisher | : CRC Press |
Total Pages | : 367 |
Release | : 2012-10-01 |
Genre | : Mathematics |
ISBN | : 146655780X |
Intended for a second course in stationary processes, Stationary Stochastic Processes: Theory and Applications presents the theory behind the field's widely scattered applications in engineering and science. In addition, it reviews sample function properties and spectral representations for stationary processes and fields, including a portion on st
Author | : Thomas D. Cook |
Publisher | : CRC Press |
Total Pages | : 465 |
Release | : 2007-11-19 |
Genre | : Mathematics |
ISBN | : 1584880279 |
Clinical trials have become essential research tools for evaluating the benefits and risks of new interventions for the treatment and prevention of diseases, from cardiovascular disease to cancer to AIDS. Based on the authors’ collective experiences in this field, Introduction to Statistical Methods for Clinical Trials presents various statistical topics relevant to the design, monitoring, and analysis of a clinical trial. After reviewing the history, ethics, protocol, and regulatory issues of clinical trials, the book provides guidelines for formulating primary and secondary questions and translating clinical questions into statistical ones. It examines designs used in clinical trials, presents methods for determining sample size, and introduces constrained randomization procedures. The authors also discuss how various types of data must be collected to answer key questions in a trial. In addition, they explore common analysis methods, describe statistical methods that determine what an emerging trend represents, and present issues that arise in the analysis of data. The book concludes with suggestions for reporting trial results that are consistent with universal guidelines recommended by medical journals. Developed from a course taught at the University of Wisconsin for the past 25 years, this textbook provides a solid understanding of the statistical approaches used in the design, conduct, and analysis of clinical trials.
Author | : Martin J. Crowder |
Publisher | : CRC Press |
Total Pages | : 402 |
Release | : 2012-04-17 |
Genre | : Mathematics |
ISBN | : 1439875227 |
Multivariate Survival Analysis and Competing Risks introduces univariate survival analysis and extends it to the multivariate case. It covers competing risks and counting processes and provides many real-world examples, exercises, and R code. The text discusses survival data, survival distributions, frailty models, parametric methods, multivariate
Author | : Abdelmonem Afifi |
Publisher | : CRC Press |
Total Pages | : 530 |
Release | : 2011-07-05 |
Genre | : Mathematics |
ISBN | : 1466503246 |
This new version of the bestselling Computer-Aided Multivariate Analysis has been appropriately renamed to better characterize the nature of the book. Taking into account novel multivariate analyses as well as new options for many standard methods, Practical Multivariate Analysis, Fifth Edition shows readers how to perform multivariate statistical
Author | : Hosam Mahmoud |
Publisher | : CRC Press |
Total Pages | : 308 |
Release | : 2008-06-30 |
Genre | : Mathematics |
ISBN | : 142005984X |
Incorporating a collection of recent results, Polya Urn Models deals with discrete probability through the modern and evolving urn theory and its numerous applications. It looks at how some classical problems of discrete probability have roots in urn models. The book covers the Polya-Eggenberger, Bernard Friedman's, the Bagchi-Pal, and the Ehrenfest urns. It also explains the processes of poissonization and depoissonization and presents applications to random trees, evolution, competitive exclusion, epidemiology, clinical trials, and random circuits. The text includes end-of-chapter exercises that range from easy to challenging, along with solutions in the back of the book.
Author | : Joseph M. Hilbe |
Publisher | : CRC Press |
Total Pages | : 658 |
Release | : 2009-05-11 |
Genre | : Mathematics |
ISBN | : 1420075772 |
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 t