Modelling Binary Data, Second Edition

Modelling Binary Data, Second Edition
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.

Modelling Binary Data, Second Edition

Modelling Binary Data, Second Edition
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.

Modelling Binary Data

Modelling Binary Data
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

Generalized Linear Models

Generalized Linear Models
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

Stationary Stochastic Processes

Stationary Stochastic Processes
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

Introduction to Statistical Methods for Clinical Trials

Introduction to Statistical Methods for Clinical Trials
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.

Multivariate Survival Analysis and Competing Risks

Multivariate Survival Analysis and Competing Risks
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

Practical Multivariate Analysis

Practical Multivariate Analysis
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

Polya Urn Models

Polya Urn Models
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.

Logistic Regression Models

Logistic Regression Models
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