Modelling Binary Data, Second Edition
Modelling Binary Data, Second Edition

Author: David Collett

Publisher: CRC Press

Published: 2002-09-25

Total Pages: 406

ISBN-13: 1584883243

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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 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

Published: 1991-10

Total Pages: 388

ISBN-13:

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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

Published: 2002-09-25

Total Pages: 397

ISBN-13: 1420057383

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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

Generalized Linear Models
Generalized Linear Models

Author: P. McCullagh

Publisher: Routledge

Published: 2019-01-22

Total Pages: 536

ISBN-13: 1351445847

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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

Meta-analysis of Binary Data Using Profile Likelihood
Meta-analysis of Binary Data Using Profile Likelihood

Author: Dankmar Bohning

Publisher: CRC Press

Published: 2008-03-27

Total Pages: 207

ISBN-13: 1420011332

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Providing reliable information on an intervention effect, meta-analysis is a powerful statistical tool for analyzing and combining results from individual studies. Meta-Analysis of Binary Data Using Profile Likelihood focuses on the analysis and modeling of a meta-analysis with individually pooled data (MAIPD). It presents a unifying approac

Stationary Stochastic Processes
Stationary Stochastic Processes

Author: Georg Lindgren

Publisher: CRC Press

Published: 2012-10-01

Total Pages: 367

ISBN-13: 146655780X

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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

Published: 2007-11-19

Total Pages: 465

ISBN-13: 1584880279

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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

Published: 2012-04-17

Total Pages: 402

ISBN-13: 1439875227

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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

Published: 2011-07-05

Total Pages: 530

ISBN-13: 1466503246

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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

Published: 2008-06-30

Total Pages: 308

ISBN-13: 142005984X

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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.