Model Choice in Nonnested Families

Business & Finance, Economics, Statistics, Nonfiction, Science & Nature, Mathematics
Cover of the book Model Choice in Nonnested Families by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira, Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira ISBN: 9783662537367
Publisher: Springer Berlin Heidelberg Publication: December 30, 2016
Imprint: Springer Language: English
Author: Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
ISBN: 9783662537367
Publisher: Springer Berlin Heidelberg
Publication: December 30, 2016
Imprint: Springer
Language: English

This book discusses the problem of model choice when the statistical models are separate, also called nonnested. Chapter 1 provides an introduction, motivating examples and a general overview of the problem. Chapter 2 presents the classical or frequentist approach to the problem as well as several alternative procedures and their properties. Chapter 3 explores the Bayesian approach, the limitations of the classical Bayes factors and the proposed alternative Bayes factors to overcome these limitations. It also discusses a significance Bayesian procedure. Lastly, Chapter 4 examines the pure likelihood approach. Various real-data examples and computer simulations are provided throughout the text.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book discusses the problem of model choice when the statistical models are separate, also called nonnested. Chapter 1 provides an introduction, motivating examples and a general overview of the problem. Chapter 2 presents the classical or frequentist approach to the problem as well as several alternative procedures and their properties. Chapter 3 explores the Bayesian approach, the limitations of the classical Bayes factors and the proposed alternative Bayes factors to overcome these limitations. It also discusses a significance Bayesian procedure. Lastly, Chapter 4 examines the pure likelihood approach. Various real-data examples and computer simulations are provided throughout the text.

More books from Springer Berlin Heidelberg

Cover of the book Beratung, Organisation und Vertragsgestaltung nach dem Honorar-Anlageberatungsgesetz by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Forensic Medicine by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Springer Lexikon Physiotherapie by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Robust Output Feedback H-infinity Control and Filtering for Uncertain Linear Systems by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Bearing Tribology by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Impact Stratigraphy by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Advances in Photocatalytic Disinfection by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Rechtshandbuch Zivile Sicherheit by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book HPHT-Treated Diamonds by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Control and Automation in Anaesthesia by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Advanced Technologies in Ad Hoc and Sensor Networks by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book The Biological Evolution of Religious Mind and Behavior by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Complexity Theories of Cities Have Come of Age by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Model-Based Software Performance Analysis by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Devonian Paleoenvironments of Ohio by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy