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 Marek’s Disease by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Neuroeconomics by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Desertification by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Breast Ultrasound by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Practice and Principles in Therapeutic Colonoscopy by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Non-Surgical Treatment of Keratinocyte Skin Cancer by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Fundamentals of Data Warehouses by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book LTE-Advanced Relay Technology and Standardization by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Genetisches Enhancement by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Trauma in der Arbeitswelt by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Setting Up Representative Offices in China by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book SKIBO-Diseases Disorders Affecting the Skin and Bones by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Flüchtlingsrecht by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Transactions on Computational Collective Intelligence XXXII by Carlos Alberto de Bragança Pereira, Basilio de Bragança Pereira
Cover of the book Urknall im Labor 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