书目名称 | Model Choice in Nonnested Families |
编辑 | Basilio de Bragança Pereira,Carlos Alberto de Brag |
视频video | |
概述 | Explores the problem of nonnested statistical model choice.Helps researchers choose between alternative models.Features various examples and computer simulations.Presents an account and developments o |
丛书名称 | SpringerBriefs in Statistics |
图书封面 |  |
描述 | .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.. |
出版日期 | Book 2016 |
关键词 | separate statistical models; nonnested statistical models; model choice; statistical model discriminati |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-662-53736-7 |
isbn_softcover | 978-3-662-53735-0 |
isbn_ebook | 978-3-662-53736-7Series ISSN 2191-544X Series E-ISSN 2191-5458 |
issn_series | 2191-544X |
copyright | The Author(s) 2016 |