{"product_id":"model-choice-in-nonnested-families-9783662537350","title":"Model Choice in Nonnested Families","description":"\u003cp\u003e • Author(s): Basilio de Bragança Pereira\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Paperback","offer_id":45275740471447,"sku":"9783662537350","price":4040.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783662537350.webp?v=1769283776","url":"https:\/\/atlanticbooks.com\/products\/model-choice-in-nonnested-families-9783662537350","provider":"Atlantic Books","version":"1.0","type":"link"}