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Beschreibung
This book shows how the Bayesian approach to inference is applicable to partially identified models (PIMs) and examines the performance of Bayesian procedures in partially identified contexts. Drawing on his many years of research in this area, the author presents a thorough overview of the statistical theory, properties, and applications of PIM
This book shows how the Bayesian approach to inference is applicable to partially identified models (PIMs) and examines the performance of Bayesian procedures in partially identified contexts. Drawing on his many years of research in this area, the author presents a thorough overview of the statistical theory, properties, and applications of PIM
Über den Autor

Paul Gustafson is a professor in the Department of Statistics at the University of British Columbia. He is the statistics editor for Epidemiology as well as an associate editor for the Journal of the American Statistical Association (Applications and Case Studies Section) and Statistics in Medicine. His current research focuses on identification issues in Bayesian analysis.

Inhaltsverzeichnis

Introduction. The Structure of Inference in Partially Identified Models. Partial Identification versus Model Misspecification. Models Involving Misclassification. Models Involving Instrumental Variables. Further Examples. Further Topics. Concluding Thoughts. Index.

Details
Erscheinungsjahr: 2020
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780367570538
ISBN-10: 036757053X
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Gustafson, Paul
Hersteller: Chapman and Hall/CRC
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 234 x 156 x 11 mm
Von/Mit: Paul Gustafson
Erscheinungsdatum: 30.06.2020
Gewicht: 0,31 kg
Artikel-ID: 130027024