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Model Selection and Model Averaging

Model Selection and Model Averaging( )
Author: Claeskens, Gerda
Hjort, Nils Lid
Series title:Cambridge Series in Statistical and Probabilistic Mathematics Ser.
ISBN:978-0-521-85225-8
Publication Date:Jul 2008
Publisher:Cambridge University Press
Book Format:Hardback
List Price:AUD $128.95
Book Description:

Choosing a model is central to all statistical work with data; this book is the first to synthesize research and practice from this active field. Model choice criteria are explained, discussed and compared, including the AIC, BIC, DIC and FIC. Real-data examples and exercises build familiarity with the methods.

Book Details
Pages:332
Detailed Subjects: Mathematics / General
Mathematics / Probability & Statistics / General
Mathematics / Probability & Statistics / Bayesian Analysis
Physical Dimensions (W X L X H):18.2 x 26 x 2.6 cm
Book Weight:0.873 Kilograms



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