Model Selection and Model Averaging
Book Details
Format
Hardback or Cased Book
ISBN-10
0521852250
ISBN-13
9780521852258
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jul 28th, 2008
Print length
332 Pages
Weight
846 grams
Dimensions
26.20 x 18.50 x 2.70 cms
Product Classification:
Probability & statistics
AI Summary
Ksh 15,000.00
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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.
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