Model Selection and Model Averaging (Cambridge Series in Statistical and Probabilistic Mathematics, Band 27)

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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.

Product details

EAN/ISBN:: 9780521852258
Medium:: Bound edition
Number of pages:: 332
Publication date:: 2008-07-28
Publisher:: Cambridge University Press

EAN/ISBN:: 9780521852258
Medium:: Bound edition
Number of pages:: 332
Publication date:: 2008-07-28
Publisher:: Cambridge University Press

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