Model Selection and Model Averaging

Gerda (Katholieke Universiteit Leuven, Belgium) Claeskens, Nils Lid (Universitetet i Oslo) Hjort

Cambridge University Press, 2008

125,95 €On orderDelivery: 2-3 weeks

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.

ISBN-13
9780521852258
ISBN-10
0521852250
Publisher
Cambridge University Press
Year
2008
Publication date
2008-07-28
Pages
332
Dimensions
262x185x27
Weight
846