6160299
9780521852258
This text synthesizes reasearch amd practice in the field of model selection. It explains, discusses and compares model choice criteria, including the AIC, BIC, DIC, and FIC. The uncertainties involved with model selection are also tackled, with discussions of frequentist and Bayesian methods.Claeskens, Gerda is the author of 'Model Selection and Model Averaging', published 2008 under ISBN 9780521852258 and ISBN 0521852250.
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