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Bayesian Parametric Inference

By (author) A. K. Bansal
Format: Hardback
Publisher: Alpha Science International Ltd, Oxford, United Kingdom
Published: 31st May 2007
Dimensions: w 185mm h 240mm d 20mm
Weight: 942g
ISBN-10: 1842653881
ISBN-13: 9781842653883
Barcode No: 9781842653883
"Bayesian Parametric Inference" provides a systematic exposition and discusses in detail the conjugate and noninformative prior distributions, predictive distributions and their applications to problems of inventory control, finite populations, structural change in the model and control problems. Information theoretic approach to construct maximal data information prior and maximum entropy priors is also discussed. Bayesian decision theoretic approach is followed to obtain Bayes estimates under various loss functions. The concept of Bayes Factor for comparing hypotheses is explained with the help of some simple but illustrative examples.

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