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Bayesian theory and applications

Author: Paul Damien; Petros Dellaportas; Nicholas G Polson; David Stephens; Adrian F M Smith
Publisher: Oxford [u.a.] Oxford University Press 2015
Edition/Format:   Print book : English : 1. published in paperbackView all editions and formats
Summary:

No phenomenon in any aspect of human enterprise is known with certainty. Probability and Statistics help us quantify uncertainty and lead to better decisions that, hopefully, enhance life. The impact  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Paul Damien; Petros Dellaportas; Nicholas G Polson; David Stephens; Adrian F M Smith
ISBN: 9780198739074 0198739079 9780199695607 0199695601
OCLC Number: 951535765
Accession No: (DE-604)BV043564897
Description: xiii, 702 Seiten : Illustrationen, Diagramme
Contents: I EXCHANGEABILITY; II HIERARCHICAL MODELS; III MARKOV CHAIN MONTE CARLO; IV DYNAMIC MODELS; V SEQUENTIAL MONTE CARLO; VI NONPARAMETRICS; VII SPLINE MODELS AND COPULAS; VIII MODEL ELABORATION AND PRIOR DISTRIBUTIONS; IX REGRESSIONS AND MODEL AVERAGING; X FINANCE AND ACTUARIAL SCIENCE; XI MEDICINE AND BIOSTATISTICS; XII INVERSE PROBLEMS AND APPLICATIONS
Responsibility: edited by Paul Damien University of Texas, Austin, Petros Dellaportas Athens University of Economics and Business, Nicholas G. Polson University of Chicago, David A. Stephens McGill University.

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