Bayesian analysis: general framework: Includes multivariate regression analysis, model selection and response prediction - Softcover
Synopsis
The book "Bayesian analysis: general framework" deals with Bayesian inference within the framework of four stochastic models: the normal random sample, the Gauss-Markov model, the beta-binomial model and the Poisson-gamma model. For each of these models, analytic expressions are presented for the posterior PDF, the prior predictive PDF and the posterior predictive PDF, under the Laplace prior PDF, the Jeffreys prior PDF and the conjugate prior PDF. Topics such as the elicitation of hyper-parameter for the conjugate prior PDF, the selection of models and prediction in multivariate regression analysis and the use of the Bayes factor in the test of hypothesis are dealt with more detail.
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Bayesian analysis general framework Includes multivariate regression analysis, model selection and response prediction
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LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
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Bayesian analysis general framework Includes multivariate regression analysis, model selection and response prediction
Published by
LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
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PAP
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Bayesian analysis: general framework: Includes multivariate regression analysis, model selection and response prediction
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LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
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Bayesian analysis: general framework: Includes multivariate regression analysis, model selection and response prediction
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LAP LAMBERT Academic Publishing 2015-06-03, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
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Bayesian analysis: general framework
Published by
LAP LAMBERT Academic Publishing Jun 2015, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The book 'Bayesian analysis: general framework' deals with Bayesian inference within the framework of four stochastic models: the normal random sample, the Gauss-Markov model, the beta-binomial model and the Poisson-gamma model. For each of these models, analytic expressions are presented for the posterior PDF, the prior predictive PDF and the posterior predictive PDF, under the Laplace prior PDF, the Jeffreys prior PDF and the conjugate prior PDF. Topics such as the elicitation of hyper-parameter for the conjugate prior PDF, the selection of models and prediction in multivariate regression analysis and the use of the Bayes factor in the test of hypothesis are dealt with more detail. 156 pp. Englisch. Seller Inventory # 9783659716287
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Bayesian analysis: general framework
Published by
LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
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Bayesian analysis: general framework
Published by
LAP LAMBERT Academic Publishing Jun 2015, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
New
Taschenbuch
Seller: buchversandmimpf2000, Emtmannsberg, BAYE, Germany
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -The book 'Bayesian analysis: general framework' deals with Bayesian inference within the framework of four stochastic models: the normal random sample, the Gauss-Markov model, the beta-binomial model and the Poisson-gamma model. For each of these models, analytic expressions are presented for the posterior PDF, the prior predictive PDF and the posterior predictive PDF, under the Laplace prior PDF, the Jeffreys prior PDF and the conjugate prior PDF. Topics such as the elicitation of hyper-parameter for the conjugate prior PDF, the selection of models and prediction in multivariate regression analysis and the use of the Bayes factor in the test of hypothesis are dealt with more detail.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 156 pp. Englisch. Seller Inventory # 9783659716287
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Bayesian analysis: general framework : Includes multivariate regression analysis, model selection and response prediction
Published by
LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
New
Taschenbuch
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - The book 'Bayesian analysis: general framework' deals with Bayesian inference within the framework of four stochastic models: the normal random sample, the Gauss-Markov model, the beta-binomial model and the Poisson-gamma model. For each of these models, analytic expressions are presented for the posterior PDF, the prior predictive PDF and the posterior predictive PDF, under the Laplace prior PDF, the Jeffreys prior PDF and the conjugate prior PDF. Topics such as the elicitation of hyper-parameter for the conjugate prior PDF, the selection of models and prediction in multivariate regression analysis and the use of the Bayes factor in the test of hypothesis are dealt with more detail. Seller Inventory # 9783659716287
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Bayesian analysis: general framework: Includes multivariate regression analysis, model selection and response prediction
Published by
LAP LAMBERT Academic Publishing, 2015
ISBN 10: 3659716286
ISBN 13: 9783659716287
New
paperback
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paperback. Condition: New. NEW. SHIPS FROM MULTIPLE LOCATIONS. book. Seller Inventory # ERICA82936597162866