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Download e-book for kindle: Applied Bayesian Modelling (Wiley Series in Probability and by Peter Congdon

By Peter Congdon

ISBN-10: 0471486957

ISBN-13: 9780471486954

using Bayesian facts has grown considerably lately, and should absolutely proceed to take action. Applied Bayesian Modelling is the follow-up to the author’s top promoting booklet, Bayesian Statistical Modelling, and specializes in the capability functions of Bayesian suggestions in quite a lot of very important subject matters within the social and healthiness sciences. The purposes are illustrated via many real-life examples and software program implementation in WINBUGS – a well-liked software program package deal that provides a simplified and versatile method of statistical modelling. The booklet offers certain reasons for every instance – explaining absolutely the alternative of version for every specific challenge. The e-book

· presents a vast and entire account of utilized Bayesian modelling.

· Describes quite a few version evaluate tools and the flexibleness of Bayesian earlier specifications.

· Covers many software parts, together with panel information types, structural equation and different multivariate constitution types, spatial research, survival research and epidemiology.

· presents targeted labored examples in WINBUGS to demonstrate the sensible software of the suggestions defined. All WINBUGS courses can be found from an ftp site.

The e-book offers a very good advent to Bayesian modelling and knowledge research for quite a lot of humans inquisitive about utilized statistical research, together with researchers and scholars from information, and the health and wellbeing and social sciences. The wealth of examples makes this e-book an excellent reference for an individual all for statistical modelling and analysis.

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Applied Bayesian Modelling (Wiley Series in Probability and Statistics) by Peter Congdon

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