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Contemporary Developments in Bayesian Analysis and Statistical Decision Theory : A Festschrift for William E. Strawderman
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Year: 2012 Publisher: Beachwood, Ohio : Institute of Mathematical Statistics,

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This volume consists of articles in honor of William E. Strawderman by some of his many friends and colleagues on the occasion of his 70th birthday.


Book
Contemporary Developments in Bayesian Analysis and Statistical Decision Theory : A Festschrift for William E. Strawderman
Authors: --- ---
Year: 2012 Publisher: Beachwood, Ohio : Institute of Mathematical Statistics,

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This volume consists of articles in honor of William E. Strawderman by some of his many friends and colleagues on the occasion of his 70th birthday.


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Bayesian statistics : an introduction.
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ISBN: 9781118332573 Year: 2012 Publisher: Malden Wiley-Blackwell

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"- Presents extensive examples throughout the book to complement the theory presented.Includes significant new material on recent techniques such as variational methods, importance sampling, approximate computation and reversible jump MCMC"--


Book
Contemporary Developments in Bayesian Analysis and Statistical Decision Theory : A Festschrift for William E. Strawderman
Authors: --- ---
Year: 2012 Publisher: Beachwood, Ohio : Institute of Mathematical Statistics,

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Abstract

This volume consists of articles in honor of William E. Strawderman by some of his many friends and colleagues on the occasion of his 70th birthday.


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The theory that would not die : how Bayes' rule cracked the enigma code, hunted down Russian submarines, and emerged triumphant from two centuries of controversy
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ISBN: 9780300188226 0300188226 Year: 2012 Publisher: New Haven (Conn.) : Yale university press,

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Proving history : Bayes's theorem and the quest for the historical Jesus.
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ISBN: 9781616145590 9781616145606 Year: 2012 Publisher: Amherst Prometheus

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Risk analysis of complex systems : using hierarchical bayesian models
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Year: 2012 Publisher: London : Henry Stewart Talks Ltd,

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Bayesian biostatistics
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ISBN: 1118314573 1280772557 9786613683328 1118314565 1119942411 1119942403 Year: 2012 Publisher: Chichester, West Sussex : John Wiley & Sons,

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The growth of biostatistics has been phenomenal in recent years and has been marked by considerable technical innovation in both methodology and computational practicality. One area that has experienced significant growth is Bayesian methods. The growing use of Bayesian methodology has taken place partly due to an increasing number of practitioners valuing the Bayesian paradigm as matching that of scientific discovery. In addition, computational advances have allowed for more complex models to be fitted routinely to realistic data sets.Through examples, exercises and a combination of introductory and more advanced chapters, this book provides an invaluable understanding of the complex world of biomedical statistics illustrated via a diverse range of applications taken from epidemiology, exploratory clinical studies, health promotion studies, image analysis and clinical trials. Key Features: Provides an authoritative account of Bayesian methodology, from its most basic elements to its practical implementation, with an emphasis on healthcare techniques.Contains introductory explanations of Bayesian principles common to all areas of application.Presents clear and concise examples in biostatistics applications such as clinical trials, longitudinal studies, bioassay, survival, image analysis and bioinformatics.Illustrated throughout with examples using software including WinBUGS, OpenBUGS, SAS and various dedicated R programs.Highlights the differences between the Bayesian and classical approaches.Supported by an accompanying website hosting free software and case study guides.Bayesian Biostatistics introduces the reader smoothly into the Bayesian statistical methods with chapters that gradually increase in level of complexity. Master students in biostatistics, applied statisticians and all researchers with a good background in classical statistics who have interest in Bayesian methods will find this book useful.


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Bayesian Networks
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ISBN: 9535149970 9535105566 Year: 2012 Publisher: IntechOpen

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Bayesian Belief Networks are a powerful tool for combining different knowledge sources with various degrees of uncertainty in a mathematically sound and computationally efficient way. A Bayesian network is a graphical model that encodes probabilistic relationships among variables of interest. When used in conjunction with statistical techniques, the graphical model has several advantages for data modeling. First, because the model encodes dependencies among all variables, it readily handles situations where some data entries are missing. Second, a Bayesian network can be used to learn causal relationships, and hence can be used to gain an understanding about a problem domain and to predict the consequences of intervention. Third, because the model has both causal and probabilistic semantics, it is an ideal representation for combining prior knowledge (which often comes in a causal form) and data. Fourth, Bayesian statistical methods in conjunction with Bayesian networks offer an efficient and principled approach to avoid the over fitting of data.


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Financial and macroeconomic dynamics in Central and Eastern Europe : a Bayesian approach
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ISBN: 1620812606 Year: 2012 Publisher: Hauppauge, N.Y. : Nova Science Publishers,

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