Bayesian biostatistics / [electronic resource]
by Lesaffre, Emmanuel; Lawson, Andrew (Andrew B.).
Material type:
BookSeries: Statistics in practice: Publisher: Chichester, West Sussex : Wiley, 2012Description: 1 online resource.ISBN: 9781118314579; 1118314573; 9781118314562; 1118314565; 9781119942405; 1119942403; 9781119942412; 1119942411; 1280772557; 9781280772559.Subject(s): Biometry -- Methodology | Bayesian statistical decision theory | Biostatistics -- methods | Bayes Theorem | NATURE -- Reference | SCIENCE -- Life Sciences -- Biology | SCIENCE -- Life Sciences -- General | Electronic booksOnline resources: Wiley Online Library
Contents:
Basic concepts in Bayesian methods -- Bayes theorem -- Posterior summary measures -- More than one parameter -- The prior distribution -- Markov chain Monte Carlo -- Software -- Hierarchical models -- Model building and assessment -- Variable selection -- Bioassay -- Measurement error -- Survival analysis -- Longitudinal analysis -- Disease mapping & image analysis -- Final chapter -- Distributions.
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Includes bibliographical references and index.
Basic concepts in Bayesian methods -- Bayes theorem -- Posterior summary measures -- More than one parameter -- The prior distribution -- Markov chain Monte Carlo -- Software -- Hierarchical models -- Model building and assessment -- Variable selection -- Bioassay -- Measurement error -- Survival analysis -- Longitudinal analysis -- Disease mapping & image analysis -- Final chapter -- Distributions.
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