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Interdisciplinary Bayesian Statistics - EBEB 2014 (Paperback, Softcover reprint of the original 1st ed. 2015)
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Interdisciplinary Bayesian Statistics - EBEB 2014 (Paperback, Softcover reprint of the original 1st ed. 2015)
Series: Springer Proceedings in Mathematics & Statistics, 118
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Through refereed papers, this volume focuses on the foundations of
the Bayesian paradigm; their comparison to objectivistic or
frequentist Statistics counterparts; and the appropriate
application of Bayesian foundations. This research in Bayesian
Statistics is applicable to data analysis in biostatistics,
clinical trials, law, engineering, and the social sciences. EBEB,
the Brazilian Meeting on Bayesian Statistics, is held every two
years by the ISBrA, the International Society for Bayesian
Analysis, one of the most active chapters of the ISBA. The 12th
meeting took place March 10-14, 2014 in Atibaia. Interest in
foundations of inductive Statistics has grown recently in
accordance with the increasing availability of Bayesian
methodological alternatives. Scientists need to deal with the ever
more difficult choice of the optimal method to apply to their
problem. This volume shows how Bayes can be the answer. The
examination and discussion on the foundations work towards the goal
of proper application of Bayesian methods by the scientific
community. Individual papers range in focus from posterior
distributions for non-dominated models, to combining optimization
and randomization approaches for the design of clinical trials, and
classification of archaeological fragments with Bayesian networks.
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