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Bayesian statistical decision theory

Most popular at the top

  • Spatial and Spatio-temporal Bayesian Models with R - INLAby Marta Blangiardo; Michela Cameletti

    Wiley 2015; US$ 90.95 US$ 78.82

    Spatial and Spatio-Temporal Bayesian Models with R-INLA provides a much needed, practically oriented & innovative presentation of the combination of Bayesian methodology and spatial statistics. The authors combine an introduction to Bayesian theory and methodology with a focus on the spatial and spatio­-temporal models used within the... more...

  • Applied Bayesian Modellingby Peter Congdon

    Wiley 2014; US$ 93.00 US$ 80.60

    This book provides an accessible approach to Bayesian computing and data analysis, with an emphasis on the interpretation of real data sets. Following in the tradition of the successful first edition, this book aims to make a wide range of statistical modeling applications accessible using tested code that can be readily adapted to the reader's own... more...

  • Bayesian Networks for Probabilistic Inference and Decision Analysis in Forensic Scienceby Franco Taroni; Alex Biedermann; Silvia Bozza; Paolo Garbolino; Colin Aitken

    Wiley 2014; US$ 104.00 US$ 90.13

    "This book should have a place on the bookshelf of every forensic scientist who cares about the science of evidence interpretation" Dr. Ian Evett, Principal Forensic Services Ltd, London, UK Continuing developments in science and technology mean that the amounts of information forensic scientists are able to provide for criminal investigations... more...

  • Bayesian Networksby Timo Koski; John Noble

    Wiley 2011; US$ 109.95 US$ 95.29

    Bayesian Networks: An Introduction provides a self-contained introduction to the theory and applications of Bayesian networks, a topic of interest and importance for statisticians, computer scientists and those involved in modelling complex data sets. The material has been extensively tested in classroom teaching and assumes a basic knowledge of... more...

  • Bayesian Artificial Intelligenceby Kevin B. Korb; Ann E. Nicholson

    Taylor and Francis 2003; US$ 104.95

    As the power of Bayesian techniques has become more fully realized, the field of artificial intelligence has embraced Bayesian methodology and integrated it to the point where an introduction to Bayesian techniques is now a core course in many computer science programs. Unlike other books on the subject, Bayesian Artificial Intelligence keeps mathematical... more...

  • Bayesian Logical Data Analysis for the Physical Sciencesby Phil Gregory

    Cambridge University Press 2005; US$ 56.00

    A clear exposition of the underlying concepts, containing large numbers of worked examples and problem sets, first published in 2005. more...

  • Multivariate Bayesian Statisticsby Daniel B. Rowe

    CRC Press 2002; US$ 159.95

    Of the two primary approaches to the classic source separation problem, only one does not impose potentially unreasonable model and likelihood constraints: the Bayesian statistical approach. Bayesian methods incorporate the available information regarding the model parameters and not only allow estimation of the sources and mixing coefficients, but... more...

  • Handbook of Statisticsby Dipak K. Dey; C.R. Rao

    Elsevier Science 2005; US$ 325.00

    This volume describes how to develop Bayesian thinking, modelling and computation both from philosophical, methodological and application point of view. It further describes parametric and nonparametric Bayesian methods for modelling and how to use modern computational methods to summarize inferences using simulation. The book covers wide range of... more...

  • Bayes Linear Statistics, Theory and Methodsby Michael Goldstein; David Wooff

    Wiley 2007; US$ 185.00 US$ 160.33

    Bayesian methods combine information available from data with any prior information available from expert knowledge. The Bayes linear approach follows this path, offering a quantitative structure for expressing beliefs, and systematic methods for adjusting these beliefs, given observational data. The methodology differs from the full Bayesian methodology... more...

  • Bayesian Statistical Modellingby Peter Congdon

    Wiley 2007; US$ 122.00 US$ 105.73

    Bayesian methods combine the evidence from the data at hand with previous quantitative knowledge to analyse practical problems in a wide range of areas. The calculations were previously complex, but it is now possible to routinely apply Bayesian methods due to advances in computing technology and the use of new sampling methods for estimating parameters.... more...