The Oxford Handbook of Applied Bayesian Analysis
Bayesian analysis has developed rapidly in applications in the last two decades and research in Bayesian methods remains dynamic and fast-growing. Dramatic advances in modelling concepts and computational technologies now enable routine application of Bayesian analysis using increasingly realistic stochastic models, and this drives the adoption of Bayesian approaches in many areas of science, technology, commerce, and industry.
This Handbook explores contemporary Bayesian analysis across a variety of application areas. Chapters written by leading exponents of applied Bayesian analysis showcase the scientific ease and natural application of Bayesian modelling, and present solutions to real, engaging, societally important and demanding problems. The chapters are grouped into five general areas: Biomedical & Health Sciences; Industry, Economics & Finance; Environment & Ecology; Policy, Political & Social Sciences; and Natural & Engineering Sciences, and Appendix material in each touches on key concepts, models, and techniques of the chapter that are also of broader pedagogic and applied interest.
Contributors to this volume - Dave Bell; Adelmo Bertolde; R.J. Boys; Carlos Carvalho; Taylan Cemgil; Peter Challenor; Jerry Cheng; Jim Clark; Helen Clough; Thomas Costigliola; Jonathan Cumming; Paul Damien; Philip Dawid; Michael Dietze; David Dunson; Jesus Fernandez-Villaverde; Marco Ferreira; Dani Gamerman; James Gattiker; Alan Gelfand; Simon Godsill; Michael Goldstein; Flavio Goncalves; Robert Gramacy; Genetha Gray; Peter Green; Pablo Guerron-Quintana; Salman Habib; Tim Hanson; Karl Heiner; Katrin Heitmann; D.A. Henderson; Michelle Hersh; David Higdon; Jennifer Hoeting; Scott Holan; Ines Ibanez; Allan James; Michael Jordan; Marc Kennedy; Dan Klein; Shannon LaDeau; Herbert Lee; Percy Liang; Hedibert Lopes; Samantha Low Choy; Joe Lucas; David Madigan; Kanti Mardia; Sean McMahon; Doug McNeall; Kerrie Mengersen; Dan Merl; Jessica Metcalf; Emily Moran; Julia Mortera; Dave Morton; Justine Murray; Charlie Nakhleh; Joseph Nevins; Vysaul Nyirongo; Jeremy Oakley; Anthony O'Hagan; Luke Pangle;
Paul Peeling; Joao Batista Pereira; Antonio Pievatolo; Nicholas Polson; Emira Popova; Raquel Prado; C.J. Proctor; Jose Quintana; Jill Rickershauser; Donald Rubin; Juan Rubio-Ramirez; Yann Ruffieux; Fabrizio Ruggeri; Sujit Sahu; Alexandra Schmidt; James Scott; Haige Shen; Richard Smith; Tufi Soares; Matt Taddy; Claudia Tebaldi; Paola Vicard; Pedro Paulo Vieira; Xiaoqin Wang; Mike West; Nick Whiteley; Darren Wilkinson; Mike Wolosin; Li Yin; Elizabeth Zell
International Standard Book Number 13 (ISBN-13)