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The Oxford Handbook of Applied Bayesian Analysis (Oxford Handbooks)
Rok: 2010
ISBN: 9780199548903
OKCZID: 110973601
Citace (dle ČSN ISO 690):
O'HAGAN, Anthony, ed. a WEST, Mike, ed. The Oxford handbook of applied Bayesian analysis. 1st ed. Oxford: Oxford University Press, c2010. xxxiv, 889 s.
Anotace
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.