The Oxford Handbook of Applied Bayesian Analysis - O'Hagan, Anthony
The Oxford Handbook of Applied Bayesian Analysis - O'Hagan, Anthony Bayesian analysis has developed rapidly in applications in the last two decades and research in Bayesian methods remains dynamic…
Specifikacia The Oxford Handbook of Applied Bayesian Analysis - O'Hagan, Anthony
The Oxford Handbook of Applied Bayesian Analysis - O'Hagan, Anthony
Bayesian analysis has developed rapidly in applications in the last two decades and research in Bayesian methods remains dynamic and fast-growing. This Handbook explores contemporary Bayesian analysis across a variety of application areas. 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.
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. 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.