Scalable Monte Carlo for Bayesian Learning (Institute of Mathematical Statistics Monographs) - Hardcover

Fearnhead, Paul; Nemeth, Christopher; Oates, Chris J.

 
9781009288446: Scalable Monte Carlo for Bayesian Learning (Institute of Mathematical Statistics Monographs)

Inhaltsangabe

A clear and intuitive introduction to advanced topics in Markov chain Monte Carlo, with a focus on scalability.

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Über die Autorin bzw. den Autor

Paul Fearnhead is Professor of Statistics at Lancaster University, with research interests in Bayesian and Computational Statistics. He has been awarded Cambridge University's Adams prize, and the Guy Medals in Bronze and Silver from the Royal Statistical Society. He was elected a fellow of the International Society for Bayesian Analysis in 2024 and is currently the Editor of Biometrika.

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