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- W4313700595 abstract "This paper takes the reader on a journey through the history of Bayesian computation, from the 18th century to the present day. Beginning with the one-dimensional integral first confronted by Bayes in 1763, we highlight the key contributions of: Laplace, Metropolis (and, importantly, his co-authors!), Hammersley and Handscomb, and Hastings, all of which set the foundations for the computational revolution in the late 20th century -- led, primarily, by Markov chain Monte Carlo (MCMC) algorithms. A very short outline of 21st century computational methods -- including pseudo-marginal MCMC, Hamiltonian Monte Carlo, sequential Monte Carlo, and the various `approximate' methods -- completes the paper." @default.
- W4313700595 created "2023-01-08" @default.
- W4313700595 creator A5074009517 @default.
- W4313700595 creator A5080652581 @default.
- W4313700595 creator A5082817542 @default.
- W4313700595 date "2023-01-01" @default.
- W4313700595 modified "2023-09-30" @default.
- W4313700595 title "Computing Bayes: From Then ‘Til Now" @default.
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