An Approximate MCMC Method for Convex Hulls

Markov chain Monte Carlo (MCMC) is an extremely popular class of algorithms for computing summaries of posterior distributions. One problem for MCMC in the so-called Big Data regime is the growing computational cost of most MCMC algorithms. Most popular and basic MCMC algorithms, like Metropolis-Ha...

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Bibliographic Details
Main Author: Wang, Pengfei
Other Authors: Smith, Aaron
Format: Others
Language:en
Published: Université d'Ottawa / University of Ottawa 2019
Subjects:
Online Access:http://hdl.handle.net/10393/39529
http://dx.doi.org/10.20381/ruor-23772