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researcher

G. Roberts

91 papers hereh-index 6826.2k citations277 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author9
  • middle author29
  • last author51

Across the 89 of 91 papers where every author was matched, so the position is known.

fields
  • stat.CO32
  • stat.ME25
  • math.PR24
  • math.ST3
  • physics.soc-ph2
  • math.NA1
same name
  • G. Roberts — 20 papers, h 8
  • G. Roberts — 13 papers, h 11
  • G. Roberts — 9 papers, h 4
  • G. Roberts — 3 papers, h 17
  • G. Roberts — 1 paper, h 3
  • G. Roberts — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20042023
most citedGeneral state space Markov chains and MCMC algorithms

756 citations · 3.9k across the 84 of their papers we have counts for

collaborators
Showing 2010 · stat.MEShow all

1 paper · 2 filters

stat.ME2010★ 106 cited

The Random Walk Metropolis: Linking Theory and Practice Through a Case Study

Chris Sherlock, Paul Fearnhead, Gareth O. Roberts

The random walk Metropolis (RWM) is one of the most common Markov chain Monte Carlo algorithms in practical use today. Its theoretical properties have been extensively explored for…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.