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David Frazier

10 papers hereh-index 5112 citations10 works total

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

author position
  • first author5
  • middle author2
  • last author2

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.CO2
  • math.ST1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedBayesian inference using synthetic likelihood: asymptotics and adjustments

5 citations · 15 across the 10 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

stat.ME2023★ 2 cited

Calibrated Generalized Bayesian Inference

David T. Frazier, Christopher Drovandi, Robert Kohn

We propose a simple approach that provides accurate uncertainty quantification for Bayesian inference in misspecified or approximate models, and for generalized (Gibbs) posteriors.…

stat.ME2023

Cutting Feedback in Misspecified Copula Models

Michael Stanley Smith, Weichang Yu, David J. Nott +1

In copula models the marginal distributions and copula function are specified separately. We treat these as two modules in a modular Bayesian inference framework, and propose condu…

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