Concepedia

Omiros Papaspiliopoulos

OP

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Publications

30

Citations

2.9K

H-Index

23

Active since

2003

Affiliations

University of Warwick(Current)

Universitat Pompeu Fabra

Lancaster University

Institució Catalana de Recerca i Estudis Avançats

Centre de Recherche en Économie et Statistique

Omiros Papaspiliopoulos is an author at University of Warwick specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatisticsStatistical InferenceData ScienceProbabilityPublic HealthBayesian InferenceBayesian MethodsBayesian StatisticsMachine Learning

Publications per year

2003–2021

30

Publications

30

Retrospective Markov chain Monte Carlo methods for Dirichlet process hierarchical models

Omiros Papaspiliopoulos, Gareth O. Roberts · Biometrika · 2008 · 354 citations

Exact and Computationally Efficient Likelihood-Based Estimation for Discretely Observed Diffusion Processes (with Discussion)

Alexandros Beskos, Omiros Papaspiliopoulos, Gareth O. Roberts et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2006 · 348 citations · Full text

Observed Diffusions, Bayesian Statistics, Density Estimation +14

SMC2: An Efficient Algorithm for Sequential Analysis of State Space Models

Nicolás Chopin, Pierre Jacob, Omiros Papaspiliopoulos · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2012 · 331 citations · Full text

Bayesian Decision Theory, Nonlinear Filtering, Engineering +31

A General Framework for the Parametrization of Hierarchical Models

Omiros Papaspiliopoulos, Gareth O. Roberts, Martin Sköld · Statistical Science · 2007 · 302 citations · Full text

Engineering, Data Science, Sequential Monte Carlo +12

Retrospective exact simulation of diffusion sample paths with applications

Alexandros Beskos, Omiros Papaspiliopoulos, Gareth O. Roberts · Bernoulli · 2006 · 192 citations · Full text

Monte Carlo Error, Specific Values, Engineering +14

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