Nicolas Chopin

Cited by

	All	Since 2018
Citations	9726	5784
h-index	26	22
i10-index	39	31

1300

650

325

975

20062007200820092010201120122013201420152016201720182019202020212022202331 71 73 98 145 223 284 387 455 618 661 754 893 936 985 1131 1299 531

Public access

View all

14 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Omiros PapaspiliopoulosBocconiVerified email at unibocconi.it
Sara MartinoNorwegian University of Science and TechnologyVerified email at ntnu.no
Håvard RueKing Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Christian RobertUniversité Paris Dauphine, PSL & University of WarwickVerified email at ceremade.dauphine.fr
Sumeetpal Sidhu SinghTibra Foundation Chair in Mathematical Sciences, School of Mathematics, University of WollongongVerified email at uow.edu.au
Pierre AlquierESSEC Business SchoolVerified email at essec.edu
Pierre E. JacobESSEC Business SchoolVerified email at essec.edu
Simon BarthelméCNRS Research Fellow, Gipsa-labVerified email at gipsa-lab.fr
Arnaud DoucetProfessor of Statistics, University of Oxford & Senior Research Scientist, Google DeepMindVerified email at stats.ox.ac.uk
James RidgwayCapital Fund ManagementVerified email at cfm.fr
Judith RousseauUniversity of oxfordVerified email at stats.ox.ac.uk
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Nikolas KantasDept. of Mathematics, Imperial College LondonVerified email at imperial.ac.uk
Jan MaciejowskiUniversity of CambridgeVerified email at eng.cam.ac.uk
Chris. J. OatesNewcastle UniversityVerified email at ncl.ac.uk
Christophe AndrieuProfessor of Statistics, University of BristolVerified email at bristol.ac.uk
Nick WhiteleyUniversity of BristolVerified email at bristol.ac.uk
Alexander BuchholzAmazon Music MLVerified email at amazon.de
Robin J. RyderCEREMADE, Université Paris DauphineVerified email at ceremade.dauphine.fr
LELIEVRE, TONYProfessor of Applied Mathematics, Ecole des Ponts ParisTech and INRIAVerified email at cermics.enpc.fr

Nicolas Chopin

Professor of Statistics, ENSAE (Institut Polytechnique de Paris)

Verified email at ensae.fr - Homepage

Statistics Bayesian Stastistics Bayesian Machine Learning Monte Carlo methods Bayesian computation particle filtering


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations H Rue, S Martino, N Chopin Journal of the royal statistical society: Series b (statistical methodology …, 2009	4930	2009
A sequential particle filter method for static models N Chopin Biometrika 89 (3), 539-552, 2002	765	2002
Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference N Chopin	533	2004
On particle methods for parameter estimation in state-space models N Kantas, A Doucet, SS Singh, J Maciejowski, N Chopin	481	2015
SMC²: an efficient algorithm for sequential analysis of state space models N Chopin, PE Jacob, O Papaspiliopoulos Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2013	462*	2013
Control functionals for Monte Carlo integration CJ Oates, M Girolami, N Chopin Journal of the Royal Statistical Society. Series B (Statistical Methodology …, 2017	221	2017
Theory of Probability revisited (with discussion) C Robert, N Chopin, J Rousseau Statist. Science 24 (2), 141-172, 2009	214*	2009
On the properties of variational approximations of Gibbs posteriors P Alquier, J Ridgway, N Chopin The Journal of Machine Learning Research 17 (1), 8374-8414, 2016	189	2016
An introduction to sequential Monte Carlo N Chopin, O Papaspiliopoulos Springer, 2020	180	2020
On particle Gibbs sampling N Chopin, SS Singh	155	2015
Sequential quasi-Monte Carlo M Gerber, N Chopin arXiv preprint arXiv:1402.4039, 2014	146	2014
Fast simulation of truncated Gaussian distributions N Chopin Statistics and Computing 21, 275-288, 2011	143	2011
Properties of nested sampling N Chopin, CP Robert Biometrika 97 (3), 741-755, 2010	123	2010
A Bayesian information criterion for singular models M Drton, M Plummer, G Claeskens, J Rousseau, CP Robert, T Imai, ... Journal of the Royal Statistical Society. Series B (Statistical Methodology …, 2017	115	2017
Expectation propagation for likelihood-free inference S Barthelmé, N Chopin Journal of the American Statistical Association 109 (505), 315-333, 2014	113	2014
Sequential Monte Carlo on large binary sampling spaces C Schäfer, N Chopin Statistics and Computing 23, 163-184, 2013	110	2013
Dynamic detection of change points in long time series N Chopin Annals of the Institute of Statistical Mathematics 59 (2), 349, 2007	80	2007
Negative association, ordering and convergence of resampling methods M Gerber, N Chopin, N Whiteley The Annals of Statistics 47 (4), 2236-2260, 2019	68	2019
Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation N Chopin, J Ridgway	61	2017
Inference and model choice for sequentially ordered hidden Markov models N Chopin Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2007	55*	2007

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors