Nicolas Chopin

Cited by

	All	Since 2018
Citations	10373	6457
h-index	26	22
i10-index	42	34

1300

650

325

975

20062007200820092010201120122013201420152016201720182019202020212022202332 67 73 97 144 223 281 387 449 614 650 746 893 956 981 1123 1264 1230

Public access

View all

15 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 & Research Scientist, Google DeepMindVerified email at stats.ox.ac.uk
Judith RousseauUniversity of oxfordVerified email at stats.ox.ac.uk
James RidgwayCapital Fund ManagementVerified email at cfm.fr
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 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	5236	2009
A sequential particle filter method for static models N Chopin Biometrika 89 (3), 539-552, 2002	794	2002
Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference N Chopin	549	2004
On particle methods for parameter estimation in state-space models N Kantas, A Doucet, SS Singh, J Maciejowski, N Chopin	510	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	483*	2013
An introduction to sequential Monte Carlo N Chopin, O Papaspiliopoulos Springer, 2020	249	2020
Control functionals for Monte Carlo integration CJ Oates, M Girolami, N Chopin Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2017	233	2017
Theory of Probability revisited (with discussion) C Robert, N Chopin, J Rousseau Statist. Science 24 (2), 141-172, 2009	226*	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	218	2016
On particle Gibbs sampling N Chopin, SS Singh	165	2015
Fast simulation of truncated Gaussian distributions N Chopin Statistics and Computing 21, 275-288, 2011	157	2011
Sequential quasi monte carlo M Gerber, N Chopin Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2015	153	2015
A Bayesian information criterion for singular models M Drton, M Plummer Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2017	129	2017
Properties of nested sampling N Chopin, CP Robert Biometrika 97 (3), 741-755, 2010	127	2010
Expectation propagation for likelihood-free inference S Barthelmé, N Chopin Journal of the American Statistical Association 109 (505), 315-333, 2014	114	2014
Sequential Monte Carlo on large binary sampling spaces C Schäfer, N Chopin Statistics and Computing 23, 163-184, 2013	114	2013
Dynamic detection of change points in long time series N Chopin Annals of the Institute of Statistical Mathematics 59 (2), 349-366, 2007	84	2007
Negative association, ordering and convergence of resampling methods M Gerber, N Chopin, N Whiteley The Annals of Statistics 47 (4), 2236-2260, 2019	77	2019
Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation N Chopin, J Ridgway	73	2017
Bayesian inference and state number determination for hidden Markov models: an application to the information content of the yield curve about inflation N Chopin, F Pelgrin Journal of Econometrics 123 (2), 327-344, 2004	56	2004

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