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Nicolas Chopin
Nicolas Chopin
Professor of Statistics, ENSAE (Institut Polytechnique de Paris)
Verified email at ensae.fr - Homepage
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
49302009
A sequential particle filter method for static models
N Chopin
Biometrika 89 (3), 539-552, 2002
7652002
Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference
N Chopin
5332004
On particle methods for parameter estimation in state-space models
N Kantas, A Doucet, SS Singh, J Maciejowski, N Chopin
4812015
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
2212017
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
1892016
An introduction to sequential Monte Carlo
N Chopin, O Papaspiliopoulos
Springer, 2020
1802020
On particle Gibbs sampling
N Chopin, SS Singh
1552015
Sequential quasi-Monte Carlo
M Gerber, N Chopin
arXiv preprint arXiv:1402.4039, 2014
1462014
Fast simulation of truncated Gaussian distributions
N Chopin
Statistics and Computing 21, 275-288, 2011
1432011
Properties of nested sampling
N Chopin, CP Robert
Biometrika 97 (3), 741-755, 2010
1232010
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
1152017
Expectation propagation for likelihood-free inference
S Barthelmé, N Chopin
Journal of the American Statistical Association 109 (505), 315-333, 2014
1132014
Sequential Monte Carlo on large binary sampling spaces
C Schäfer, N Chopin
Statistics and Computing 23, 163-184, 2013
1102013
Dynamic detection of change points in long time series
N Chopin
Annals of the Institute of Statistical Mathematics 59 (2), 349, 2007
802007
Negative association, ordering and convergence of resampling methods
M Gerber, N Chopin, N Whiteley
The Annals of Statistics 47 (4), 2236-2260, 2019
682019
Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation
N Chopin, J Ridgway
612017
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
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