Christian P. Robert

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 8

Top Topics

Metropolis Hastings

Bayesian Inference

Top Venues

Publications

Antoine Luciano, Christian P. Robert, Robin J. Ryder
Insufficient Gibbs sampling. Stat. Comput. 34 (4) (2024)
Charly Andral, Randal Douc, Hugo Marival, Christian P. Robert
The Importance Markov Chain. CoRR (2022)
Aki Vehtari, Andrew Gelman, Tuomas Sivula, Pasi Jylänki, Dustin Tran, Swupnil Sahai, Paul Blomstedt, John P. Cunningham, David Schiminovich, Christian P. Robert
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data. J. Mach. Learn. Res. 21 (2020)
Changye Wu, Christian P. Robert
Coordinate sampler: a non-reversible Gibbs-like MCMC sampler. Stat. Comput. 30 (3) (2020)
Louis Raynal, Jean-Michel Marin, Pierre Pudlo, Mathieu Ribatet, Christian P. Robert, Arnaud Estoup
ABC random forests for Bayesian parameter inference. Bioinform. 35 (10) (2019)
Changye Wu, Julien Stoehr, Christian P. Robert
Faster Hamiltonian Monte Carlo by Learning Leapfrog Scale. CoRR (2018)
Clara Grazian, Christian P. Robert
Jeffreys priors for mixture estimation: Properties and alternatives. Comput. Stat. Data Anal. 121 (2018)
Pierre Pudlo, Jean-Michel Marin, Arnaud Estoup, Jean-Marie Cornuet, Mathieu Gautier, Christian P. Robert
Reliable ABC model choice via random forests. Bioinform. 32 (6) (2016)
Matthew T. Moores, Christopher C. Drovandi, Kerrie L. Mengersen, Christian P. Robert
Pre-processing for approximate Bayesian computation in image analysis. Stat. Comput. 25 (1) (2015)
Peter J. Green, Krzysztof Latuszynski, Marcelo Pereyra, Christian P. Robert
Bayesian computation: a summary of the current state, and samples backwards and forwards. Stat. Comput. 25 (4) (2015)
Antonietta Mira, Christian P. Robert
An introduction to the special issue "Joint IMS-ISBA meeting - MCMSki 4". Stat. Comput. 25 (1) (2015)
Christian P. Robert
Introduction to "Adaptive ABC model choice and geometric summary statistics for hidden Gibbs random fields" by J. Stoehr, P. Pudlo, L. Cucala. Stat. Comput. 25 (1) (2015)
Christian P. Robert
Approximate Bayesian Computation: A Survey on Recent Results. MCQMC (2014)
Arnaud Doucet, Christian P. Robert
Introduction to Special Issue on Monte Carlo Methods in Statistics. ACM Trans. Model. Comput. Simul. 23 (1) (2013)
Jean-Michel Marin, Pierre Pudlo, Christian P. Robert, Robin J. Ryder
Approximate Bayesian computational methods. Stat. Comput. 22 (6) (2012)
Nicolas Chopin, Andrew Gelman, Kerrie L. Mengersen, Christian P. Robert
In praise of the referee CoRR (2012)
Christian P. Robert
James E. Gentle: Computational statistics (Statistics and Computing Series) - Springer-Verlag, New York, April 2009, xxi+727 pages, ISBN 978-0-387-98143-7, DOI 10.1007/978-0-387-98144-4, $ 99.00. Stat. Comput. 21 (2) (2011)
Christian P. Robert
Simulation in statistics. WSC (2011)
Pierre Jacob, Christian P. Robert, Murray H. Smith
Using parallel computation to improve Independent Metropolis--Hastings based estimation CoRR (2010)
Alessandra Iacobucci, Jean-Michel Marin, Christian P. Robert
On variance stabilisation in Population Monte Carlo by double Rao-Blackwellisation. Comput. Stat. Data Anal. 54 (3) (2010)
Olivier Cappé, Randal Douc, Arnaud Guillin, Jean-Michel Marin, Christian P. Robert
Adaptive importance sampling in general mixture classes. Stat. Comput. 18 (4) (2008)
Jean-Marie Cornuet, Filipe Santos, Mark A. Beaumont, Christian P. Robert, Jean-Michel Marin, David J. Balding, Thomas Guillemaud, Arnaud Estoup
: a user-friendly approach to approximate Bayesian computation. Bioinform. 24 (23) (2008)
Wilfrid S. Kendall, Jean-Michel Marin, Christian P. Robert
Confidence bands for Brownian motion and applications to Monte Carlo simulation. Stat. Comput. 17 (1) (2007)
Clair L. Alston, Kerrie L. Mengersen, Christian P. Robert, J. M. Thompson, P. J. Littlefield, D. Perry, A. J. Ball
Bayesian mixture models in a longitudinal setting for analysing sheep CAT scan images. Comput. Stat. Data Anal. 51 (9) (2007)
Gilles Celeux, Jean-Michel Marin, Christian P. Robert
Iterated importance sampling in missing data problems. Comput. Stat. Data Anal. 50 (12) (2006)
Anne Philippe, Christian P. Robert
Perfect simulation of positive Gaussian distributions. Stat. Comput. 13 (2) (2003)
Arnaud Doucet, Simon J. Godsill, Christian P. Robert
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Stat. Comput. 12 (1) (2002)
Anne Philippe, Christian P. Robert
Riemann sums for MCMC estimation and convergence monitoring. Stat. Comput. 11 (2) (2001)
James P. Hobert, Christian P. Robert, D. M. Titterington
On perfect simulation for some mixtures of distributions. Stat. Comput. 9 (4) (1999)
Christian P. Robert, Arnaud Doucet, Simon J. Godsill
Marginal MAP estimation using Markov chain Monte Carlo. ICASSP (1999)
Christian P. Robert, D. M. Titterington
Reparameterization strategies for hidden Markov models and Bayesian approaches to maximum likelihood estimation. Stat. Comput. 8 (2) (1998)
Olivier Cappé, Randal Douc, Eric Moulines, Christian P. Robert
Bayesian Analysis of Overdispersed Count Data with Application to Teletraffic Monitoring. COMPSTAT (1998)
Christian P. Robert
MCMC Specifics for Latent Variable Models. COMPSTAT (1998)
Halima Bensmail, Gilles Celeux, Adrian E. Raftery, Christian P. Robert
Inference in model-based cluster analysis. Stat. Comput. 7 (1) (1997)