Christian Robert

Présentation

Publications

Article dans une revue (98)

Sampling using adaptive regenerative processes Hector Mckimm,Andi Wang,Murray Pollock,Christian Robert,Gareth Roberts Bernoulli, 2025, 31 (1), ⟨10.3150/24-BEJ1737⟩ Article dans une revue hal-05430733v1
Insufficient Gibbs sampling Antoine Luciano,Christian Robert,Robin Ryder Statistics and Computing, 2024, 34 (4), pp.126. ⟨10.1007/s11222-024-10423-7⟩ Article dans une revue hal-05430727v1
Generalized Poisson difference autoregressive processes Giulia Carallo,Roberto Casarin,Christian Robert International Journal of Forecasting, 2024, 40 (4), pp.1359-1390. ⟨10.1016/j.ijforecast.2023.11.009⟩ Article dans une revue hal-05430730v1
The importance Markov Chain Charly Andral,Randal Douc,Hugo Marival,Christian Robert Stochastic Processes and their Applications, 2024, 171, pp.2-26. ⟨10.1016/j.spa.2024.104316⟩ Article dans une revue hal-03912132v1
A special issue on Bayesian Inference: Challenges, Perspective, and Prospects Christian Robert,Judith Rousseau Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2023, 381 (2247), ⟨10.1098/rsta.2022.0155⟩ Article dans une revue hal-04049902v1
Rethinking the Effective Sample Size Víctor Elvira,Luca Martino,Christian Robert International Statistical Review, 2022, 90 (3), pp.525-550. ⟨10.1111/insr.12500⟩ Article dans une revue hal-03911753v1
Rao–Blackwellisation in the Markov Chain Monte Carlo Era Christian Robert,Gareth Roberts International Statistical Review, 2021, 89 (2), pp.237-249. ⟨10.1111/insr.12463⟩ Article dans une revue hal-03912172v1
Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data Christian Robert,Vehtari Aki,Gelman Andrew,Sivula Tuomas,Jylänki Pasiet al. Journal of Machine Learning Research, 2020, 21 (17), pp.1-53 Article dans une revue hal-03912185v1
Component-wise approximate Bayesian computation via Gibbs-like steps Grégoire Clarté,Christian Robert,Robin Ryder,Julien Stoehr Biometrika, 2020, 108 (3), pp.591-607. ⟨10.1093/biomet/asaa090⟩ Article dans une revue hal-02393277v1
10 Great Ideas About Chance Christian Robert CHANCE, 2019, 32 (1), pp.60-62. ⟨10.1080/09332480.2019.1579591⟩ Article dans une revue hal-02274925v1
Surprises in Probability–Seventeen Short Stories Christian Robert CHANCE, 2019, 32 (2), pp.51-52. ⟨10.1080/09332480.2019.1606603⟩ Article dans une revue hal-02274909v1
Abandon Statistical Significance Blakeley Mcshane,David Gal,Andrew Gelman,Christian Robert,Jennifer Tackett The American Statistician, 2019, 73 (sup1), pp.235-245. ⟨10.1080/00031305.2018.1527253⟩ Article dans une revue hal-02274876v1
Practical Bayesian Inference: A Primer for Physical ScientistsCoryn A. L.Bailer‐JonesCambridge University Press, 2017, x + 295 pages, £69.99, hardcover ISBN 978‐1‐316‐64221‐4 Christian Robert International Statistical Review, 2019, 87 (1), pp.182-184. ⟨10.1111/insr.12318⟩ Article dans une revue hal-02274881v1
Let the Evidence Speak Christian Robert CHANCE, 2019, 32 (2), pp.49-50. ⟨10.1080/09332480.2019.1606601⟩ Article dans une revue hal-02274904v1
Generalized Bouncy Particle Sampler Changye Wu,Christian Robert Statistics and Computing, In press Article dans une revue hal-01968784v1
Model misspecification in approximate Bayesian computation: consequences and diagnostics David Frazier,Christian Robert,Judith Rousseau Journal of the Royal Statistical Society: Series B, 2019, 82 (2), pp.421-444. ⟨10.1111/rssb.12356⟩ Article dans une revue hal-01961101v2
Computational Methods for Numerical Analysis with R Christian Robert CHANCE, 2019, 32 (1), pp.63-63. ⟨10.1080/09332480.2019.1579600⟩ Article dans une revue hal-02274930v1
AIQ Christian Robert CHANCE, 2019, 32 (2), pp.48-49. ⟨10.1080/09332480.2019.1606599⟩ Article dans une revue hal-02274903v1
The Beauty of Mathematics in Computer Science Christian Robert CHANCE, 2019, 32 (2), pp.47-48. ⟨10.1080/09332480.2019.1606598⟩ Article dans une revue hal-02274899v1
Pragmatics of Uncertainty Christian Robert CHANCE, 2019, 32 (1), pp.59-59. ⟨10.1080/09332480.2019.1579590⟩ Article dans une revue hal-02274922v1
Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models Gaël Martin,Brendan P.M. Mccabe,David Frazier,Worapree Maneesoonthorn,Christian Robert Journal of Computational and Graphical Statistics, 2019, 28 (3), pp.1-34. ⟨10.1080/10618600.2018.1552154⟩ Article dans une revue hal-01961123v1
Is that a big number? Christian Robert CHANCE, 2019, 32 (2), pp.50-51. ⟨10.1080/09332480.2019.1606602⟩ Article dans une revue hal-02274906v1
ABC random forests for Bayesian parameter inference Louis Raynal,Jean-Michel Marin,Pierre Pudlo,Mathieu Ribatet,Christian Robertet al. Bioinformatics, 2019, 35 (10), pp.1720-1728. ⟨10.1093/bioinformatics/bty867⟩ Article dans une revue hal-01337189v2
Approximate Bayesian computation with the Wasserstein distance Espen Bernton,Pierre Jacob,Mathieu Gerber,Christian Robert Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2019, 81 (2), pp.235-269. ⟨10.1111/rssb.12312⟩ Article dans une revue hal-02274870v1
Independent Random Sampling Methods Christian Robert CHANCE, 2019, 32 (1), pp.62-63. ⟨10.1080/09332480.2019.1579592⟩ Article dans une revue hal-02274928v1
Weakly Informative Reparameterizations for Location-Scale Mixtures Kaniav Kamary,Jeong Eun Lee,Christian Robert Journal of Computational and Graphical Statistics, 2018, 27 (4), pp.836-848 Article dans une revue hal-01961130v1
Accelerating MCMC algorithms Christian Robert,Víctor Elvira,Nick Tawn,Changye Wu Wiley Interdisciplinary Reviews: Computational Statistics, 2018, 10 (5), pp.e1435 Article dans une revue hal-01961128v1
Jeffreys priors for mixture estimation: Properties and alternatives Clara Grazian,Christian Robert Computational Statistics and Data Analysis, 2018, 121, pp.149-163 Article dans une revue hal-01961115v1
Une Vie Brève (One Hundred Twenty-One Days) Christian Robert CHANCE, 2017, 30 (1), pp.40-40. ⟨10.1080/09332480.2017.1302721⟩ Article dans une revue hal-02274932v1
Nonparametric Bayesian Clay for Robust Decision Bricks Christian Robert,Judith J. Rousseau Statistical Science, 2017, ⟨10.1214/16-STS567⟩ Article dans une revue hal-01517665v1
How Principled and Practical Are Penalised Complexity Priors? Christian Robert,Judith J. Rousseau Statistical Science, 2017, ⟨10.1214/16-STS603⟩ Article dans une revue hal-01517638v1
Superintelligence: Paths, Dangers, Strategies Christian Robert CHANCE, 2017, 30 (1), pp.42-43. ⟨10.1080/09332480.2017.1302723⟩ Article dans une revue hal-02274939v1
Statistical Rethinking Christian Robert CHANCE, 2017, 30 (1), pp.40-42. ⟨10.1080/09332480.2017.1302722⟩ Article dans une revue hal-02274933v1
Comment on: Reflections on the Probability Space Induced by Moment Conditions with Implications for Bayesian Inference Christian Robert Journal of Financial Econometrics, 2016, 14 (2), pp.265-271. ⟨10.1093/jjfinec/nbv005⟩ Article dans une revue hal-01409283v1
The expected demise of the Bayes factor Christian Robert Journal of Mathematical Psychology, 2016, 72, pp.33-37. ⟨10.1016/j.jmp.2015.08.002⟩ Article dans une revue hal-01409264v1
Bayesian Estimation of Small Effects in Exercise and Sports Science Kerrie K. Mengersen,Christopher C. Drovandi,Christian Robert,Pyne David,Christopher Gore PLoS ONE, 2016, 11 (4), pp.e0147311. ⟨10.1371/journal.pone.0147311⟩ Article dans une revue hal-01409269v1
Reliable ABC model choice via random forests Pierre Pudlo,Jean-Michel Marin,Arnaud Estoup,Jean-Marie Cornuet,Mathieu Gautieret al. Bioinformatics, 2016, 32 (6), pp.859 - 866. ⟨10.1093/bioinformatics/btv684⟩ Article dans une revue hal-01067925v1
Pre-processing for approximate Bayesian computation in image analysis Matthew T. Moores,Christopher C. Drovandi,Kerrie Mengersen,Christian P. Robert Statistics and Computing, 2015, 25 (1), pp.11. ⟨10.1007/s11222-014-9525-6⟩ Article dans une revue hal-01067922v1
Discussion on the paper of Gerber and Chopin &quot;Quasi Monte Carlo Christian Robert Journal of the Royal Statistical Society: Series B, 2015, 77 (3), pp.2 Article dans une revue hal-01248654v1
Bayesian computation: a summary of the current state, and samples backwards and forwards Peter J Green,Krzysztof Łatuszyński,Marcelo Pereyra,Christian Robert Statistics and Computing, 2015, 25 (4), pp.835-862 Article dans une revue hal-01409252v1
Objective Bayesian hypothesis testing in binomial regression models with integral prior distributions Diego Salmeron,Juan Antonio Cano,C. P. Robert Statistica Sinica, 2015, 25 (3), pp.15. ⟨10.5705/ss.2013.338⟩ Article dans une revue hal-00919595v1
Comment on Article by Dawid and Musio Clara Grazian,Illaria Masiani,Christian Robert Bayesian Analysis, 2015, 10 (2), pp.511-515. ⟨10.1214/15-BA942C⟩ Article dans une revue hal-01409240v1
Comparison of the gut microbiota of people in France and Saudi Arabia M Yasir,Emmanouil Angelakis,F Bibi,El Azhar,Dipankar Bacharet al. Diabetes, nutrition & metabolism, 2015, 5 (e153), ⟨10.1038/nutd.2015.3⟩ Article dans une revue hal-01216407v1
Relevant statistics for Bayesian model choice Jean-Michel Marin,Natesh S. Pillai,Christian P. Robert,Judith Rousseau Journal of the Royal Statistical Society: Series B, 2014, 76 (5), pp.833-859. ⟨10.1111/rssb.12056⟩ Article dans une revue hal-01067901v1
On the Jeffreys-Lindley's paradox Christian Robert Philosophy of Science, 2014, 81 (2), pp.216-232. ⟨10.1086/675729⟩ Article dans une revue hal-00853651v1
Discussion Christian Robert International Statistical Review, 2014, ⟨10.1111/insr.12040⟩ Article dans une revue istex hal-01517672v1
discussion of the paper &quot;Bayesian measures of model complexity and fit&quot; by D. Spiegelhalter et al. Christian Robert Journal of the Royal Statistical Society: Series B, 2014, 76 (3), pp.492-493. ⟨10.1111/rssb.12062⟩ Article dans une revue istex hal-01067911v1
Revised evidence for statistical standards Andrew Gelman,Christian Robert Proceedings of the National Academy of Sciences of the United States of America, 2014, 111 (19), pp.E1936-E1937. ⟨10.1073/pnas.1322995111⟩ Article dans une revue hal-01067889v1
Constraining the thick disc formation scenario of the Milky Way A. C. Robin,C. Reylé,J. Fliri,M. Czekaj,C. P. Robertet al. Astronomy & Astrophysics - A&A, 2014, 569, pp.26. ⟨10.1051/0004-6361/201423415⟩ Article dans une revue hal-01068086v1
In praise of the referee Nicolas Chopin,Andrew Gelman,Kerrie L. Mengersen,Christian Robert ISBA Bulletin, 2013, 20 (1), pp.13-19 Article dans une revue hal-00704798v1
Bayesian computation via empirical likelihood. Kerrie L Mengersen,Pierre Pudlo,Christian Robert Proceedings of the National Academy of Sciences of the United States of America, 2013, 110 (4), pp.1321-1326. ⟨10.1073/pnas.1208827110⟩ Article dans une revue hal-00796976v1
Error and Inference: an outsider stand on a frequentist philosophy Christian Robert Theory and Decision, 2013, 74 (3), pp.447-461. ⟨10.1007/s11238-012-9298-3⟩ Article dans une revue hal-00656870v1
Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation Gilles Celeux,Mohammed El Anbari,Jean-Michel Marin,Christian Robert Bayesian Analysis, 2012, 7 (2), pp.477-502. ⟨10.1214/12-BA716⟩ Article dans une revue hal-00943727v1
Estimation of demo-genetic model probabilities with Approximate Bayesian Computation using linear discriminant analysis on summary statistics. Arnaud Estoup,Eric Lombaert,Jean-Michel Marin,Thomas Guillemaud,Pierre Pudloet al. Molecular Ecology Resources, 2012, 12 (5), pp.846-55. ⟨10.1111/j.1755-0998.2012.03153.x⟩ Article dans une revue istex hal-00796906v1
Approximate Bayesian computational methods Jean-Michel Marin,Pierre Pudlo,Christian P. Robert,Robin Ryder Statistics and Computing, 2012, 22 (6), ⟨10.1007/s11222-011-9288-2⟩ Article dans une revue hal-00567240v2
Book reviews, Summer 2012 Christian Robert CHANCE, 2012, 25 (3), pp.58-62. ⟨10.1080/09332480.2012.726567⟩ Article dans une revue hal-00687315v1
Book Reviews (Spring 2012) Alessandra Iacobucci,Christian Robert CHANCE, 2012, 25 (2), pp.57-61. ⟨10.1080/09332480.2012.685375⟩ Article dans une revue hal-00664781v1
Book reviews, Fall 2012 Pierre Alquier,Christian Robert CHANCE, 2012, 25 (4), pp.57-61. ⟨10.1080/09332480.2012.752298⟩ Article dans une revue hal-00725645v1
Book reviews, Winter 2011 Christian Robert CHANCE, 2012, 25 (1), pp.49-57. ⟨10.1080/09332480.2012.668470⟩ Article dans une revue hal-00656863v1
Adaptive Multiple Importance Sampling Jean-Marie Cornuet,Jean-Michel Marin,Antonietta Mira,Christian Robert Scandinavian Journal of Statistics, 2012, 39 (4), pp.798-812. ⟨10.1111/j.1467-9469.2011.00756.x⟩ Article dans une revue hal-00403248v1
Lack of confidence in approximate Bayesian computation model choice C. P. Robert,J.-M. Cornuet,J.-M. Marin,N. S. Pillai Proceedings of the National Academy of Sciences of the United States of America, 2011, 108 (37), pp.15112-15117. ⟨10.1073/pnas.1102900108⟩ Article dans une revue hal-00596300v1
James E. Gentle: Computational statistics Christian Robert Statistics and Computing, 2011, 21 (2), pp.289-292. ⟨10.1007/s11222-010-9189-9⟩ Article dans une revue hal-00567243v1
Using parallel computation to improve Independent Metropolis--Hastings based estimation Pierre Jacob,Christian Robert,Murray H. Smith Journal of Computational and Graphical Statistics, 2011, 20 (3), pp.1-19. ⟨10.1198/jcgs.2011.10167⟩ Article dans une revue hal-00567242v1
An attempt at reading Keynes' Treatise on Probability Christian Robert International Statistical Review, 2011, 79 (1), pp.1-15. ⟨10.1111/j.1751-5823.2010.00129.x⟩ Article dans une revue hal-00473018v1
A Handbook of Statistical Analyses Using R, Second Edition by Brian S. Everitt, Torsten Hothorn: A review Christian Robert International Statistical Review, 2011, 79 (2), pp.276-277. ⟨10.1111/j.1751-5823.2011.00149_5.x⟩ Article dans une revue istex hal-00630256v1
A Comparison of the Bayesian and frequentist approaches to estimation by Francisco J. Samaniego: A review. Christian Robert International Statistical Review, 2011, 79 (1), pp.117-118. ⟨10.1111/j.1751-5823.2011.00134_4.x⟩ Article dans une revue istex hal-00630253v1
Book reviews, Fall 2011 Christian Robert CHANCE, 2011, 24 (4), pp.58-61 Article dans une revue hal-00636655v1
A vanilla Rao–Blackwellization of Metropolis–Hastings algorithms Randal Douc,Christian Robert Annals of Statistics, 2011, 39 (1), pp.261-277. ⟨10.1214/10-AOS838⟩ Article dans une revue hal-00375377v1
Bayesian Model Selection and Statistical Modeling by Tomohiro Ando: A review Christian Robert International Statistical Review, 2011, 79 (1), pp.120-121. ⟨10.1111/j.1751-5823.2011.00134_7.x⟩ Article dans une revue istex hal-00630255v1
Evidence and Evolution: A Review Christian Robert Human Genomics, 2011, 5 (2), pp.130-136 Article dans une revue hal-00494356v1
Discussion of &quot;Is Bayes Posterior just Quick and Dirty Confidence?&quot; by D. A. S. Fraser Christian Robert Statistical Science, 2011, 26 (3), pp.317-318. ⟨10.1214/11-STS352A⟩ Article dans une revue hal-00638147v1
Time Series: Modeling, Computation, and Inference by Raquel Prado, Mike West: A review Christian Robert International Statistical Review, 2011, 79 (2), pp.277-279. ⟨10.1111/j.1751-5823.2011.00149_6.x⟩ Article dans une revue istex hal-00630254v1
Bayesian Decision Analysis: Principles and Practice by Jim Q. Smith: A review Christian Robert International Statistical Review, 2011, 79 (2), pp.272-273. ⟨10.1111/j.1751-5823.2011.00149_1.x⟩ Article dans une revue istex hal-00630257v1
Model choice versus model criticism Christian Robert,Kerrie L. Mengersen,Carla Chen Proceedings of the National Academy of Sciences of the United States of America, 2010, 107 (3), pp.E5. ⟨10.1073/pnas.0911260107⟩ Article dans une revue hal-00423847v1
On resolving the Savage–Dickey paradox Jean-Michel Marin,Christian P. Robert Electronic Journal of Statistics , 2010, 4, pp.643-654. ⟨10.1214/10-EJS564⟩ Article dans une revue hal-00423846v1
The Search for Certainty: a critical assessment Christian Robert Bayesian Analysis, 2010, 05 (02), pp.213-222. ⟨10.1214/10-BA601⟩ Article dans une revue hal-00473022v1
ABC methods for model choice in Gibbs random fields Aude Grelaud,Christian Robert,Jean-Michel Marin Comptes Rendus. Mathématique, 2009, 347 (3-4), pp.205-210. ⟨10.1016/j.crma.2008.12.009⟩ Article dans une revue istex hal-00450730v1
Adaptive approximate Bayesian computation M. A. Beaumont,J.-M. Cornuet,J.-M. Marin,C. P. Robert Biometrika, 2009, 96 (4), pp.983-990. ⟨10.1093/biomet/asp052⟩ Article dans une revue hal-00280461v1
Harold Jeffreys' Theory of Probability revisited Nicolas Chopin,Christian Robert,Judith Rousseau Statistical Science, 2009, 24 (2), pp.141-172. ⟨10.1214/09-STS284⟩ Article dans une revue hal-00274631v1
A Bayesian reassessment of nearest-neighbour classification Lionel Cucala,Jean-Michel Marin,Christian Robert,Mike Titterington Journal of the American Statistical Association, 2009, 104 (485), pp.263-273. ⟨10.1198/jasa.2009.0125⟩ Article dans une revue inria-00143783v4
Estimation of cosmological parameters using adaptive importance sampling Darren Wraith,Martin Kilbinger,Karim Benabed,Olivier Cappe,Jean-François Cardosoet al. Physical Review D, 2009, 80, pp.023507. ⟨10.1103/PhysRevD.80.023507⟩ Article dans une revue hal-00450727v1
Comments on: Natural Induction: An Objective Bayesian Approach Christian Robert RACSAM. Real Academia de Ciencias. Serie A, Matemáticas - Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A, Matemáticas, 2009, 103 (1), pp.149-150 Article dans une revue hal-00450729v1
Contemplating Evidence: properties, extensions of, and alternatives to Nested Sampling Nicolas Chopin,Christian Robert Biometrika, 2009, 97, pp.755. ⟨10.1093/biomet/asq021⟩ Article dans une revue hal-00216003v2
Harold Jeffreys' Theory of Probability revisited: a reply Christian Robert,Nicolas Chopin,Judith Rousseau Statistical Science, 2009, 24 (2), pp.191-194. ⟨10.1214/09-STS284REJ⟩ Article dans une revue hal-00415936v1
Discussion of &quot;Sure independence screening for ultra-high dimensional feature space&quot; by Fan and Lv. Christian Robert Journal of the Royal Statistical Society, 2008, 70 (5), pp.901 Article dans une revue hal-00359618v1
Infering population history with DIY ABC: a user-friendly approach to Approximate Bayesian Computation. Jean-Marie Cornuet,Filipe Santos,Marc A. Beaumont,Christian Robert,Jean-Michel Marinet al. Bioinformatics, 2008, 24 (23), pp.2713-2719. ⟨10.1093/bioinformatics/btn514⟩ Article dans une revue hal-00359624v1
Convergence of adaptive mixtures of importance sampling schemes Randal Douc,A. Guillin,Jean-Michel Marin,C. P. Robert Statistics and Computing, 2008, 18,, pp.447-459 Article dans une revue hal-00432955v1
À propos de l'article de N. Vayatis &quot;Bayésiens contre fréquentistes, un faux débat Christian Robert La Recherche, 2008, 424, pp.6 Article dans une revue hal-00359620v1
Approximating the marginal likelihood in mixture models Jean-Michel Marin,Christian Robert Indian Bayesian Society Newsletter, 2008, V (1), pp.2-7 Article dans une revue hal-00273475v1
Report of the Editors - 2007 Christian Robert,Andrew Wood Journal of the Royal Statistical Society: Series B, 2008, Volume 70 (1), pp.1-2. ⟨10.1111/j.1467-9868.2007.00626.x⟩ Article dans une revue istex hal-00359614v1
Are risk agents more optimistic? A Bayesian estimation approach Selima Ben Mansour,Elyès Jouini,Jean-Michel Marin,Clotilde Napp,Christian Robert Journal of Applied Econometrics, 2008, 23 (6), pp.843-860. ⟨10.1002/jae.1027⟩ Article dans une revue istex hal-00359613v1
On some difficulties with a posterior probability approximation technique Christian Robert,Jean-Michel Marin Bayesian Analysis, 2008, 3 (2), pp.427-442. ⟨10.1214/08-BA316⟩ Article dans une revue hal-00212326v1
Bayesian-optimal design via interacting particle systems Billy Amzal,Frédéric Y. Bois,Eric Parent,Christian P. Robert Journal of the American Statistical Association, 2006, 101 (474), pp.773-785. ⟨10.1198/016214505000001159⟩ Article dans une revue ineris-00963016v1
Iterated importance sampling in missing data problems Gilles Celeux,Jean-Michel Marin,Christian Robert Computational Statistics and Data Analysis, 2006, 50 (12), pp.3386-3404 Article dans une revue inria-00070473v1
Sélection bayésienne de variables en régression linéaire Gilles Celeux,Jean-Michel Marin,Christian Robert Journal de la Société Française de Statistique, 2006, 147 (1), pp.59-79 Article dans une revue inria-00077857v2
Population Monte Carlo Olivier Cappé,Arnaud Guillin,Jean-Michel Marin,Christian Robert Journal of Computational and Graphical Statistics, 2004, 13 (4), pp.907-929 Article dans une revue hal-01337419v1
On the Convergence of the Monte Carlo Maximum Likelihood Method for Latent Variable Models Olivier Cappe,Randal Douc,Eric Moulines,Christian Robert Scandinavian Journal of Statistics, 2002, 29 (4), pp.615-635. ⟨10.1111/1467-9469.00309⟩ Article dans une revue istex hal-04081673v1
L’analyse statistique bayésienne Christian Robert Courrier des Statistiques, 2001, 100, pp.3-4 Article dans une revue hal-05441620v1

Communication dans un congrès (6)

NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform Achille Thin,Yazid Janati,Sylvain Le Corff,Charles Ollion,Arnaud Doucetet al. 35th International Conference on Neural Information Processing Systems, Dec 2021, Online, France. ⟨10.5555/3540261.3541565⟩ Communication dans un congrès hal-03168489v2
Approximate Bayesian Computation using Random Forest Jean-Michel Marin,Pierre Pudlo,Louis Raynal,Arnaud A Estoup,Christian P. Robert Validating and Expanding Approximate Bayesian Computation Methods (17w5025), Banff International Research Station for Mathematical Innovation and Discovery (BIRS). MEX., Feb 2017, Banff, Canada Communication dans un congrès hal-02786888v1
Jeffreys’ Priors for Mixture Estimation Clara Grazian,Christian Robert Bayesian Statistics from Methods to Models and Applications / BAYSM 2014, Sep 2014, Vienna, Austria. pp.37-48, ⟨10.1007/978-3-319-16238-6_4⟩ Communication dans un congrès hal-01276489v1
Empirical likelihood for Bayesian inference in population genetics Pierre Pudlo,Raphaël Leblois,Christian Robert Mathematical and Computational Evolutionnary Biology 2012, Jun 2012, Montpellier, France Communication dans un congrès hal-02932407v1
Modélisation bayésienne hiérarchique pour l'estimation de matrice de covariance - Application à la gestion actif-passif de portefeuilles financiers Mathilde Bouriga,Olivier Féron,Jean-Michel Marin,Christian Robert 42èmes Journées de Statistique, 2010, Marseille, France, France Communication dans un congrès inria-00494745v1
Optimisation de plans d'expérience par méthodes particulaires Billy Amzal,Eric Parent,Frédéric Y. Bois,Christian P. Robert 35. Journées de Statistiques, Jun 2003, Lyon, France. pp.97-100 Communication dans un congrès ineris-00972424v1

Ouvrages (5)

Handbook of Mixture Analysis Sylvia Frühwirth-Schnatter,Gilles Celeux,Christian P. Robert Taylor & Francis, 2019 Ouvrages hal-03943314v1
Handbook of Mixture Analysis Sylvia Frühwirth-Schnatter,Gilles Celeux,Christian P. Robert CRC Press, pp.1-536, 2018, Chapman & Hall/CRC Handbooks of Modern Statistical Methods, 9781498763813 Ouvrages hal-01928103v1
Bayesian essentials with R Jean-Michel Marin,Christian Robert Springer Verlag, New York, pp.XIV-296, 2014, Springer Textbooks in Statistics, 978-1-4614-8686-2 Ouvrages hal-01337395v1
Introducing Monte Carlo Methods with R Christian Robert,George Casella Robert Gentleman. Springer Verlag, New York, pp.284, 2009, Use R, John Kimmel, ⟨10.1007/1441915753⟩ Ouvrages hal-00450502v1
Bayesian Core: A practical approach to computational Bayesian statistics Jean-Michel Marin,Christian Robert Springer Verlag, New York, pp.258, 2007, Springer Textbooks in Statistics, ⟨10.1007/978-0-387-38983-7⟩ Ouvrages hal-00450489v1

Chapitre d'ouvrage (9)

Approximate Bayesian computation, an introduction Christian Robert Jean-Baptiste Marquette Didier Fraix‐Burnet Stéphane Girard and Julyan Arbel. Statistics for Astrophysics, EDP Sciences, pp.77-112, 2021, 978-2-7598-2275-1. ⟨10.1051/978-2-7598-2275-1.c008⟩ Chapitre d'ouvrage hal-03912165v1
A Bayesian Generalized Poisson Model for Cyber Risk Analysis Christian Robert,Giulia Carallo,Roberto Casarin Mathematical and Statistical Methods for Actuarial Sciences and Finance, Springer International Publishing; Springer International Publishing, pp.123-128, 2021, ⟨10.1007/978-3-030-78965-7_19⟩ Chapitre d'ouvrage hal-03523624v1
Markov Chain Monte Carlo Algorithms for Bayesian Computation, a Survey and Some Generalisation Wu Changye,Christian Robert Case Studies in Applied Bayesian Data Science, 2259, Springer International Publishing, pp.89-119, 2020, Lecture Notes in Mathematics, ⟨10.1007/978-3-030-42553-1_4⟩ Chapitre d'ouvrage hal-03912194v1
Application of ABC to Infer the Genetic History of Pygmy Hunter-Gatherer Populations from Western Central Africa Arnaud A Estoup,Paul Verdu,Jean-Michel Marin,Christian Robert,Alexandre Dehne Garciaet al. Scott A. Sisson; Yanan Fan; Mark A. Beaumont. Handbook of Approximate Bayesian Computation, Chapman and Hall, Chapter 18, 2019, Chapman & Hall/CRC Handbooks of Modern Statistical Methods, 9781439881507 Chapitre d'ouvrage hal-02787321v1
Computational Solutions for Bayesian Inference in Mixture Models Christian Robert,Gilles Celeux,Kaniav Kamary,Gertraud Malsiner-Walli,Jean-Michel Marin Handbook of Mixture Analysis, CRC Press, 2018 Chapitre d'ouvrage hal-01961038v1
Model Selection for Mixture Models-Perspectives and Strategies Gilles Celeux,Sylvia Frühwirth-Schnatter,Christian Robert Handbook of Mixture Analysis, CRC Press, 2018 Chapitre d'ouvrage hal-01961077v1
Approximate Bayesian Computation: A Survey on Recent Results Christian Robert Ronald Cools; Dirk Nuyens. Monte Carlo and Quasi-Monte Carlo Methods, Springer International Publishing, pp.185-205, 2016, 978-3-319-33505-6. ⟨10.1007/978-3-319-33507-0_7⟩ Chapitre d'ouvrage hal-01409281v1
Bayesian Inference and computation Christian Robert,Jean-Michel Marin,Judith Rousseau D. Balding, M. Stumpf, M. Girolami. Handbook of Statistical Systems Biology, John Wiley, pp.39-65, 2011, 978-0-470-71086-9 Chapitre d'ouvrage hal-00473021v1
Importance sampling methods for Bayesian discrimination between embedded models Jean-Michel Marin,Christian Robert M.-H. Chen, D. Dey, P. Mueller, D. Sun and K. Ye. Frontiers of Statistical Decision Making and Bayesian Analysis, Springer-Verlag, New York, pp.513-527, 2010 Chapitre d'ouvrage hal-00424475v1

Autre publication scientifique (2)

Joshua Bon and Christian P. Robert’s contribution to the Discussion of ‘Safe testing’ by Grünwald, de Heide, and Koolen Joshua Bon,Christian Robert 2024, pp.1143-1145. ⟨10.1093/jrsssb/qkae070⟩ Autre publication scientifique hal-05430739v1
Christian P. Robert and Joshua Bon’s contribution to the Discussion of ‘Safe testing’ by Grünwald, de Heide, and Koolen Christian Robert,Joshua Bon 2024, pp.1156-1157. ⟨10.1093/jrsssb/qkae072⟩ Autre publication scientifique hal-05430738v1

Pré-publication, Document de travail (47)

Prequential posteriors Shreya Sinha-Roy,Richard G. Everitt,Christian P. Robert,Ritabrata Dutta 2025 Pré-publication, Document de travail hal-05430737v1
Generalized Bayesian deep reinforcement learning Shreya Sinha Roy,Richard Everitt,Christian Robert,Ritabrata Dutta 2025 Pré-publication, Document de travail hal-05430731v1
Insufficient Gibbs Sampling Antoine Luciano,Christian Robert,Robin Ryder 2024 Pré-publication, Document de travail hal-04389774v1
Evidence estimation in finite and infinite mixture models and applications Adrien Hairault,Christian P. Robert,Judith Rousseau 2022 Pré-publication, Document de travail hal-03912152v1
Computing Bayes: From Then 'Til Now 1 Gael M. Martin,David T. Frazier,Christian P. Robert 2022 Pré-publication, Document de travail hal-03911805v1
Living on the Edge: An Unified Approach to Antithetic Sampling Roberto Casarin,Radu V. Craiu,Lorenzo Frattarolo,Christian P. Robert 2022 Pré-publication, Document de travail hal-03912159v1
Average of Recentered Parallel MCMC for Big Data Christian Robert,Changye Wu,Christian P. Robert 2019 Pré-publication, Document de travail hal-01968782v1
The Coordinate Sampler: A Non-Reversible Gibbs-like MCMC Sampler Christian Robert,Changye Wu,Christian P. Robert 2019 Pré-publication, Document de travail hal-01968772v1
Some comments about A Bayesian criterion for singular models by M. Drton and M. Plummer Christian Robert,Christian P. Robert,Judith Rousseau 2019 Pré-publication, Document de travail hal-01968787v1
Faster Hamiltonian Monte Carlo by Learning Leapfrog Scale Changye Wu,Julien Stoehr,Christian Robert 2019 Pré-publication, Document de travail hal-01968770v1
Parallelising MCMC via Random Forests Wu Changye,Christian P. Robert 2019 Pré-publication, Document de travail hal-02393276v1
Weakly informative reparameterisations for location-scale mixtures Jeong Eun Lee,Kaniav Kamary,Christian Robert 2017 Pré-publication, Document de travail hal-01517563v1
Some discussions on the Read Paper &quot;Beyond subjective and objective in statistics&quot; by A. Gelman and C. Hennig Christian Robert,Gilles Celeux,Jack Jewson,Julie Josse,Jean-Michel Marinet al. 2017 Pré-publication, Document de travail hal-01968779v1
Asymptotic Properties of Approximate Bayesian Computation David Frazier,Gael Martin,Christian Robert,Judith J. Rousseau 2017 Pré-publication, Document de travail hal-01517556v1
Jeffreys priors for mixture estimation Clara Grazian,Christian Robert 2017 Pré-publication, Document de travail hal-01517565v1
Inference in generative models using the Wasserstein distance Espen Bernton,Pierre Jacob,Mathieu Gerber,Christian Robert 2017 Pré-publication, Document de travail hal-01517550v1
Testing hypotheses via a mixture estimation model Kaniav Kamary,Kerrie K. Mengersen,Christian Robert,Judith J. Rousseau 2017 Pré-publication, Document de travail hal-01517681v1
Non-informative reparameterisations for location-scale mixtures Kaniav Kamary,Jeong Eun Lee,Christian Robert 2016 Pré-publication, Document de travail hal-01253398v1
Bayesian computation: a perspective on the current state, and sampling backwards and forwards Peter Green,Krzysztof Latuszyski,Marcelo Pereyra,Christian Robert 2015 Pré-publication, Document de travail hal-01113421v1
Reflecting about Selecting Noninformative Priors Kaniav Kamary,Christian P. Robert 2014 Pré-publication, Document de travail hal-01067924v1
Accelerating Metropolis-Hastings algorithms: Delayed acceptance with prefetching Marco Banterle,Clara Grazian,Christian P. Robert 2014 Pré-publication, Document de travail hal-01067920v1
Efficient learning in ABC algorithms Mohammed Sedki,Jean-Marie Cornuet,Jean-Michel Marin,Pierre Pudlo,Christian P. Robert 2012 Pré-publication, Document de travail hal-00741572v1
Some discussions of D. Fearnhead and D. Prangle's Read Paper &quot;Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation Christophe Andrieu,Simon Barthelme,Nicolas Chopin,Julien Cornebise,Arnaud Doucetet al. 2012 Pré-publication, Document de travail hal-00658084v1
Simulation in Statistics Christian Robert 2011 Pré-publication, Document de travail hal-00596299v1
Evaluating statistic appropriateness for Bayesian model choice Jean-Michel Marin,Natesh Pillai,Christian Robert,Judith Rousseau 2011 Pré-publication, Document de travail hal-00641487v1
First moments of the truncated and absolute Student's variates Christian Robert 2011 Pré-publication, Document de travail hal-00656867v1
Introducing Monte Carlo Methods with R Solutions to Odd-Numbered Exercises Christian Robert,George Casella 2010 Pré-publication, Document de travail hal-00450405v1
Not only defended but also applied&quot;: A look back at Feller's take on Bayesian inference Andrew Gelman,Christian Robert 2010 Pré-publication, Document de travail hal-00596302v1
On Particle Learning Nicolas Chopin,Alessandra Iacobucci,Jean-Michel Marin,Kerrie Mengersen,Christian Robertet al. 2010 Pré-publication, Document de travail hal-00494357v1
On computational tools for Bayesian data analysis Christian Robert,Jean-Michel Marin 2010 Pré-publication, Document de travail hal-00473020v1
Bayesian computational methods Christian Robert 2010 Pré-publication, Document de travail hal-00473019v1
Discussions on &quot;Riemann manifold Langevin and Hamiltonian Monte Carlo methods Simon Barthelme,Magali Beffy,Nicolas Chopin,Arnaud Doucet,Pierre Jacobet al. 2010 Pré-publication, Document de travail hal-00596301v1
About incoherent inference Christian Robert 2010 Pré-publication, Document de travail hal-00494358v1
Exact Bayesian Analysis of Mixtures Christian Robert,Kerrie L. Mengersen 2010 Pré-publication, Document de travail hal-00567241v1
On Bayesian Data Analysis Christian Robert,Judith Rousseau 2010 Pré-publication, Document de travail hal-00450404v1
Improving the Convergence Properties of the Data Augmentation Algorithm with an Application to Bayesian Mixture Modelling James P. Hobert,Vivekananda Roy,Christian Robert 2009 Pré-publication, Document de travail hal-00436551v1
Bayesian model comparison in cosmology with Population Monte Carlo Martin Kilbinger,Darren Wraith,Christian Robert,Karim Benabed,Olivier Cappeet al. 2009 Pré-publication, Document de travail hal-00441161v1
Simulation of truncated normal variables Christian Robert 2009 Pré-publication, Document de travail hal-00431310v1
Estimation of cosmological parameters using adaptive importance sampling Darren Wraith,Martin Kilbinger,Karim Benabed,Olivier Cappé,Jean-François Cardosoet al. 2009 Pré-publication, Document de travail hal-00365944v1
Computational methods for Bayesian model choice Christian Robert,D. Wraith 2009 Pré-publication, Document de travail hal-00408203v1
Monte Carlo Methods in Statistics Christian Robert 2009 Pré-publication, Document de travail hal-00412639v1
On the relevance of the Bayesian approach to Statistics Christian Robert 2009 Pré-publication, Document de travail hal-00421003v1
Monte Carlo Methods in Statistics Christian Robert 2009 Pré-publication, Document de travail hal-00415940v1
Comments on &quot;Particle Markov chain Monte Carlo&quot; by C. Andrieu, A. Doucet, and R. Hollenstein Pierre Jacob,Nicolas Chopin,Christian Robert,Havard Rue 2009 Pré-publication, Document de travail hal-00431307v1
Bayesian Core: The Complete Solution Manual Christian Robert,Jean-Michel Marin 2009 Pré-publication, Document de travail hal-00431308v1
A History of Markov Chain Monte Carlo--Subjective Recollections from Incomplete Data Christian Robert,George Casella 2008 Pré-publication, Document de travail hal-00311793v1
Bayesian computation for statistical models with intractable normalizing constants Yves Atchade,Nicolas Lartillot,Christian Robert 2008 Pré-publication, Document de travail hal-00274615v1

Rapport (5)

Book Reviews, Summer 2013 Christian Robert 2013 Rapport hal-00780471v1
Des spécificités de l'approche bayésienne et de ses justifications en statistique inférentielle Christian Robert 2013 Rapport hal-00870124v1
Book reviews, Spring 2013 . Special issue on George Casella's books Jean-Louis Foulley,Andrew Gelman,Xiao-Li Meng,William Strawderman,Larry Wassermanet al. 2012 Rapport hal-00762823v1
Principles of Uncertainty, by J.B. Kadane: A review Christian Robert 2012 Rapport hal-00659915v1
Book reviews, Winter 2012 Sophie Donnet,Christian Robert 2012 Rapport hal-00731510v1