Christian Robert

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Publications

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
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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
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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

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

Expectation Propagation as a Way of Life: A Framework for Bayesian Inference on Partitioned Data

Christian Robert , Vehtari Aki , Gelman Andrew , Sivula Tuomas , Jylänki Pasi et al.

Journal of Machine Learning Research, 2020, 21 (17), pp.1-53

Article dans une revue hal-03912185v1

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
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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

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

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

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

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

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
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ABC random forests for Bayesian parameter inference

Louis Raynal , Jean-Michel Marin , Pierre Pudlo , Mathieu Ribatet , Christian Robert et 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 Gautier et 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

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

Discussion on the paper of Gerber and Chopin "Quasi Monte Carlo

Christian Robert

Journal of the Royal Statistical Society: Series B, 2015, 77 (3), pp.2

Article dans une revue hal-01248654v1

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
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Comparison of the gut microbiota of people in France and Saudi Arabia

M Yasir , Emmanouil Angelakis , F Bibi , El Azhar , Dipankar Bachar et al.

Diabetes, nutrition & metabolism, 2015, 5 (e153), ⟨10.1038/nutd.2015.3⟩

Article dans une revue hal-01216407v1
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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

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

discussion of the paper "Bayesian measures of model complexity and fit" 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

Constraining the thick disc formation scenario of the Milky Way

A. C. Robin , C. Reylé , J. Fliri , M. Czekaj , C. P. Robert et 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 Pudlo et 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
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Book reviews, Summer 2012

Christian Robert

CHANCE, 2012, 25 (3), pp.58-62. ⟨10.1080/09332480.2012.726567⟩

Article dans une revue hal-00687315v1

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
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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
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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
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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
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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
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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 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

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
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Book reviews, Fall 2011

Christian Robert

CHANCE, 2011, 24 (4), pp.58-61

Article dans une revue hal-00636655v1

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
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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

Evidence and Evolution: A Review

Christian Robert

Human Genomics, 2011, 5 (2), pp.130-136

Article dans une revue hal-00494356v1

Discussion of "Is Bayes Posterior just Quick and Dirty Confidence?" 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

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

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

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

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

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

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
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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

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
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Estimation of cosmological parameters using adaptive importance sampling

Darren Wraith , Martin Kilbinger , Karim Benabed , Olivier Cappe , Jean-François Cardoso et al.

Physical Review D, 2009, 80, pp.023507. ⟨10.1103/PhysRevD.80.023507⟩

Article dans une revue hal-00450727v1

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

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
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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

Discussion of "Sure independence screening for ultra-high dimensional feature space" 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 Marin et 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 "Bayésiens contre fréquentistes, un faux débat

Christian Robert

La Recherche, 2008, 424, pp.6

Article dans une revue hal-00359620v1
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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
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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
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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
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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
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L’analyse statistique bayésienne

Christian Robert

Courrier des Statistiques, 2001, 100, pp.3-4

Article dans une revue hal-05441620v1
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NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform

Achille Thin , Yazid Janati , Sylvain Le Corff , Charles Ollion , Arnaud Doucet et 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
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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
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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

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

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 Garcia et 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
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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

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
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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
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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

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

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

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 "Beyond subjective and objective in statistics" by A. Gelman and C. Hennig

Christian Robert , Gilles Celeux , Jack Jewson , Julie Josse , Jean-Michel Marin et al.

2017

Pré-publication, Document de travail hal-01968779v1

Inference in generative models using the Wasserstein distance

Espen Bernton , Pierre Jacob , Mathieu Gerber , Christian Robert

2017

Pré-publication, Document de travail hal-01517550v1

Jeffreys priors for mixture estimation

Clara Grazian , Christian Robert

2017

Pré-publication, Document de travail hal-01517565v1

Asymptotic Properties of Approximate Bayesian Computation

David Frazier , Gael Martin , Christian Robert , Judith J. Rousseau

2017

Pré-publication, Document de travail hal-01517556v1

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
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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 "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation

Christophe Andrieu , Simon Barthelme , Nicolas Chopin , Julien Cornebise , Arnaud Doucet et al.

2012

Pré-publication, Document de travail hal-00658084v1

Simulation in Statistics

Christian Robert

2011

Pré-publication, Document de travail hal-00596299v1
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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": 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 Robert et al.

2010

Pré-publication, Document de travail hal-00494357v1

Discussions on "Riemann manifold Langevin and Hamiltonian Monte Carlo methods

Simon Barthelme , Magali Beffy , Nicolas Chopin , Arnaud Doucet , Pierre Jacob et al.

2010

Pré-publication, Document de travail hal-00596301v1

Bayesian computational methods

Christian Robert

2010

Pré-publication, Document de travail hal-00473019v1

On computational tools for Bayesian data analysis

Christian Robert , Jean-Michel Marin

2010

Pré-publication, Document de travail hal-00473020v1

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 Cappe et al.

2009

Pré-publication, Document de travail hal-00441161v1

Estimation of cosmological parameters using adaptive importance sampling

Darren Wraith , Martin Kilbinger , Karim Benabed , Olivier Cappé , Jean-François Cardoso et 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

Simulation of truncated normal variables

Christian Robert

2009

Pré-publication, Document de travail hal-00431310v1
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Monte Carlo Methods in Statistics

Christian Robert

2009

Pré-publication, Document de travail hal-00412639v1

Comments on "Particle Markov chain Monte Carlo" by C. Andrieu, A. Doucet, and R. Hollenstein

Pierre Jacob , Nicolas Chopin , Christian Robert , Havard Rue

2009

Pré-publication, Document de travail hal-00431307v1

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

Bayesian Core: The Complete Solution Manual

Christian Robert , Jean-Michel Marin

2009

Pré-publication, Document de travail hal-00431308v1
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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