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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⟩
Journal articles
hal-04049902v1
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Rethinking the Effective Sample Size
Víctor Elvira
,
Luca Martino
,
Christian Robert
Journal articles
hal-03911753v1
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Rao–Blackwellisation in the Markov Chain Monte Carlo Era
Christian Robert
,
Gareth Roberts
Journal articles
hal-03912172v1
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Component-wise approximate Bayesian computation via Gibbs-like steps
Grégoire Clarté
,
Christian Robert
,
Robin Ryder
,
Julien Stoehr
Journal articles
hal-02393277v1
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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
Journal of Machine Learning Research, 2020, 21 (17), pp.1-53
Journal articles
hal-03912185v1
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Independent Random Sampling Methods
Christian Robert
Journal articles
hal-02274928v1
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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⟩
Journal articles
hal-02274870v1
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The Beauty of Mathematics in Computer Science
Christian Robert
Journal articles
hal-02274899v1
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AIQ
Christian Robert
Journal articles
hal-02274903v1
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Computational Methods for Numerical Analysis with R
Christian Robert
Journal articles
hal-02274930v1
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Model misspecification in approximate Bayesian computation: consequences and diagnostics
David Frazier
,
Christian Robert
,
Judith Rousseau
Journal articles
hal-01961101v2
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Let the Evidence Speak
Christian Robert
Journal articles
hal-02274904v1
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Generalized Bouncy Particle Sampler
Changye Wu
,
Christian Robert
Statistics and Computing, inPress
Journal articles
hal-01968784v1
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ABC random forests for Bayesian parameter inference
Louis Raynal
,
Jean-Michel Marin
,
Pierre Pudlo
,
Mathieu Ribatet
,
Christian Robert
Journal articles
hal-01337189v2
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Abandon Statistical Significance
Blakeley Mcshane
,
David Gal
,
Andrew Gelman
,
Christian Robert
,
Jennifer Tackett
Journal articles
hal-02274876v1
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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
Journal articles
hal-02274881v1
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Surprises in Probability–Seventeen Short Stories
Christian Robert
Journal articles
hal-02274909v1
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10 Great Ideas About Chance
Christian Robert
Journal articles
hal-02274925v1
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Is that a big number?
Christian Robert
Journal articles
hal-02274906v1
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Pragmatics of Uncertainty
Christian Robert
Journal articles
hal-02274922v1
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Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models
Gaël Martin
,
Brendan P.M. Mccabe
,
David Frazier
,
Worapree Maneesoonthorn
,
Christian Robert
Journal articles
hal-01961123v1
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Jeffreys priors for mixture estimation: Properties and alternatives
Clara Grazian
,
Christian Robert
Computational Statistics and Data Analysis, 2018, 121, pp.149-163
Journal articles
hal-01961115v1
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Accelerating MCMC algorithms
Christian Robert
,
Víctor Elvira
,
Nick Tawn
,
Changye Wu
Wiley Interdisciplinary Reviews: Computational Statistics, 2018, 10 (5), pp.e1435
Journal articles
hal-01961128v1
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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
Journal articles
hal-01961130v1
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Superintelligence: Paths, Dangers, Strategies
Christian Robert
Journal articles
hal-02274939v1
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Statistical Rethinking
Christian Robert
Journal articles
hal-02274933v1
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How Principled and Practical Are Penalised Complexity Priors?
Christian Robert
,
Judith J. Rousseau
Journal articles
hal-01517638v1
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Nonparametric Bayesian Clay for Robust Decision Bricks
Christian Robert
,
Judith J. Rousseau
Journal articles
hal-01517665v1
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Une Vie Brève (One Hundred Twenty-One Days)
Christian Robert
Journal articles
hal-02274932v1
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Reliable ABC model choice via random forests
Pierre Pudlo
,
Jean-Michel Marin
,
Arnaud Estoup
,
Jean-Marie Cornuet
,
Mathieu Gautier
Journal articles
hal-01067925v1
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Bayesian Estimation of Small Effects in Exercise and Sports Science
Kerrie K. Mengersen
,
Christopher C. Drovandi
,
Christian Robert
,
Pyne David
,
Christopher Gore
Journal articles
hal-01409269v1
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The expected demise of the Bayes factor
Christian Robert
Journal articles
hal-01409264v1
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Comment on: Reflections on the Probability Space Induced by Moment Conditions with Implications for Bayesian Inference
Christian Robert
Journal articles
hal-01409283v1
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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
Journal articles
hal-01216407v1
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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
Journal articles
hal-01248654v1
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Pre-processing for approximate Bayesian computation in image analysis
Matthew T. Moores
,
Christopher C. Drovandi
,
Kerrie Mengersen
,
Christian P. Robert
Journal articles
hal-01067922v1
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Comment on Article by Dawid and Musio
Clara Grazian
,
Illaria Masiani
,
Christian Robert
Journal articles
hal-01409240v1
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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
Journal articles
hal-01409252v1
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Discussion of Sequential quasi Monte Carlo
Christian Robert
Journal articles
hal-01409255v1
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Relevant statistics for Bayesian model choice
Jean-Michel Marin
,
Natesh S. Pillai
,
Christian P. Robert
,
Judith Rousseau
Journal articles
hal-01067901v1
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Discussion
Christian Robert
Journal articles
hal-01517672v1
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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⟩
Journal articles
hal-01067889v1
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discussion of the paper "Bayesian measures of model complexity and fit" by D. Spiegelhalter et al.
Christian Robert
Journal articles
hal-01067911v1
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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⟩
Journal articles
hal-00796976v1
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In praise of the referee
Nicolas Chopin
,
Andrew Gelman
,
Kerrie L. Mengersen
,
Christian Robert
ISBA Bulletin, 2013, 20 (1), pp.13-19
Journal articles
hal-00704798v1
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Error and Inference: an outsider stand on a frequentist philosophy
Christian Robert
Journal articles
hal-00656870v1
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Book reviews, Fall 2012
Pierre Alquier
,
Christian Robert
Journal articles
hal-00725645v1
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Book Reviews (Spring 2012)
Alessandra Iacobucci
,
Christian Robert
Journal articles
hal-00664781v1
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Adaptive Multiple Importance Sampling
Jean-Marie Cornuet
,
Jean-Michel Marin
,
Antonietta Mira
,
Christian Robert
Journal articles
hal-00403248v1
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Approximate Bayesian computational methods
Jean-Michel Marin
,
Pierre Pudlo
,
Christian P. Robert
,
Robin Ryder
Journal articles
hal-00567240v2
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Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation
Gilles Celeux
,
Mohammed El Anbari
,
Jean-Michel Marin
,
Christian Robert
Journal articles
hal-00943727v1
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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
Journal articles
hal-00796906v1
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Book reviews, Winter 2011
Christian Robert
Journal articles
hal-00656863v1
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Book reviews, Summer 2012
Christian Robert
Journal articles
hal-00687315v1
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A vanilla Rao–Blackwellization of Metropolis–Hastings algorithms
Randal Douc
,
Christian Robert
Journal articles
hal-00375377v1
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Book reviews, Fall 2011
Christian Robert
CHANCE, 2011, 24 (4), pp.58-61
Journal articles
hal-00636655v1
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Bayesian Model Selection and Statistical Modeling by Tomohiro Ando: A review
Christian Robert
Journal articles
hal-00630255v1
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Evidence and Evolution: A Review
Christian Robert
Human Genomics, 2011, 5 (2), pp.130-136
Journal articles
hal-00494356v1
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Discussion of "Is Bayes Posterior just Quick and Dirty Confidence?" by D. A. S. Fraser
Christian Robert
Journal articles
hal-00638147v1
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Time Series: Modeling, Computation, and Inference by Raquel Prado, Mike West: A review
Christian Robert
Journal articles
hal-00630254v1
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Bayesian Decision Analysis: Principles and Practice by Jim Q. Smith: A review
Christian Robert
Journal articles
hal-00630257v1
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A Handbook of Statistical Analyses Using R, Second Edition by Brian S. Everitt, Torsten Hothorn: A review
Christian Robert
Journal articles
hal-00630256v1
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An attempt at reading Keynes' Treatise on Probability
Christian Robert
Journal articles
hal-00473018v1
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Using parallel computation to improve Independent Metropolis--Hastings based estimation
Pierre Jacob
,
Christian Robert
,
Murray H. Smith
Journal articles
hal-00567242v1
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James E. Gentle: Computational statistics
Christian Robert
Journal articles
hal-00567243v1
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A Comparison of the Bayesian and frequentist approaches to estimation by Francisco J. Samaniego: A review.
Christian Robert
Journal articles
hal-00630253v1
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On resolving the Savage–Dickey paradox
Jean-Michel Marin
,
Christian P. Robert
Journal articles
hal-00423846v1
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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⟩
Journal articles
hal-00423847v1
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The Search for Certainty: a critical assessment
Christian Robert
Journal articles
hal-00473022v1
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Contemplating Evidence: properties, extensions of, and alternatives to Nested Sampling
Nicolas Chopin
,
Christian Robert
Journal articles
hal-00216003v2
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Harold Jeffreys' Theory of Probability revisited: a reply
Christian Robert
,
Nicolas Chopin
,
Judith Rousseau
Journal articles
hal-00415936v1
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Estimation of cosmological parameters using adaptive importance sampling
Darren Wraith
,
Martin Kilbinger
,
Karim Benabed
,
Olivier Cappe
,
Jean-François Cardoso
Journal articles
hal-00450727v1
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Harold Jeffreys’s Theory of Probability Revisited
Christian Robert
,
Nicolas Chopin
,
Judith Rousseau
Journal articles
hal-02403322v1
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Harold Jeffreys' Theory of Probability revisited
Nicolas Chopin
,
Christian Robert
,
Judith Rousseau
Journal articles
hal-00274631v1
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A Bayesian reassessment of nearest-neighbour classification
Lionel Cucala
,
Jean-Michel Marin
,
Christian Robert
,
Mike Titterington
Journal articles
inria-00143783v4
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ABC methods for model choice in Gibbs random fields
Aude Grelaud
,
Christian Robert
,
Jean-Michel Marin
Journal articles
hal-00450730v1
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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
Journal articles
hal-00450729v1
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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
Journal articles
hal-00273475v1
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Report of the Editors - 2007
Christian Robert
,
Andrew Wood
Journal articles
hal-00359614v1
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On some difficulties with a posterior probability approximation technique
Christian Robert
,
Jean-Michel Marin
Journal articles
hal-00212326v1
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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
Journal articles
hal-00359618v1
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Are risk agents more optimistic? A Bayesian estimation approach
Selima Ben Mansour
,
Elyès Jouini
,
Jean-Michel Marin
,
Clotilde Napp
,
Christian Robert
Journal articles
hal-00359613v1
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À propos de l'article de N. Vayatis "Bayésiens contre fréquentistes, un faux débat"
Christian Robert
La Recherche, 2008, 424, pp.6
Journal articles
hal-00359620v1
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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
Journal articles
hal-00359624v1
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Convergence of adaptive mixtures of importance sampling schemes
R. Douc
,
A. Guillin
,
Jean-Michel Marin
,
C. P. Robert
Statistics and Computing, 2008, 18,, pp.447-459
Journal articles
hal-00432955v1
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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
Journal articles
inria-00070473v1
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Bayesian-optimal design via interacting particle systems
Billy Amzal
,
Frédéric Y. Bois
,
Eric Parent
,
Christian P. Robert
Journal articles
ineris-00963016v1
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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
Journal articles
inria-00077857v2
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Population Monte Carlo
Olivier Cappé
,
Arnaud Guillin
,
Jean-Michel Marin
,
Christian Robert
Journal of Computational and Graphical Statistics, 2004, 13 (4), pp.907-929
Journal articles
hal-01337419v1
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