Edit Profile (opens in new tab) Robert, Christian P. Robert Compute Distance To: Compute Author ID: robert.christian-p-robert Published as: Robert, Christian P.; Robert, Christian; Robert, C. P.; Robert, Christian P. Robert; Robert, C. more...less Documents Indexed: 150 Publications since 1987, including 11 Books 8 Contributions as Editor · 10 Further Contributions Co-Authors: 77 Co-Authors with 90 Joint Publications 1,516 Co-Co-Authors all top 5 Co-Authors 30 single-authored 20 Casella, George 19 Marin, Jean-Michel 11 Rousseau, Judith 10 Celeux, Gilles 9 Chopin, Nicolas 9 Gelman, Andrew 9 Mengersen, Kerrie L. 8 Titterington, D. Michael 6 Doucet, Arnaud 5 Draper, David 5 Fourdrinier, Dominique 5 Hobert, James P. 5 Jacob, Pierre E. 4 Cappé, Olivier 4 Diebolt, Jean 4 Douc, Randal 4 Girolami, Mark A. 4 Hwang, J. T. Gene 4 Kubokawa, Tatsuya 4 Latuszynski, Krzysztof 4 Mateu, Jorge 4 Pudlo, Pierre 3 Berger, James Orvis 3 Cellier, Dominique 3 Cornebise, Julien 3 Drovandi, Christopher C. 3 Fearnhead, Paul 3 Fraisse, Anne-Marie 3 Frazier, David T. 3 Gerber, Mathieu 3 Jasra, Ajay 3 Johansen, Adam M. 3 Lee, Anthony J. T. 3 Mira, Antonietta 3 Pettitt, Anthony N. 3 Philippe, Anne 3 Porcu, Emilio 3 Roberts, Gareth O. 3 Roy, Madeleine 3 Rydén, Tobias 3 Ryder, Robin J. 3 Saleh, A. K. Md. Ehsanes 3 Singh, Sumeetpal S. 3 Vehtari, Aki 3 Wells, Martin T. 2 Andrieu, Christophe 2 Arafat, Ahmed 2 Arbel, Julyan 2 Barthelmé, Simon 2 Beaumont, Mark A. 2 Bernton, Espen 2 Beskos, Alexandros 2 Bhadra, Anindya 2 Bornn, Luke 2 Cano, Juan Antonio 2 Clarke, Bertrand S. 2 Cornuet, Jean-Marie 2 Critchley, Frank 2 Everitt, Richard Geoffrey 2 Forbes, Florence 2 Friel, Nial 2 Frühwirth-Schnatter, Sylvia 2 Godsill, Simon J. 2 Golightly, Andrew 2 Grazian, Clara 2 Grelaud, Aude 2 Guihenneuc-Jouyaux, Chantal 2 Guillin, Arnaud 2 Holmes, Christopher C. 2 Kypraios, Theodore 2 Lee, Jeong Eun 2 Liseo, Brunero 2 Longford, Nicholas Tibor 2 Martin, Gael M. 2 Moreno, Elías 2 Müller, Peter 2 Murray, Iain 2 Oates, Chris J. 2 Papaspiliopoulos, Omiros 2 Parmigiani, Giovanni 2 Peters, Gareth William 2 Pillai, Natesh S. 2 Pitt, Michael K. 2 Prünster, Igor 2 Rue, Håvard 2 Salmerón, Diego 2 Simpson, Daniel Peter 2 Soubiran, Caroline 2 Thiéry, Alexandre H. 2 Tong, Howell 2 Wyse, Jason 2 Xia, Yingcun 2 Xue, Jing-Hao 1 Adams, Ryan Prescott 1 Adragni, Kofi Placid 1 Aitkin, Murray A. 1 Aliverti, Emanuele 1 Alston, Clair L. 1 Amzal, Billy 1 Anagnostopoulos, Christoforos ...and 309 more Co-Authors all top 5 Serials 14 Journal of the Royal Statistical Society. Series B. Statistical Methodology 12 Bayesian Analysis 10 Statistical Science 9 Journal of the American Statistical Association 7 Biometrika 7 Statistics and Computing 6 Statistics & Probability Letters 6 Comptes Rendus de l’Académie des Sciences. Série I 6 Springer Texts in Statistics 5 The Annals of Statistics 5 Computational Statistics and Data Analysis 5 Test 4 The Canadian Journal of Statistics 4 Statistica Sinica 3 The American Statistician 3 Scandinavian Journal of Statistics 3 Journal of Multivariate Analysis 2 International Statistical Review 2 Journal of Statistical Planning and Inference 2 Theory and Decision 2 Computational Statistics 2 Journal of Computational and Graphical Statistics 1 Annals of the Institute of Statistical Mathematics 1 Journal of Econometrics 1 Journal of Mathematical Psychology 1 Sankhyā. Series A. Methods and Techniques 1 Sankhyā. Series B. Methodological 1 Revue de Statistique Appliquée 1 Statistics & Decisions 1 Statistics 1 The Annals of Applied Probability 1 Communications in Statistics. Theory and Methods 1 Journal of the Royal Statistical Society. Series B 1 Journal of Statistical Computation and Simulation 1 Proceedings of the National Academy of Sciences of the United States of America 1 ACM Transactions on Modeling and Computer Simulation 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Brazilian Journal of Probability and Statistics 1 Journal of Machine Learning Research (JMLR) 1 Comptes Rendus. Mathématique. Académie des Sciences, Paris 1 RACSAM. Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas 1 Statistical Methodology 1 Lecture Notes in Mathematics 1 Lecture Notes in Statistics 1 Electronic Journal of Statistics 1 Information and Inference 1 Statistics & Risk Modeling 1 Use R! 1 Wiley Series in Probability and Statistics 1 Pratique R 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods 1 Journal de la Société Française de Statistique all top 5 Fields 158 Statistics (62-XX) 60 Numerical analysis (65-XX) 24 Probability theory and stochastic processes (60-XX) 10 General and overarching topics; collections (00-XX) 4 History and biography (01-XX) 3 Operations research, mathematical programming (90-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Number theory (11-XX) 2 Computer science (68-XX) 2 Astronomy and astrophysics (85-XX) 2 Biology and other natural sciences (92-XX) 1 Special functions (33-XX) 1 Integral equations (45-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 129 Publications have been cited 2,433 times in 1,980 Documents Cited by ▼ Year ▼ Monte Carlo statistical methods. 2nd ed. Zbl 1096.62003Robert, Christian P.; Casella, George 655 2004 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 351 2008 Monte Carlo statistical methods. Zbl 0935.62005Robert, Christian P.; Casella, George 280 1999 Deviance information criteria for missing data models. Zbl 1331.62329Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 182 2006 Estimation of finite mixture distributions through Bayesian sampling. Zbl 0796.62028Diebolt, Jean; Robert, Christian P. 171 1994 Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071Girolami, Mark; Calderhead, Ben 161 2011 Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman 152 2010 Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020Celeux, Gilles; Hurn, Merrilee; Robert, Christian P. 138 2000 Approximate Bayesian computational methods. Zbl 1252.62022Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J. 121 2012 The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed., 1st paperback ed. Zbl 1129.62003Robert, Christian P. 108 2007 Adaptive approximate Bayesian computation. Zbl 1437.62393Beaumont, Mark A.; Cornuet, Jean-Marie; Marin, Jean-Michel; Robert, Christian P. 87 2009 Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057Fearnhead, Paul; Prangle, Dennis 56 2012 Bayesian core. A practical approach to computational statistics. Zbl 1137.62013Marin, Jean-Michel; Robert, Christian P. 54 2007 Introducing Monte Carlo methods with R. Zbl 1196.65025Robert, Christian P.; Casella, George 52 2010 Bayesian inference in hidden Markov models through the reversible jump Markov chain Monte Carlo method. Zbl 0941.62090Robert, Christian P.; Rydén, Tobias; Titterington, D. M. 48 2000 Estimation of accuracy in testing. Zbl 0761.62022Hwang, Jiunn Tzon; Casella, George; Robert, Christian; Wells, Martin T.; Farrell, Roger H. 46 1992 Rao-Blackwellisation of sampling schemes. Zbl 0866.62024Casella, George; Robert, Christian P. 46 1996 Optimal sample size for multiple testing: the case of gene expression microarrays. Zbl 1055.62127Müller, Peter; Parmigiani, Giovanni; Robert, Christian; Rousseau, Judith 41 2004 The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed. Zbl 0980.62005Robert, Christian P. 40 2001 Reversible jump, birth-and-death and more general continuous time Markov chain Monte Carlo samplers. Zbl 1063.62133Cappé, Olivier; Robert, Christian P.; Rydén, Tobias 39 2003 The Bayesian choice: a decision-theoretic motivation. Zbl 0808.62005Robert, Christian P. 32 1994 Intrinsic losses. Zbl 0848.90010Robert, Christian P. 31 1996 Convergence of adaptive mixtures of importance sampling schemes. Zbl 1132.60022Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P. 30 2007 Adaptive multiple importance sampling. Zbl 1319.62059Cornuet, Jean-Marie; Marin, Jean-Michel; Mira, Antonietta; Robert, Christian P. 29 2012 Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections. Zbl 0903.62061Goutis, Constantinos; Robert, Christian P. 27 1998 ABC likelihood-free methods for model choice in Gibbs random fields. Zbl 1330.62126Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François 27 2009 Convergence control methods for Markov chain Monte Carlo algorithms. Zbl 0955.60526Robert, Christian P. 26 1995 Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109Gerber, Mathieu; Chopin, Nicolas 24 2015 Mixtures of distributions: Inference and estimation. Zbl 0849.62013Robert, Christian P. 24 1996 A note on Jeffreys-Lindley paradox. Zbl 0823.62006Robert, Christian P. 24 1993 Bayesian-optimal design via interacting particle systems. Zbl 1119.62308Amzal, Billy; Bois, Frédéric Y.; Parent, Eric; Robert, Christian P. 23 2006 Bayesian computation: a summary of the current state, and samples backwards and forwards. Zbl 1331.62017Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P. 22 2015 Robust shrinkage estimators of the location parameter for elliptically symmetric distributions. Zbl 0678.62061Cellier, Dominique; Fourdrinier, Dominique; Robert, Christian 21 1989 Minimum variance importance sampling via population Monte Carlo. Zbl 1181.60028Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P. 20 2007 Properties of nested sampling. Zbl 1195.62185Chopin, Nicolas; Robert, Christian P. 20 2010 Mixtures: Estimation and applications. Zbl 1218.62003 20 2011 Modified Bessel functions and their applications in probability and statistics. Zbl 0686.62021Robert, Christian 20 1990 Capture-recapture estimation via Gibbs sampling. Zbl 0764.62028George, Edward I.; Robert, Christian P. 19 1992 New perspectives on linear calibration. Zbl 0815.62048Kubokawa, Tatsuya; Robert, Christian P. 18 1994 Bayesian estimation of hidden Markov chains: A stochastic implementation. Zbl 0783.62062Robert, Christian P.; Celeux, Gilles; Diebolt, Jean 18 1993 Subjective hierarchical Bayes estimation of a multivariate normal mean: On the frequentist interface. Zbl 0719.62043Berger, James O.; Robert, Christian 18 1990 Harold Jeffreys’s Theory of probability revisited. Zbl 1328.62012Robert, Christian P.; Chopin, Nicolas; Rousseau, Judith 18 2009 MCMC convergence diagnostics: A review. (With discussion). Zbl 0957.62019Mengersen, Kerrie L.; Robert, Christian P.; Guihenneuc-Jouyaux, Chantal 17 1999 Iterated importance sampling in missing data problems. Zbl 1445.62004Celeux, Gilles; Marin, Jean-Michel; Robert, Christian P. 17 2006 Is Pitman closeness a reasonable criterion? (With comments). Zbl 0779.62020Robert, Christian P.; Hwang, J. T. Gene; Strawderman, William E. 16 1993 Bayesian computation for statistical models with intractable normalizing constants. Zbl 1298.62046Atchadé, Yves F.; Lartillot, Nicolas; Robert, Christian 15 2013 Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P. 15 2015 Facilitated spin models: recent and new results. Zbl 1180.82199Cancrini, N.; Martinelli, F.; Robert, C.; Toninelli, C. 14 2009 Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P. 14 2019 Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P. 14 2002 A Bayesian information criterion for singular models. With discussion and authors’ reply. Zbl 1414.62088Drton, Mathias; Plummer, Martyn 13 2017 Estimation of noncentrality parameters. Zbl 0787.62023Kubokawa, T.; Robert, C. P.; Saleh, A. K. Md. E. 13 1993 Reparameterisation issues in mixture modelling and their bearing on MCMC algorithms. Zbl 1042.62527Robert, Christian P.; Mengersen, Kerrie L. 13 1999 Handbook of mixture analysis. Zbl 1419.62001 13 2019 Perfect samplers for mixtures of distributions. Zbl 1067.62028Casella, G.; Mengersen, K. L.; Robert, C. P.; Titterington, D. M. 13 2002 A Bayesian reassessment of nearest-neighbor classification. Zbl 1388.62183Cucala, Lionel; Marin, Jean-Michel; Robert, Christian P.; Titterington, D. M. 12 2009 Variable selection in qualitative models via an entropic explanatory power. Zbl 1033.62066Dupuis, Jérome A.; Robert, Christian P. 12 2003 Mixture models, latent variables and partitioned importance sampling. Zbl 1075.65016Casella, George; Robert, Christian P.; Wells, Martin T. 11 2004 Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. 11 2012 Improving the convergence properties of the data augmentation algorithm with an application to Bayesian mixture modeling. Zbl 1246.60095Hobert, James P.; Roy, Vivekananda; Robert, Christian P. 11 2011 A vanilla Rao-Blackwellization of Metropolis-Hastings algorithms. Zbl 1209.62023Douc, Randal; Robert, Christian P. 11 2011 A short history of Markov chain Monte Carlo: Subjective recollections from incomplete data. Zbl 1222.65006Robert, Christian; Casella, George 11 2011 Estimation of quadratic functions: Noninformative priors for non-centrality parameters. Zbl 0899.62037Berger, James O.; Philippe, Anne; Robert, Christian P. 10 1998 Bayesian estimation of switching ARMA models. Zbl 1070.62515Billio, M.; Monfort, A.; Robert, C. P. 10 1999 Empirical Bayes estimation of the covariance matrix of a normal distribution with unknown mean under an entropy loss. Zbl 0770.62005Kubokawa, T.; Robert, C.; Saleh, A. K. Md. E. 9 1992 Maximum likelihood estimation under order restrictions by the prior feedback method. Zbl 0870.62020Robert, Christian P.; Hwang, J. T. Gene 9 1996 Bayesian essentials with R. 2nd revised ed., previously published under the title ‘Bayesian core. A practical approach to computational statistics’. Zbl 1380.62005Marin, Jean-Michel; Robert, Christian P. 9 2014 Convergence controls for MCMC algorithms, with applications to hidden Markov chains. Zbl 0968.62049Robert, Christian P.; Rydén, Tobias; Titterington, D. M. 8 1999 Natural induction: an objective Bayesian approach. (With comments and rejoinder). Zbl 1177.62030Berger, James O.; Bernardo, José M.; Sun, Dongchu 8 2009 Eaton’s Markov chain, its conjugate partner and \(\mathcal P\)-admissibility. Zbl 0945.62012Hobert, James P.; Robert, C. P. 8 1999 On some difficulties with a posterior probability approximation technique. Zbl 1330.62149Robert, Christian P.; Marin, Jean-Michel 8 2008 Relevant statistics for Bayesian model choice. Zbl 1411.62072Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith 7 2014 Discretization and MCMC. Convergence assessment. Zbl 0961.62085 7 1998 Asymptotic properties of approximate Bayesian computation. Zbl 1499.62112Frazier, David T.; Martin, G. M.; Robert, C. P.; Rousseau, Judith 7 2018 Latent nested nonparametric priors (with discussion). Zbl 1436.62108Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel 7 2019 A mixture representation of \(\pi\) with applications in Markov chain Monte Carlo and perfect sampling. Zbl 1046.60062Hobert, James P.; Robert, Christian P. 7 2004 Refining Poisson confidence intervals. Zbl 0672.62046Casella, George; Robert, Christian 7 1989 A note on the confidence properties of reference priors for the calibration model. Zbl 0936.62032Philippe, Anne; Robert, Christian P. 6 1998 On some accurate bounds for the quantiles of a non-central chi squared distribution. Zbl 0699.62014Robert, Christian 6 1990 On the convergence of the Monte-Carlo maximum likelihood method for latent variable models. Zbl 1035.62015Cappé, Olivier; Douc, Randal; Moulines, Eric; Robert, Christian 6 2002 On resolving the Savage-Dickey paradox. Zbl 1329.62091Marin, Jean-Michel; Robert, Christian P. 6 2010 Generalized accept-reject sampling schemes. Zbl 1268.65012Casella, George; Robert, Christian P.; Wells, Martin T. 6 2004 Catching up faster by switching sooner: a predictive approach to adaptive estimation with an application to the AIC-BIC dilemma. With discussion and authors’ reply. Zbl 1411.62073van Erven, Tim; Grünwald, Peter; de Rooij, Steven 5 2012 Prior feedback: Bayesian tools for maximum likelihood estimation. Zbl 0937.62027Robert, Christian P. 5 1993 Improved confidence statements for the usual multivariate normal confidence set. Zbl 0796.62048Robert, Christian; Casella, George 5 1994 Estimation des paramètres d’un mélange par échantillonnage bayésien. (Bayesian sampling estimation of mixtures). Zbl 0711.62026Diebolt, Jean; Robert, Christian 5 1990 Using Markov chain to construct a tractable approximation of an intractable probability distribution. Zbl 1122.65013Hobert, James P.; Jones, Galin L.; Robert, Christian P. 5 2006 A paradox in decision-theoretic interval estimation. Zbl 0823.62003Casella, George; Hwang, J. T. Gene; Robert, Christian 5 1993 Approximate Bayesian computation: a survey on recent results. Zbl 1356.65031Robert, Christian P. 5 2016 The expected demise of the Bayes factor. Zbl 1357.62127Robert, Christian P. 5 2016 On parameter estimation with the Wasserstein distance. Zbl 1471.62269Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P. 5 2019 Distance weighted losses for testing and confidence set evaluation. Zbl 0815.62008Robert, Christian P.; Casella, George 4 1994 Estimation of a non-centrality parameter under Stein-type-like losses. Zbl 0974.62005Fourdrinier, D.; Philippe, A.; Robert, C. P. 4 2000 Discretization of continuous Markov chains and Markov chain Monte Carlo convergence assessment. Zbl 1013.60055Guihenneuc-Jouyaux, Chantal; Robert, Christian P. 4 1998 Markov chain Monte Carlo: 10 years and still running. Zbl 1072.60506Cappé, Olivier; Robert, Christian P. 4 2000 Integral equation solutions as prior distributions for Bayesian model selection. Zbl 1367.62065Cano, J. A.; Salmerón, D.; Robert, C. P. 4 2008 Coordinate sampler: a non-reversible Gibbs-like MCMC sampler. Zbl 1437.62115Wu, Changye; Robert, Christian P. 4 2020 Computational advances for and from Bayesian analysis. Zbl 1062.62043Andrieu, C.; Doucet, A.; Robert, C. P. 4 2004 Improved confidence sets of spherically symmetric distributions. Zbl 0681.62041Robert, Christian; Casella, George 4 1990 Jeffreys priors for mixture estimation: properties and alternatives. Zbl 1469.62070Grazian, Clara; Robert, Christian P. 3 2018 Componentwise approximate Bayesian computation via Gibbs-like steps. Zbl 07459718Clarté, Grégoire; Robert, Christian P.; Ryder, Robin J.; Stoehr, Julien 1 2021 Coordinate sampler: a non-reversible Gibbs-like MCMC sampler. Zbl 1437.62115Wu, Changye; Robert, Christian P. 4 2020 A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero 3 2020 Expectation propagation as a way of life: a framework for Bayesian inference on partitioned data. Zbl 1498.68287Vehtari, Aki; Gelman, Andrew; Sivula, Tuomas; Jylänki, Pasi; Tran, Dustin; Sahai, Swupnil; Blomstedt, Paul; Cunningham, John P.; Schiminovich, David; Robert, Christian P. 2 2020 Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P. 14 2019 Handbook of mixture analysis. Zbl 1419.62001 13 2019 Latent nested nonparametric priors (with discussion). Zbl 1436.62108Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel 7 2019 On parameter estimation with the Wasserstein distance. Zbl 1471.62269Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P. 5 2019 Model selection for mixture models – perspectives and strategies. Zbl 1428.62269Celeux, Gilles; Frühwirth-Schnatter, Sylvia; Robert, Christian P. 3 2019 Auxiliary likelihood-based approximate Bayesian computation in state space models. Zbl 07499073Martin, Gael M.; McCabe, Brendan P. M.; Frazier, David T.; Maneesoonthorn, Worapree; Robert, Christian P. 1 2019 Abandon statistical significance. Zbl 07588206McShane, Blakeley B.; Gal, David; Gelman, Andrew; Robert, Christian; Tackett, Jennifer L. 1 2019 Asymptotic properties of approximate Bayesian computation. Zbl 1499.62112Frazier, David T.; Martin, G. M.; Robert, C. P.; Rousseau, Judith 7 2018 Jeffreys priors for mixture estimation: properties and alternatives. Zbl 1469.62070Grazian, Clara; Robert, Christian P. 3 2018 A Bayesian information criterion for singular models. With discussion and authors’ reply. Zbl 1414.62088Drton, Mathias; Plummer, Martyn 13 2017 Approximate Bayesian computation: a survey on recent results. Zbl 1356.65031Robert, Christian P. 5 2016 The expected demise of the Bayes factor. Zbl 1357.62127Robert, Christian P. 5 2016 Importance sampling schemes for evidence approximation in mixture models. Zbl 1357.62116Lee, Jeong Eun; Robert, Christian P. 1 2016 Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109Gerber, Mathieu; Chopin, Nicolas 24 2015 Bayesian computation: a summary of the current state, and samples backwards and forwards. Zbl 1331.62017Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P. 22 2015 Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P. 15 2015 An introduction to the special issue “Joint IMS-ISBA meeting – MCMSki 4”. Zbl 1331.00053 1 2015 Objective Bayesian hypothesis testing in binomial regression models with integral prior distributions. Zbl 1415.62010Salmerón, D.; Cano, J. A.; Robert, C. P. 1 2015 Bayesian essentials with R. 2nd revised ed., previously published under the title ‘Bayesian core. A practical approach to computational statistics’. Zbl 1380.62005Marin, Jean-Michel; Robert, Christian P. 9 2014 Relevant statistics for Bayesian model choice. Zbl 1411.62072Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith 7 2014 Revised evidence for statistical standards. Zbl 1357.62022Gelman, Andrew; Robert, Christian P. 3 2014 Bayesian computation for statistical models with intractable normalizing constants. Zbl 1298.62046Atchadé, Yves F.; Lartillot, Nicolas; Robert, Christian 15 2013 Approximate Bayesian computational methods. Zbl 1252.62022Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J. 121 2012 Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057Fearnhead, Paul; Prangle, Dennis 56 2012 Adaptive multiple importance sampling. Zbl 1319.62059Cornuet, Jean-Marie; Marin, Jean-Michel; Mira, Antonietta; Robert, Christian P. 29 2012 Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P. 11 2012 Catching up faster by switching sooner: a predictive approach to adaptive estimation with an application to the AIC-BIC dilemma. With discussion and authors’ reply. Zbl 1411.62073van Erven, Tim; Grünwald, Peter; de Rooij, Steven 5 2012 Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071Girolami, Mark; Calderhead, Ben 161 2011 Mixtures: Estimation and applications. Zbl 1218.62003 20 2011 Improving the convergence properties of the data augmentation algorithm with an application to Bayesian mixture modeling. Zbl 1246.60095Hobert, James P.; Roy, Vivekananda; Robert, Christian P. 11 2011 A vanilla Rao-Blackwellization of Metropolis-Hastings algorithms. Zbl 1209.62023Douc, Randal; Robert, Christian P. 11 2011 A short history of Markov chain Monte Carlo: Subjective recollections from incomplete data. Zbl 1222.65006Robert, Christian; Casella, George 11 2011 Discussion of “Is Bayes posterior just quick and dirty confidence?” by D.A.S. Fraser. Zbl 1246.62063Robert, Christian P. 2 2011 Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman 152 2010 Introducing Monte Carlo methods with R. Zbl 1196.65025Robert, Christian P.; Casella, George 52 2010 Properties of nested sampling. Zbl 1195.62185Chopin, Nicolas; Robert, Christian P. 20 2010 On resolving the Savage-Dickey paradox. Zbl 1329.62091Marin, Jean-Michel; Robert, Christian P. 6 2010 On variance stabilisation in population Monte Carlo by double Rao-Blackwellisation. Zbl 1464.62096Iacobucci, Alessandra; Marin, Jean-Michel; Robert, Christian 1 2010 Adaptive approximate Bayesian computation. Zbl 1437.62393Beaumont, Mark A.; Cornuet, Jean-Marie; Marin, Jean-Michel; Robert, Christian P. 87 2009 ABC likelihood-free methods for model choice in Gibbs random fields. Zbl 1330.62126Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François 27 2009 Harold Jeffreys’s Theory of probability revisited. Zbl 1328.62012Robert, Christian P.; Chopin, Nicolas; Rousseau, Judith 18 2009 Facilitated spin models: recent and new results. Zbl 1180.82199Cancrini, N.; Martinelli, F.; Robert, C.; Toninelli, C. 14 2009 A Bayesian reassessment of nearest-neighbor classification. Zbl 1388.62183Cucala, Lionel; Marin, Jean-Michel; Robert, Christian P.; Titterington, D. M. 12 2009 Natural induction: an objective Bayesian approach. (With comments and rejoinder). Zbl 1177.62030Berger, James O.; Bernardo, José M.; Sun, Dongchu 8 2009 ABC methods for model choice in Gibbs random fields. Zbl 1162.62415Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel 2 2009 Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187Fan, Jianqing; Lv, Jinchi 351 2008 On some difficulties with a posterior probability approximation technique. Zbl 1330.62149Robert, Christian P.; Marin, Jean-Michel 8 2008 Integral equation solutions as prior distributions for Bayesian model selection. Zbl 1367.62065Cano, J. A.; Salmerón, D.; Robert, C. P. 4 2008 The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed., 1st paperback ed. Zbl 1129.62003Robert, Christian P. 108 2007 Bayesian core. A practical approach to computational statistics. Zbl 1137.62013Marin, Jean-Michel; Robert, Christian P. 54 2007 Convergence of adaptive mixtures of importance sampling schemes. Zbl 1132.60022Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P. 30 2007 Minimum variance importance sampling via population Monte Carlo. Zbl 1181.60028Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P. 20 2007 Bayesian mixture models in a longitudinal setting for analysing sheep CAT scan images. Zbl 1162.62428Alston, C. L.; Mengersen, K. L.; Robert, C. P.; Thompson, J. M.; Littlefield, P. J.; Perry, D.; Ball, A. J. 3 2007 Deviance information criteria for missing data models. Zbl 1331.62329Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 182 2006 Bayesian-optimal design via interacting particle systems. Zbl 1119.62308Amzal, Billy; Bois, Frédéric Y.; Parent, Eric; Robert, Christian P. 23 2006 Iterated importance sampling in missing data problems. Zbl 1445.62004Celeux, Gilles; Marin, Jean-Michel; Robert, Christian P. 17 2006 Using Markov chain to construct a tractable approximation of an intractable probability distribution. Zbl 1122.65013Hobert, James P.; Jones, Galin L.; Robert, Christian P. 5 2006 Rejoinder: “Deviance information criteria for missing data models”. Zbl 1331.62330Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M. 2 2006 Bayesian variable selection in linear regression. (Sélection bayésienne de variables en régression linéaire.) Zbl 1409.62134Celeux, Gilles; Marin, Jean-Michel; Robert, Christian 1 2006 Monte Carlo statistical methods. 2nd ed. Zbl 1096.62003Robert, Christian P.; Casella, George 655 2004 Optimal sample size for multiple testing: the case of gene expression microarrays. Zbl 1055.62127Müller, Peter; Parmigiani, Giovanni; Robert, Christian; Rousseau, Judith 41 2004 Mixture models, latent variables and partitioned importance sampling. Zbl 1075.65016Casella, George; Robert, Christian P.; Wells, Martin T. 11 2004 A mixture representation of \(\pi\) with applications in Markov chain Monte Carlo and perfect sampling. Zbl 1046.60062Hobert, James P.; Robert, Christian P. 7 2004 Generalized accept-reject sampling schemes. Zbl 1268.65012Casella, George; Robert, Christian P.; Wells, Martin T. 6 2004 Computational advances for and from Bayesian analysis. Zbl 1062.62043Andrieu, C.; Doucet, A.; Robert, C. P. 4 2004 Reversible jump, birth-and-death and more general continuous time Markov chain Monte Carlo samplers. Zbl 1063.62133Cappé, Olivier; Robert, Christian P.; Rydén, Tobias 39 2003 Variable selection in qualitative models via an entropic explanatory power. Zbl 1033.62066Dupuis, Jérome A.; Robert, Christian P. 12 2003 Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P. 14 2002 Perfect samplers for mixtures of distributions. Zbl 1067.62028Casella, G.; Mengersen, K. L.; Robert, C. P.; Titterington, D. M. 13 2002 On the convergence of the Monte-Carlo maximum likelihood method for latent variable models. Zbl 1035.62015Cappé, Olivier; Douc, Randal; Moulines, Eric; Robert, Christian 6 2002 The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed. Zbl 0980.62005Robert, Christian P. 40 2001 Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020Celeux, Gilles; Hurn, Merrilee; Robert, Christian P. 138 2000 Bayesian inference in hidden Markov models through the reversible jump Markov chain Monte Carlo method. Zbl 0941.62090Robert, Christian P.; Rydén, Tobias; Titterington, D. M. 48 2000 Estimation of a non-centrality parameter under Stein-type-like losses. Zbl 0974.62005Fourdrinier, D.; Philippe, A.; Robert, C. P. 4 2000 Markov chain Monte Carlo: 10 years and still running. Zbl 1072.60506Cappé, Olivier; Robert, Christian P. 4 2000 Monte Carlo statistical methods. Zbl 0935.62005Robert, Christian P.; Casella, George 280 1999 MCMC convergence diagnostics: A review. (With discussion). Zbl 0957.62019Mengersen, Kerrie L.; Robert, Christian P.; Guihenneuc-Jouyaux, Chantal 17 1999 Reparameterisation issues in mixture modelling and their bearing on MCMC algorithms. Zbl 1042.62527Robert, Christian P.; Mengersen, Kerrie L. 13 1999 Bayesian estimation of switching ARMA models. Zbl 1070.62515Billio, M.; Monfort, A.; Robert, C. P. 10 1999 Convergence controls for MCMC algorithms, with applications to hidden Markov chains. Zbl 0968.62049Robert, Christian P.; Rydén, Tobias; Titterington, D. M. 8 1999 Eaton’s Markov chain, its conjugate partner and \(\mathcal P\)-admissibility. Zbl 0945.62012Hobert, James P.; Robert, C. P. 8 1999 Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections. Zbl 0903.62061Goutis, Constantinos; Robert, Christian P. 27 1998 Estimation of quadratic functions: Noninformative priors for non-centrality parameters. Zbl 0899.62037Berger, James O.; Philippe, Anne; Robert, Christian P. 10 1998 Discretization and MCMC. Convergence assessment. Zbl 0961.62085 7 1998 A note on the confidence properties of reference priors for the calibration model. Zbl 0936.62032Philippe, Anne; Robert, Christian P. 6 1998 Discretization of continuous Markov chains and Markov chain Monte Carlo convergence assessment. Zbl 1013.60055Guihenneuc-Jouyaux, Chantal; Robert, Christian P. 4 1998 MCMC specifics for latent variable models. Zbl 0952.65009Robert, Christian P. 1 1998 Connectedness conditions for the convergence of the Gibbs sampler. Zbl 0903.60059Hobert, J. P.; Robert, C. P.; Goutis, C. 2 1997 Rao-Blackwellisation of sampling schemes. Zbl 0866.62024Casella, George; Robert, Christian P. 46 1996 Intrinsic losses. Zbl 0848.90010Robert, Christian P. 31 1996 Mixtures of distributions: Inference and estimation. Zbl 0849.62013Robert, Christian P. 24 1996 Maximum likelihood estimation under order restrictions by the prior feedback method. Zbl 0870.62020Robert, Christian P.; Hwang, J. T. Gene 9 1996 Rao-Blackwell theorem for sampling schemes with rejection. (Une implémentation du théorème de Rao-Blackwell en simulation avec reject.) Zbl 0844.62099Casella, George; Robert, Christian P. 2 1996 Noninformative Bayesian testing and neutral Bayes factors. Zbl 0882.62024Robert, Christian P.; Caron, Nathalie 1 1996 Convergence control methods for Markov chain Monte Carlo algorithms. Zbl 0955.60526Robert, Christian P. 26 1995 Receycling rejected values in accept-reject methods. Zbl 0847.62010Casella, George; Robert, Christian P. 2 1995 ...and 29 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 3,497 Authors 23 Robert, Christian P. Robert 18 Jasra, Ajay 17 Mengersen, Kerrie L. 16 Drovandi, Christopher C. 14 Pettitt, Anthony N. 13 Friel, Nial 11 Chopin, Nicolas 11 Marin, Jean-Michel 10 Martino, Luca 10 Nott, David John 10 Stuart, Andrew M. 10 Wikle, Christopher K. 10 Yao, Weixin 9 Casella, George 9 Corander, Jukka 9 Doucet, Arnaud 9 Frühwirth-Schnatter, Sylvia 9 Marzouk, Youssef M. 9 Roberts, Gareth O. 9 Vehtari, Aki 9 Wiper, Michael P. 8 Del Moral, Pierre 8 Dey, Dipak Kumar 8 Míguez, Joaquín 8 Wang, Hsiuying 7 Ausín, María Concepción 7 Bouguila, Nizar 7 Chen, Minghui 7 Douc, Randal 7 Farcomeni, Alessio 7 Girolami, Mark A. 7 Lin, Tsung I. 7 Liseo, Brunero 7 Moulines, Eric 7 Peherstorfer, Benjamin 7 Pereyra, Marcelo 7 Rousseau, Judith 7 Singh, Sumeetpal S. 7 Sisson, Scott A. 7 Soubeyrand, Samuel 7 Titterington, D. Michael 6 Banerjee, Sudipto 6 Bardsley, Johnathan M. 6 Berger, James Orvis 6 Bhattacharya, Sourabh 6 Casarin, Roberto 6 Celeux, Gilles 6 Dunson, David Brian 6 Everitt, Richard Geoffrey 6 Flegal, James M. 6 Huang, Yangxin 6 Iliopoulos, George 6 Johansen, Adam M. 6 Jones, Galin L. 6 Koutsourelakis, Phaedon-Stelios 6 Lopes, Hedibert Freitas 6 Louzada, Francisco 6 Malefaki, Sonia 6 Micheas, Athanasios Christou 6 Milan, Luis Aparecido 6 Mira, Antonietta 6 Nur, Darfiana 6 Papastamoulis, Panagiotis 6 Prangle, Dennis 6 Quintana, Fernando Andrés 6 Richardson, Sylvia 6 Rue, Håvard 6 Saraiva, Erlandson F. 6 Sartori, Nicola 6 Song, Xinyuan 6 Spezia, Luigi 6 Willcox, Karen E. 5 Bee, Marco 5 Bousquet, Nicolas 5 Das, Kiranmoy 5 DeSarbo, Wayne S. 5 Fort, Gersende 5 Ghosh, Pulak 5 Gutmann, Michael U. 5 Hanson, Timothy E. 5 Hobert, James P. 5 Jacob, Pierre E. 5 Selland Kleppe, Tore 5 Komárek, Arnošt 5 Lachos Dávila, Víctor Hugo 5 Lesaffre, Emmanuel M. E. H. 5 Maire, Florian 5 McGrory, Clare A. 5 Neal, Peter J. 5 Parmigiani, Giovanni 5 Portier, François 5 Rodriguez-Bernal, Maria Teresa 5 Roy, Vivekananda 5 Sarti, Alessandro 5 Schön, Thomas B. 5 Stephens, David A. 5 Taflanidis, Alexandros A. 5 Teckentrup, Aretha L. 5 Upadhyay, Satyanshu Kumar 5 Wagenmakers, Eric-Jan ...and 3,397 more Authors all top 5 Cited in 255 Serials 181 Computational Statistics and Data Analysis 120 Statistics and Computing 55 Journal of Statistical Computation and Simulation 55 The Annals of Applied Statistics 54 Biometrics 53 Computational Statistics 51 Journal of Applied Statistics 49 Journal of Statistical Planning and Inference 46 Communications in Statistics. Theory and Methods 40 Communications in Statistics. 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Applied Statistics 4 Extremes 4 Mathematical Biosciences and Engineering 4 Mathematical Geosciences 3 Journal of Mathematical Analysis and Applications 3 Physica A 3 International Journal for Numerical Methods in Engineering 3 Theoretical Computer Science 3 Neural Networks ...and 155 more Serials all top 5 Cited in 43 Fields 1,652 Statistics (62-XX) 644 Numerical analysis (65-XX) 314 Probability theory and stochastic processes (60-XX) 149 Biology and other natural sciences (92-XX) 118 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 89 Computer science (68-XX) 75 Operations research, mathematical programming (90-XX) 43 Partial differential equations (35-XX) 43 Geophysics (86-XX) 34 Systems theory; control (93-XX) 31 Information and communication theory, circuits (94-XX) 24 Statistical mechanics, structure of matter (82-XX) 18 Mechanics of deformable solids (74-XX) 17 Fluid mechanics (76-XX) 12 Combinatorics (05-XX) 9 Dynamical systems and ergodic theory (37-XX) 8 Astronomy and astrophysics (85-XX) 7 Ordinary differential equations (34-XX) 5 Number theory (11-XX) 5 Calculus of variations and optimal control; optimization (49-XX) 4 General and overarching topics; collections (00-XX) 4 History and biography (01-XX) 4 Approximations and expansions (41-XX) 4 Optics, electromagnetic theory (78-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Integral equations (45-XX) 3 Operator theory (47-XX) 3 Differential geometry (53-XX) 3 Classical thermodynamics, heat transfer (80-XX) 2 Mathematical logic and foundations (03-XX) 2 Commutative algebra (13-XX) 2 Real functions (26-XX) 2 Harmonic analysis on Euclidean spaces (42-XX) 2 Functional analysis (46-XX) 2 Mechanics of particles and systems (70-XX) 2 Quantum theory (81-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Algebraic geometry (14-XX) 1 Special functions (33-XX) 1 Difference and functional equations (39-XX) 1 Geometry (51-XX) 1 Algebraic topology (55-XX) 1 Relativity and gravitational theory (83-XX) Citations by Year