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Robert, Christian P.

Author ID: robert.christian-p Recent zbMATH articles by "Robert, Christian P."
Published as: Robert, Christian P.; Robert, Christian; Robert, C. P.; Robert, C.
Homepage: https://www.ceremade.dauphine.fr/~xian/
External Links: MGP · ORCID · Wikidata · arXiv · Google Scholar · dblp · GND · IdRef · theses.fr
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
7 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 Andrieu, Christophe
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 Sidhu
3 Vehtari, Aki
3 Wells, Martin T.
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 Goutis, Constantinos
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
...and 310 more Co-Authors
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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

Publications by Year

Citations contained in zbMATH Open

133 Publications have been cited 3,322 times in 2,618 Documents Cited by Year
Monte Carlo statistical methods. 2nd ed. Zbl 1096.62003
Robert, Christian P.; Casella, George
724
2004
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
457
2008
Monte Carlo statistical methods. Zbl 0935.62005
Robert, Christian P.; Casella, George
296
1999
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
216
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
213
2010
Deviance information criteria for missing data models. Zbl 1331.62329
Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M.
188
2006
Estimation of finite mixture distributions through Bayesian sampling. Zbl 0796.62028
Diebolt, Jean; Robert, Christian P.
173
1994
Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020
Celeux, Gilles; Hurn, Merrilee; Robert, Christian P.
138
2000
Approximate Bayesian computational methods. Zbl 1252.62022
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P.; Ryder, Robin J.
126
2012
The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed., 1st paperback ed. Zbl 1129.62003
Robert, Christian P.
117
2007
Adaptive approximate Bayesian computation. Zbl 1437.62393
Beaumont, Mark A.; Cornuet, Jean-Marie; Marin, Jean-Michel; Robert, Christian P.
89
2009
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
68
2012
Bayesian core. A practical approach to computational statistics. Zbl 1137.62013
Marin, Jean-Michel; Robert, Christian P.
55
2007
Introducing Monte Carlo methods with R. Zbl 1196.65025
Robert, Christian P.; Casella, George
54
2010
Bayesian inference in hidden Markov models through the reversible jump Markov chain Monte Carlo method. Zbl 0941.62090
Robert, Christian P.; Rydén, Tobias; Titterington, D. M.
49
2000
Rao-Blackwellisation of sampling schemes. Zbl 0866.62024
Casella, George; Robert, Christian P.
48
1996
Estimation of accuracy in testing. Zbl 0761.62022
Hwang, Jiunn Tzon; Casella, George; Robert, Christian; Wells, Martin T.; Farrell, Roger H.
46
1992
Optimal sample size for multiple testing: the case of gene expression microarrays. Zbl 1055.62127
Müller, Peter; Parmigiani, Giovanni; Robert, Christian; Rousseau, Judith
42
2004
The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed. Zbl 0980.62005
Robert, Christian P.
41
2001
Reversible jump, birth-and-death and more general continuous time Markov chain Monte Carlo samplers. Zbl 1063.62133
Cappé, Olivier; Robert, Christian P.; Rydén, Tobias
40
2003
Adaptive multiple importance sampling. Zbl 1319.62059
Cornuet, Jean-Marie; Marin, Jean-Michel; Mira, Antonietta; Robert, Christian P.
36
2012
The Bayesian choice: a decision-theoretic motivation. Zbl 0808.62005
Robert, Christian P.
33
1994
Intrinsic losses. Zbl 0848.90010
Robert, Christian P.
32
1996
Convergence of adaptive mixtures of importance sampling schemes. Zbl 1132.60022
Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P.
30
2007
Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections. Zbl 0903.62061
Goutis, Constantinos; Robert, Christian P.
30
1998
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
29
2015
ABC likelihood-free methods for model choice in Gibbs random fields. Zbl 1330.62126
Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François
28
2009
Mixtures of distributions: Inference and estimation. Zbl 0849.62013
Robert, Christian P.
26
1996
Convergence control methods for Markov chain Monte Carlo algorithms. Zbl 0955.60526
Robert, Christian P.
26
1995
Bayesian computation: a summary of the current state, and samples backwards and forwards. Zbl 1331.62017
Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P.
25
2015
A note on Jeffreys-Lindley paradox. Zbl 0823.62006
Robert, Christian P.
25
1993
Mixtures: Estimation and applications. Zbl 1218.62003
24
2011
Modified Bessel functions and their applications in probability and statistics. Zbl 0686.62021
Robert, Christian
23
1990
Bayesian-optimal design via interacting particle systems. Zbl 1119.62308
Amzal, Billy; Bois, Frédéric Y.; Parent, Eric; Robert, Christian P.
23
2006
Properties of nested sampling. Zbl 1195.62185
Chopin, Nicolas; Robert, Christian P.
22
2010
Robust shrinkage estimators of the location parameter for elliptically symmetric distributions. Zbl 0678.62061
Cellier, Dominique; Fourdrinier, Dominique; Robert, Christian
22
1989
Capture-recapture estimation via Gibbs sampling. Zbl 0764.62028
George, Edward I.; Robert, Christian P.
20
1992
Minimum variance importance sampling via population Monte Carlo. Zbl 1181.60028
Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P.
20
2007
Bayesian estimation of hidden Markov chains: A stochastic implementation. Zbl 0783.62062
Robert, Christian P.; Celeux, Gilles; Diebolt, Jean
19
1993
Subjective hierarchical Bayes estimation of a multivariate normal mean: On the frequentist interface. Zbl 0719.62043
Berger, James O.; Robert, Christian
18
1990
New perspectives on linear calibration. Zbl 0815.62048
Kubokawa, Tatsuya; Robert, Christian P.
18
1994
Harold Jeffreys’s Theory of probability revisited. Zbl 1328.62012
Robert, Christian P.; Chopin, Nicolas; Rousseau, Judith
18
2009
Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
18
2019
Is Pitman closeness a reasonable criterion? (With comments). Zbl 0779.62020
Robert, Christian P.; Hwang, J. T. Gene; Strawderman, William E.
17
1993
MCMC convergence diagnostics: A review. (With discussion). Zbl 0957.62019
Mengersen, Kerrie L.; Robert, Christian P.; Guihenneuc-Jouyaux, Chantal
17
1999
Iterated importance sampling in missing data problems. Zbl 1445.62004
Celeux, Gilles; Marin, Jean-Michel; Robert, Christian P.
17
2006
Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158
Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P.
16
2015
Handbook of mixture analysis. Zbl 1419.62001
16
2019
Bayesian computation for statistical models with intractable normalizing constants. Zbl 1298.62046
Atchadé, Yves F.; Lartillot, Nicolas; Robert, Christian
15
2013
Estimation of noncentrality parameters. Zbl 0787.62023
Kubokawa, T.; Robert, C. P.; Saleh, A. K. Md. E.
14
1993
Facilitated spin models: recent and new results. Zbl 1180.82199
Cancrini, N.; Martinelli, F.; Robert, C.; Toninelli, C.
14
2009
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
14
2002
A Bayesian information criterion for singular models. With discussion and authors’ reply. Zbl 1414.62088
Drton, Mathias; Plummer, Martyn
14
2017
Perfect samplers for mixtures of distributions. Zbl 1067.62028
Casella, G.; Mengersen, K. L.; Robert, C. P.; Titterington, D. M.
13
2002
Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284
Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P.
13
2012
Variable selection in qualitative models via an entropic explanatory power. Zbl 1033.62066
Dupuis, Jérome A.; Robert, Christian P.
13
2003
A short history of Markov chain Monte Carlo: Subjective recollections from incomplete data. Zbl 1222.65006
Robert, Christian; Casella, George
13
2011
Reparameterisation issues in mixture modelling and their bearing on MCMC algorithms. Zbl 1042.62527
Robert, Christian P.; Mengersen, Kerrie L.
13
1999
A Bayesian reassessment of nearest-neighbor classification. Zbl 1388.62183
Cucala, Lionel; Marin, Jean-Michel; Robert, Christian P.; Titterington, D. M.
13
2009
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
12
2019
Abandon statistical significance. Zbl 07588206
McShane, Blakeley B.; Gal, David; Gelman, Andrew; Robert, Christian; Tackett, Jennifer L.
12
2019
Mixture models, latent variables and partitioned importance sampling. Zbl 1075.65016
Casella, George; Robert, Christian P.; Wells, Martin T.
11
2004
A vanilla Rao-Blackwellization of Metropolis-Hastings algorithms. Zbl 1209.62023
Douc, Randal; Robert, Christian P.
11
2011
Improving the convergence properties of the data augmentation algorithm with an application to Bayesian mixture modeling. Zbl 1246.60095
Hobert, James P.; Roy, Vivekananda; Robert, Christian P.
11
2011
Relevant statistics for Bayesian model choice. Zbl 1411.62072
Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith
11
2014
Bayesian estimation of switching ARMA models. Zbl 1070.62515
Billio, M.; Monfort, A.; Robert, C. P.
10
1999
Estimation of quadratic functions: Noninformative priors for non-centrality parameters. Zbl 0899.62037
Berger, James O.; Philippe, Anne; Robert, Christian P.
10
1998
Bayesian essentials with R. 2nd revised ed., previously published under the title ‘Bayesian core. A practical approach to computational statistics’. Zbl 1380.62005
Marin, Jean-Michel; Robert, Christian P.
10
2014
Empirical Bayes estimation of the covariance matrix of a normal distribution with unknown mean under an entropy loss. Zbl 0770.62005
Kubokawa, T.; Robert, C.; Saleh, A. K. Md. E.
9
1992
On some difficulties with a posterior probability approximation technique. Zbl 1330.62149
Robert, Christian P.; Marin, Jean-Michel
9
2008
Maximum likelihood estimation under order restrictions by the prior feedback method. Zbl 0870.62020
Robert, Christian P.; Hwang, J. T. Gene
9
1996
Convergence controls for MCMC algorithms, with applications to hidden Markov chains. Zbl 0968.62049
Robert, Christian P.; Rydén, Tobias; Titterington, D. M.
9
1999
Model misspecification in approximate Bayesian computation: consequences and diagnostics. Zbl 07554760
Frazier, David T.; Robert, Christian P.; Rousseau, Judith
9
2020
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 1411.62073
van Erven, Tim; Grünwald, Peter; de Rooij, Steven
9
2012
Natural induction: an objective Bayesian approach. (With comments and rejoinder). Zbl 1177.62030
Berger, James O.; Bernardo, José M.; Sun, Dongchu
8
2009
A mixture representation of \(\pi\) with applications in Markov chain Monte Carlo and perfect sampling. Zbl 1046.60062
Hobert, James P.; Robert, Christian P.
8
2004
Eaton’s Markov chain, its conjugate partner and \(\mathcal P\)-admissibility. Zbl 0945.62012
Hobert, James P.; Robert, C. P.
8
1999
Asymptotic properties of approximate Bayesian computation. Zbl 1499.62112
Frazier, David T.; Martin, G. M.; Robert, C. P.; Rousseau, Judith
8
2018
Discretization and MCMC. Convergence assessment. Zbl 0961.62085
8
1998
On parameter estimation with the Wasserstein distance. Zbl 1471.62269
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
8
2019
Refining Poisson confidence intervals. Zbl 0672.62046
Casella, George; Robert, Christian
7
1989
On some accurate bounds for the quantiles of a non-central chi squared distribution. Zbl 0699.62014
Robert, Christian
6
1990
A note on the confidence properties of reference priors for the calibration model. Zbl 0936.62032
Philippe, Anne; Robert, Christian P.
6
1998
Expectation propagation as a way of life: a framework for Bayesian inference on partitioned data. Zbl 1498.68287
Vehtari, Aki; Gelman, Andrew; Sivula, Tuomas; Jylänki, Pasi; Tran, Dustin; Sahai, Swupnil; Blomstedt, Paul; Cunningham, John P.; Schiminovich, David; Robert, Christian P.
6
2020
On the convergence of the Monte-Carlo maximum likelihood method for latent variable models. Zbl 1035.62015
Cappé, Olivier; Douc, Randal; Moulines, Eric; Robert, Christian
6
2002
On resolving the Savage-Dickey paradox. Zbl 1329.62091
Marin, Jean-Michel; Robert, Christian P.
6
2010
Generalized accept-reject sampling schemes. Zbl 1268.65012
Casella, George; Robert, Christian P.; Wells, Martin T.
6
2004
The expected demise of the Bayes factor. Zbl 1357.62127
Robert, Christian P.
5
2016
Computational advances for and from Bayesian analysis. Zbl 1062.62043
Andrieu, C.; Doucet, A.; Robert, C. P.
5
2004
Markov chain Monte Carlo methods. (Méthodes de Monte Carlo par chaînes des Markov.) Zbl 0917.60007
Robert, Christian
5
1996
Estimation des paramètres d’un mélange par échantillonnage bayésien. (Bayesian sampling estimation of mixtures). Zbl 0711.62026
Diebolt, Jean; Robert, Christian
5
1990
A paradox in decision-theoretic interval estimation. Zbl 0823.62003
Casella, George; Hwang, J. T. Gene; Robert, Christian
5
1993
Improved confidence statements for the usual multivariate normal confidence set. Zbl 0796.62048
Robert, Christian; Casella, George
5
1994
Prior feedback: Bayesian tools for maximum likelihood estimation. Zbl 0937.62027
Robert, Christian P.
5
1993
Using Markov chain to construct a tractable approximation of an intractable probability distribution. Zbl 1122.65013
Hobert, James P.; Jones, Galin L.; Robert, Christian P.
5
2006
Approximate Bayesian computation: a survey on recent results. Zbl 1356.65031
Robert, Christian P.
5
2016
Model selection for mixture models – perspectives and strategies. Zbl 1428.62269
Celeux, Gilles; Frühwirth-Schnatter, Sylvia; Robert, Christian P.
5
2019
Integral equation solutions as prior distributions for Bayesian model selection. Zbl 1367.62065
Cano, J. A.; Salmerón, D.; Robert, C. P.
4
2008
Discretization of continuous Markov chains and Markov chain Monte Carlo convergence assessment. Zbl 1013.60055
Guihenneuc-Jouyaux, Chantal; Robert, Christian P.
4
1998
Markov chain Monte Carlo: 10 years and still running. Zbl 1072.60506
Cappé, Olivier; Robert, Christian P.
4
2000
Componentwise approximate Bayesian computation via Gibbs-like steps. Zbl 07459718
Clarté, Grégoire; Robert, Christian P.; Ryder, Robin J.; Stoehr, Julien
2
2021
Model misspecification in approximate Bayesian computation: consequences and diagnostics. Zbl 07554760
Frazier, David T.; Robert, Christian P.; Rousseau, Judith
9
2020
Expectation propagation as a way of life: a framework for Bayesian inference on partitioned data. Zbl 1498.68287
Vehtari, Aki; Gelman, Andrew; Sivula, Tuomas; Jylänki, Pasi; Tran, Dustin; Sahai, Swupnil; Blomstedt, Paul; Cunningham, John P.; Schiminovich, David; Robert, Christian P.
6
2020
Coordinate sampler: a non-reversible Gibbs-like MCMC sampler. Zbl 1437.62115
Wu, Changye; Robert, Christian P.
4
2020
A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124
Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero
3
2020
Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
18
2019
Handbook of mixture analysis. Zbl 1419.62001
16
2019
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
12
2019
Abandon statistical significance. Zbl 07588206
McShane, Blakeley B.; Gal, David; Gelman, Andrew; Robert, Christian; Tackett, Jennifer L.
12
2019
On parameter estimation with the Wasserstein distance. Zbl 1471.62269
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
8
2019
Model selection for mixture models – perspectives and strategies. Zbl 1428.62269
Celeux, Gilles; Frühwirth-Schnatter, Sylvia; Robert, Christian P.
5
2019
Auxiliary likelihood-based approximate Bayesian computation in state space models. Zbl 07499073
Martin, Gael M.; McCabe, Brendan P. M.; Frazier, David T.; Maneesoonthorn, Worapree; Robert, Christian P.
4
2019
Asymptotic properties of approximate Bayesian computation. Zbl 1499.62112
Frazier, David T.; Martin, G. M.; Robert, C. P.; Rousseau, Judith
8
2018
Jeffreys priors for mixture estimation: properties and alternatives. Zbl 1469.62070
Grazian, Clara; Robert, Christian P.
3
2018
A Bayesian information criterion for singular models. With discussion and authors’ reply. Zbl 1414.62088
Drton, Mathias; Plummer, Martyn
14
2017
The expected demise of the Bayes factor. Zbl 1357.62127
Robert, Christian P.
5
2016
Approximate Bayesian computation: a survey on recent results. Zbl 1356.65031
Robert, Christian P.
5
2016
Importance sampling schemes for evidence approximation in mixture models. Zbl 1357.62116
Lee, Jeong Eun; Robert, Christian P.
1
2016
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
29
2015
Bayesian computation: a summary of the current state, and samples backwards and forwards. Zbl 1331.62017
Green, Peter J.; Łatuszyński, Krzysztof; Pereyra, Marcelo; Robert, Christian P.
25
2015
Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158
Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P.
16
2015
Objective Bayesian hypothesis testing in binomial regression models with integral prior distributions. Zbl 1415.62010
Salmerón, D.; Cano, J. A.; Robert, C. P.
1
2015
An introduction to the special issue “Joint IMS-ISBA meeting – MCMSki 4”. Zbl 1331.00053
1
2015
Relevant statistics for Bayesian model choice. Zbl 1411.62072
Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith
11
2014
Bayesian essentials with R. 2nd revised ed., previously published under the title ‘Bayesian core. A practical approach to computational statistics’. Zbl 1380.62005
Marin, Jean-Michel; Robert, Christian P.
10
2014
Revised evidence for statistical standards. Zbl 1357.62022
Gelman, Andrew; Robert, Christian P.
3
2014
Bayesian computation for statistical models with intractable normalizing constants. Zbl 1298.62046
Atchadé, Yves F.; Lartillot, Nicolas; Robert, Christian
15
2013
“Not only defended but also applied”: the perceived absurdity of Bayesian inference. Zbl 07649169
Gelman, Andrew; Robert, Christian P.
2
2013
Inherent difficulties of non-Bayesian likelihood-based inference, as revealed by an examination of a recent book by Aitkin. Zbl 1267.62014
Gelman, Andrew; Robert, Christian P.; Rousseau, Judith
1
2013
Approximate Bayesian computational methods. Zbl 1252.62022
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P.; Ryder, Robin J.
126
2012
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
68
2012
Adaptive multiple importance sampling. Zbl 1319.62059
Cornuet, Jean-Marie; Marin, Jean-Michel; Mira, Antonietta; Robert, Christian P.
36
2012
Regularization in regression: comparing Bayesian and frequentist methods in a poorly informative situation. Zbl 1330.62284
Celeux, Gilles; El Anbari, Mohammed; Marin, Jean-Michel; Robert, Christian P.
13
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 1411.62073
van Erven, Tim; Grünwald, Peter; de Rooij, Steven
9
2012
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
216
2011
Mixtures: Estimation and applications. Zbl 1218.62003
24
2011
A short history of Markov chain Monte Carlo: Subjective recollections from incomplete data. Zbl 1222.65006
Robert, Christian; Casella, George
13
2011
A vanilla Rao-Blackwellization of Metropolis-Hastings algorithms. Zbl 1209.62023
Douc, Randal; Robert, Christian P.
11
2011
Improving the convergence properties of the data augmentation algorithm with an application to Bayesian mixture modeling. Zbl 1246.60095
Hobert, James P.; Roy, Vivekananda; Robert, Christian P.
11
2011
Discussion of “Is Bayes posterior just quick and dirty confidence?” by D.A.S. Fraser. Zbl 1246.62063
Robert, Christian P.
2
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
213
2010
Introducing Monte Carlo methods with R. Zbl 1196.65025
Robert, Christian P.; Casella, George
54
2010
Properties of nested sampling. Zbl 1195.62185
Chopin, Nicolas; Robert, Christian P.
22
2010
On resolving the Savage-Dickey paradox. Zbl 1329.62091
Marin, Jean-Michel; Robert, Christian P.
6
2010
On variance stabilisation in population Monte Carlo by double Rao-Blackwellisation. Zbl 1464.62096
Iacobucci, Alessandra; Marin, Jean-Michel; Robert, Christian
1
2010
Adaptive approximate Bayesian computation. Zbl 1437.62393
Beaumont, Mark A.; Cornuet, Jean-Marie; Marin, Jean-Michel; Robert, Christian P.
89
2009
ABC likelihood-free methods for model choice in Gibbs random fields. Zbl 1330.62126
Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel; Rodolphe, François; Taly, Jean-François
28
2009
Harold Jeffreys’s Theory of probability revisited. Zbl 1328.62012
Robert, Christian P.; Chopin, Nicolas; Rousseau, Judith
18
2009
Facilitated spin models: recent and new results. Zbl 1180.82199
Cancrini, N.; Martinelli, F.; Robert, C.; Toninelli, C.
14
2009
A Bayesian reassessment of nearest-neighbor classification. Zbl 1388.62183
Cucala, Lionel; Marin, Jean-Michel; Robert, Christian P.; Titterington, D. M.
13
2009
Natural induction: an objective Bayesian approach. (With comments and rejoinder). Zbl 1177.62030
Berger, James O.; Bernardo, José M.; Sun, Dongchu
8
2009
ABC methods for model choice in Gibbs random fields. Zbl 1162.62415
Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel
2
2009
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
457
2008
On some difficulties with a posterior probability approximation technique. Zbl 1330.62149
Robert, Christian P.; Marin, Jean-Michel
9
2008
Integral equation solutions as prior distributions for Bayesian model selection. Zbl 1367.62065
Cano, 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 1129.62003
Robert, Christian P.
117
2007
Bayesian core. A practical approach to computational statistics. Zbl 1137.62013
Marin, Jean-Michel; Robert, Christian P.
55
2007
Convergence of adaptive mixtures of importance sampling schemes. Zbl 1132.60022
Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P.
30
2007
Minimum variance importance sampling via population Monte Carlo. Zbl 1181.60028
Douc, 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 1162.62428
Alston, 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 1331.62329
Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M.
188
2006
Bayesian-optimal design via interacting particle systems. Zbl 1119.62308
Amzal, Billy; Bois, Frédéric Y.; Parent, Eric; Robert, Christian P.
23
2006
Iterated importance sampling in missing data problems. Zbl 1445.62004
Celeux, Gilles; Marin, Jean-Michel; Robert, Christian P.
17
2006
Using Markov chain to construct a tractable approximation of an intractable probability distribution. Zbl 1122.65013
Hobert, James P.; Jones, Galin L.; Robert, Christian P.
5
2006
Rejoinder: “Deviance information criteria for missing data models”. Zbl 1331.62330
Celeux, 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 1409.62134
Celeux, Gilles; Marin, Jean-Michel; Robert, Christian
2
2006
Monte Carlo statistical methods. 2nd ed. Zbl 1096.62003
Robert, Christian P.; Casella, George
724
2004
Optimal sample size for multiple testing: the case of gene expression microarrays. Zbl 1055.62127
Müller, Peter; Parmigiani, Giovanni; Robert, Christian; Rousseau, Judith
42
2004
Mixture models, latent variables and partitioned importance sampling. Zbl 1075.65016
Casella, 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 1046.60062
Hobert, James P.; Robert, Christian P.
8
2004
Generalized accept-reject sampling schemes. Zbl 1268.65012
Casella, George; Robert, Christian P.; Wells, Martin T.
6
2004
Computational advances for and from Bayesian analysis. Zbl 1062.62043
Andrieu, C.; Doucet, A.; Robert, C. P.
5
2004
Reversible jump, birth-and-death and more general continuous time Markov chain Monte Carlo samplers. Zbl 1063.62133
Cappé, Olivier; Robert, Christian P.; Rydén, Tobias
40
2003
Variable selection in qualitative models via an entropic explanatory power. Zbl 1033.62066
Dupuis, Jérome A.; Robert, Christian P.
13
2003
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
14
2002
Perfect samplers for mixtures of distributions. Zbl 1067.62028
Casella, 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 1035.62015
Cappé, Olivier; Douc, Randal; Moulines, Eric; Robert, Christian
6
2002
The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed. Zbl 0980.62005
Robert, Christian P.
41
2001
Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020
Celeux, Gilles; Hurn, Merrilee; Robert, Christian P.
138
2000
Bayesian inference in hidden Markov models through the reversible jump Markov chain Monte Carlo method. Zbl 0941.62090
Robert, Christian P.; Rydén, Tobias; Titterington, D. M.
49
2000
Markov chain Monte Carlo: 10 years and still running. Zbl 1072.60506
Cappé, Olivier; Robert, Christian P.
4
2000
Estimation of a non-centrality parameter under Stein-type-like losses. Zbl 0974.62005
Fourdrinier, D.; Philippe, A.; Robert, C. P.
4
2000
Monte Carlo statistical methods. Zbl 0935.62005
Robert, Christian P.; Casella, George
296
1999
MCMC convergence diagnostics: A review. (With discussion). Zbl 0957.62019
Mengersen, Kerrie L.; Robert, Christian P.; Guihenneuc-Jouyaux, Chantal
17
1999
Reparameterisation issues in mixture modelling and their bearing on MCMC algorithms. Zbl 1042.62527
Robert, Christian P.; Mengersen, Kerrie L.
13
1999
Bayesian estimation of switching ARMA models. Zbl 1070.62515
Billio, M.; Monfort, A.; Robert, C. P.
10
1999
Convergence controls for MCMC algorithms, with applications to hidden Markov chains. Zbl 0968.62049
Robert, Christian P.; Rydén, Tobias; Titterington, D. M.
9
1999
Eaton’s Markov chain, its conjugate partner and \(\mathcal P\)-admissibility. Zbl 0945.62012
Hobert, James P.; Robert, C. P.
8
1999
Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections. Zbl 0903.62061
Goutis, Constantinos; Robert, Christian P.
30
1998
Estimation of quadratic functions: Noninformative priors for non-centrality parameters. Zbl 0899.62037
Berger, James O.; Philippe, Anne; Robert, Christian P.
10
1998
Discretization and MCMC. Convergence assessment. Zbl 0961.62085
8
1998
A note on the confidence properties of reference priors for the calibration model. Zbl 0936.62032
Philippe, Anne; Robert, Christian P.
6
1998
Discretization of continuous Markov chains and Markov chain Monte Carlo convergence assessment. Zbl 1013.60055
Guihenneuc-Jouyaux, Chantal; Robert, Christian P.
4
1998
MCMC specifics for latent variable models. Zbl 0952.65009
Robert, Christian P.
1
1998
Connectedness conditions for the convergence of the Gibbs sampler. Zbl 0903.60059
Hobert, J. P.; Robert, C. P.; Goutis, C.
2
1997
Rao-Blackwellisation of sampling schemes. Zbl 0866.62024
Casella, George; Robert, Christian P.
48
1996
Intrinsic losses. Zbl 0848.90010
Robert, Christian P.
32
1996
Mixtures of distributions: Inference and estimation. Zbl 0849.62013
Robert, Christian P.
26
1996
Maximum likelihood estimation under order restrictions by the prior feedback method. Zbl 0870.62020
Robert, Christian P.; Hwang, J. T. Gene
9
1996
Markov chain Monte Carlo methods. (Méthodes de Monte Carlo par chaînes des Markov.) Zbl 0917.60007
Robert, Christian
5
1996
...and 33 more Documents
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Cited by 4,410 Authors

51 Robert, Christian P.
23 Drovandi, Christopher C.
20 Strawderman, William Edward
19 Jasra, Ajay
19 Kubokawa, Tatsuya
18 Mengersen, Kerrie L.
17 Pettitt, Anthony N.
16 Jones, Galin L.
14 Friel, Nial
14 Roberts, Gareth O.
13 Hobert, James P.
13 Liseo, Brunero
13 Martino, Luca
13 Marzouk, Youssef M.
13 Nott, David John
13 Pereyra, Marcelo
12 Casella, George
12 Fourdrinier, Dominique
11 Chopin, Nicolas
11 Corander, Jukka
11 Frühwirth-Schnatter, Sylvia
11 Marchand, Eric
11 Marin, Jean-Michel
11 Stuart, Andrew M.
11 Sun, Dongchu
11 Vehtari, Aki
11 Wikle, Christopher K.
11 Yao, Weixin
10 Berger, James Orvis
10 Doucet, Arnaud
10 Moulines, Eric
10 Rousseau, Judith
10 Toninelli, Cristina
10 Walker, Stephen Grahm
10 Wiper, Michael P.
9 Casarin, Roberto
9 Durmus, Alain
9 Flegal, James M.
9 Míguez, Joaquín
9 Sisson, Scott A.
9 Wang, Hsiuying
8 Bhattacharya, Sourabh
8 Del Moral, Pierre
8 Dey, Dipak Kumar
8 Koutsourelakis, Phaedon-Stelios
8 Louzada, Francisco
8 Martinelli, Fabio
8 McGree, James M.
8 Rue, Håvard
8 Singh, Sumeetpal Sidhu
8 Titterington, D. Michael
8 Wagenmakers, Eric-Jan
8 Wells, Martin T.
7 Arellano-Valle, Reinaldo Boris
7 Ausín, María Concepción
7 Bardsley, Johnathan M.
7 Bouguila, Nizar
7 Chen, Minghui
7 Consonni, Guido
7 Douc, Randal
7 Elvira, Víctor
7 Farcomeni, Alessio
7 Girolami, Mark A.
7 Johansen, Adam M.
7 Khare, Kshitij
7 Lin, Tsung I.
7 Loschi, Rosangela Helena
7 Peherstorfer, Benjamin
7 Richardson, Sylvia
7 Roy, Vivekananda
7 Song, Xinyuan
7 Soubeyrand, Samuel
7 Spezia, Luigi
6 Banerjee, Sudipto
6 Bee, Marco
6 Celeux, Gilles
6 Dunson, David Brian
6 Everitt, Richard Geoffrey
6 Fort, Gersende
6 Fouskakis, Dimitris
6 Ghosh, Malay
6 Gomez Villegas, Miguel Angel
6 Gutmann, Michael U.
6 Holmes, Christopher C.
6 Huang, Yangxin
6 Iliopoulos, George
6 Jacob, Pierre E.
6 Selland Kleppe, Tore
6 Latuszynski, Krzysztof
6 Lopes, Hedibert Freitas
6 Ly, Alexander
6 Malefaki, Sonia
6 Marbac, Matthieu
6 Micheas, Athanasios Christou
6 Milan, Luis Aparecido
6 Mira, Antonietta
6 Ntzoufras, Ioannis
6 Nur, Darfiana
6 Papastamoulis, Panagiotis
6 Parent, Eric
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Cited in 299 Serials

206 Computational Statistics and Data Analysis
146 Statistics and Computing
70 Journal of Statistical Planning and Inference
69 Communications in Statistics. Theory and Methods
64 Journal of Statistical Computation and Simulation
64 The Annals of Applied Statistics
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62 The Annals of Statistics
60 Biometrics
57 Statistical Science
56 Journal of Applied Statistics
56 Electronic Journal of Statistics
51 Communications in Statistics. Simulation and Computation
48 Journal of Multivariate Analysis
47 Bayesian Analysis
44 Statistics & Probability Letters
39 SIAM/ASA Journal on Uncertainty Quantification
36 Journal of Computational Physics
34 Test
34 Journal of Agricultural, Biological, and Environmental Statistics
33 Psychometrika
33 Journal of Econometrics
33 Journal of Computational and Graphical Statistics
31 Bernoulli
28 Computer Methods in Applied Mechanics and Engineering
26 Journal of the American Statistical Association
26 Journal of Mathematical Psychology
25 Annals of the Institute of Statistical Mathematics
25 The Annals of Applied Probability
23 The American Statistician
23 The Canadian Journal of Statistics
22 Brazilian Journal of Probability and Statistics
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19 Journal of the Royal Statistical Society. Series B. Statistical Methodology
18 European Journal of Operational Research
18 Journal of Machine Learning Research (JMLR)
16 Scandinavian Journal of Statistics
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6 Inverse Problems
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6 Extremes
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5 Journal of Mathematical Biology
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5 Stochastic Environmental Research and Risk Assessment
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