×

Robert, Christian P. Robert

Compute Distance To:
Author ID: robert.christian-p-robert Recent zbMATH articles by "Robert, Christian P. Robert"
Published as: Robert, Christian P.; Robert, Christian; Robert, C. P.; Robert, Christian P. Robert; Robert, C.
all top 5

Co-Authors

30 single-authored
20 Casella, George
19 Marin, Jean-Michel
11 Rousseau, Judith
10 Celeux, Gilles
9 Chopin, Nicolas
8 Mengersen, Kerrie L.
8 Titterington, D. Michael
7 Gelman, Andrew
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
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 Pudlo, Pierre
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 307 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 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 The American Statistician
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

127 Publications have been cited 3,700 times in 1,933 Documents Cited by Year
Monte Carlo statistical methods. 2nd ed. Zbl 1096.62003
Robert, Christian P.; Casella, George
636
2004
Sure independence screening for ultrahigh dimensional feature space. With discussion and authors’ reply. Zbl 1411.62187
Fan, Jianqing; Lv, Jinchi
320
2008
Monte Carlo statistical methods. Zbl 0935.62005
Robert, Christian P.; Casella, George
278
1999
Deviance information criteria for missing data models. Zbl 1331.62329
Celeux, G.; Forbes, F.; Robert, C. P.; Titterington, D. M.
174
2006
Estimation of finite mixture distributions through Bayesian sampling. Zbl 0796.62028
Diebolt, Jean; Robert, Christian P.
169
1994
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
142
2011
Particle Markov chain Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.65020
Andrieu, Christophe; Doucet, Arnaud; Holenstein, Roman
141
2010
Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020
Celeux, Gilles; Hurn, Merrilee; Robert, Christian P.
135
2000
Approximate Bayesian computational methods. Zbl 1252.62022
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J.
113
2012
The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed., 1st paperback ed. Zbl 1129.62003
Robert, Christian P.
99
2007
Adaptive approximate Bayesian computation. Zbl 1437.62393
Beaumont, Mark A.; Cornuet, Jean-Marie; Marin, Jean-Michel; Robert, Christian P.
85
2009
Bayesian core. A practical approach to computational statistics. Zbl 1137.62013
Marin, Jean-Michel; Robert, Christian P.
54
2007
Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057
Fearnhead, Paul; Prangle, Dennis
53
2012
Introducing Monte Carlo methods with R. Zbl 1196.65025
Robert, Christian P.; Casella, George
50
2010
Estimation of accuracy in testing. Zbl 0761.62022
Hwang, Jiunn Tzon; Casella, George; Robert, Christian; Wells, Martin T.; Farrell, Roger H.
46
1992
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.
46
2000
Rao-Blackwellisation of sampling schemes. Zbl 0866.62024
Casella, George; Robert, Christian P.
42
1996
Optimal sample size for multiple testing: the case of gene expression microarrays. Zbl 1055.62127
Müller, Peter; Parmigiani, Giovanni; Robert, Christian; Rousseau, Judith
41
2004
The Bayesian choice. From decision-theoretic foundations to computational implementation. 2nd ed. Zbl 0980.62005
Robert, Christian P.
39
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
38
2003
The Bayesian choice: a decision-theoretic motivation. Zbl 0808.62005
Robert, Christian P.
32
1994
Intrinsic losses. Zbl 0848.90010
Robert, Christian P.
28
1996
Convergence of adaptive mixtures of importance sampling schemes. Zbl 1132.60022
Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P.
28
2007
Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections. Zbl 0903.62061
Goutis, Constantinos; Robert, Christian P.
27
1998
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
26
2009
Adaptive multiple importance sampling. Zbl 1319.62059
Cornuet, Jean-Marie; Marin, Jean-Michel; Mira, Antonietta; Robert, Christian P.
25
2012
Convergence control methods for Markov chain Monte Carlo algorithms. Zbl 0955.60526
Robert, Christian P.
25
1995
Mixtures of distributions: Inference and estimation. Zbl 0849.62013
Robert, Christian P.
24
1996
Bayesian-optimal design via interacting particle systems. Zbl 1119.62308
Amzal, Billy; Bois, Frédéric Y.; Parent, Eric; Robert, Christian P.
23
2006
A note on Jeffreys-Lindley paradox. Zbl 0823.62006
Robert, Christian P.
21
1993
Robust shrinkage estimators of the location parameter for elliptically symmetric distributions. Zbl 0678.62061
Cellier, Dominique; Fourdrinier, Dominique; Robert, Christian
21
1989
Sequential quasi Monte Carlo. With discussion and authors’ reply. Zbl 1414.62109
Gerber, Mathieu; Chopin, Nicolas
21
2015
Capture-recapture estimation via Gibbs sampling. Zbl 0764.62028
George, Edward I.; Robert, Christian P.
19
1992
Modified Bessel functions and their applications in probability and statistics. Zbl 0686.62021
Robert, Christian
19
1990
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.
19
2015
Mixtures: Estimation and applications. Zbl 1218.62003
19
2011
Bayesian estimation of hidden Markov chains: A stochastic implementation. Zbl 0783.62062
Robert, Christian P.; Celeux, Gilles; Diebolt, Jean
18
1993
Subjective hierarchical Bayes estimation of a multivariate normal mean: On the frequentist interface. Zbl 0719.62043
Berger, James O.; Robert, Christian
18
1990
Minimum variance importance sampling via population Monte Carlo. Zbl 1181.60028
Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P.
18
2007
Properties of nested sampling. Zbl 1195.62185
Chopin, Nicolas; Robert, Christian P.
18
2010
New perspectives on linear calibration. Zbl 0815.62048
Kubokawa, Tatsuya; Robert, Christian P.
17
1994
Iterated importance sampling in missing data problems. Zbl 1445.62004
Celeux, Gilles; Marin, Jean-Michel; Robert, Christian P.
17
2006
Is Pitman closeness a reasonable criterion? (With comments). Zbl 0779.62020
Robert, Christian P.; Hwang, J. T. Gene; Strawderman, William E.
16
1993
MCMC convergence diagnostics: A review. (With discussion). Zbl 0957.62019
Mengersen, Kerrie L.; Robert, Christian P.; Guihenneuc-Jouyaux, Chantal
16
1999
Harold Jeffreys’s Theory of probability revisited. Zbl 1328.62012
Robert, Christian P.; Chopin, Nicolas; Rousseau, Judith
16
2009
Bayesian computation for statistical models with intractable normalizing constants. Zbl 1298.62046
Atchadé, Yves F.; Lartillot, Nicolas; Robert, Christian
15
2013
Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087
Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P.
14
2002
Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158
Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P.
14
2015
Perfect samplers for mixtures of distributions. Zbl 1067.62028
Casella, G.; Mengersen, K. L.; Robert, C. P.; Titterington, D. M.
13
2002
Estimation of noncentrality parameters. Zbl 0787.62023
Kubokawa, T.; Robert, C. P.; Saleh, A. K. Md. E.
13
1993
Reparameterisation issues in mixture modelling and their bearing on MCMC algorithms. Zbl 1042.62527
Robert, Christian P.; Mengersen, Kerrie L.
13
1999
Variable selection in qualitative models via an entropic explanatory power. Zbl 1033.62066
Dupuis, Jérome A.; Robert, Christian P.
12
2003
Facilitated spin models: recent and new results. Zbl 1180.82199
Cancrini, N.; Martinelli, F.; Robert, C.; Toninelli, C.
12
2009
A Bayesian information criterion for singular models. With discussion and authors’ reply. Zbl 1414.62088
Drton, Mathias; Plummer, Martyn
12
2017
Approximate Bayesian computation with the Wasserstein distance. Zbl 1420.62022
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
12
2019
Handbook of mixture analysis. Zbl 1419.62001
12
2019
Mixture models, latent variables and partitioned importance sampling. Zbl 1075.65016
Casella, George; Robert, Christian P.; Wells, Martin T.
11
2004
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
A Bayesian reassessment of nearest-neighbor classification. Zbl 1388.62183
Cucala, Lionel; Marin, Jean-Michel; Robert, Christian P.; Titterington, D. M.
11
2009
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.
11
2012
A vanilla Rao-Blackwellization of Metropolis-Hastings algorithms. Zbl 1209.62023
Douc, Randal; Robert, Christian P.
11
2011
Estimation of quadratic functions: Noninformative priors for non-centrality parameters. Zbl 0899.62037
Berger, James O.; Philippe, Anne; Robert, Christian P.
10
1998
Bayesian estimation of switching ARMA models. Zbl 1070.62515
Billio, 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 0770.62005
Kubokawa, T.; Robert, C.; Saleh, A. K. Md. E.
9
1992
Maximum likelihood estimation under order restrictions by the prior feedback method. Zbl 0870.62020
Robert, 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 1380.62005
Marin, Jean-Michel; Robert, Christian P.
9
2014
Eaton’s Markov chain, its conjugate partner and \(\mathcal P\)-admissibility. Zbl 0945.62012
Hobert, James P.; Robert, C. P.
8
1999
Convergence controls for MCMC algorithms, with applications to hidden Markov chains. Zbl 0968.62049
Robert, Christian P.; Rydén, Tobias; Titterington, D. M.
8
1999
A short history of Markov chain Monte Carlo: Subjective recollections from incomplete data. Zbl 1222.65006
Robert, Christian; Casella, George
8
2011
Discretization and MCMC. Convergence assessment. Zbl 0961.62085
7
1998
Natural induction: an objective Bayesian approach. (With comments and rejoinder). Zbl 1177.62030
Berger, James O.; Bernardo, José M.; Sun, Dongchu
7
2009
Relevant statistics for Bayesian model choice. Zbl 1411.62072
Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith
7
2014
Asymptotic properties of approximate Bayesian computation. Zbl 06991021
Frazier, David T.; Martin, G. M.; Robert, C. P.; Rousseau, Judith
7
2018
On some difficulties with a posterior probability approximation technique. Zbl 1330.62149
Robert, Christian P.; Marin, Jean-Michel
7
2008
Refining Poisson confidence intervals. Zbl 0672.62046
Casella, George; Robert, Christian
6
1989
On some accurate bounds for the quantiles of a non-central chi squared distribution. Zbl 0699.62014
Robert, Christian
6
1990
Generalized accept-reject sampling schemes. Zbl 1268.65012
Casella, George; Robert, Christian P.; Wells, Martin T.
6
2004
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
A mixture representation of \(\pi\) with applications in Markov chain Monte Carlo and perfect sampling. Zbl 1046.60062
Hobert, James P.; Robert, Christian P.
6
2004
Improved confidence statements for the usual multivariate normal confidence set. Zbl 0796.62048
Robert, Christian; Casella, George
5
1994
A paradox in decision-theoretic interval estimation. Zbl 0823.62003
Casella, George; Hwang, J. T. Gene; Robert, Christian
5
1993
Estimation des paramètres d’un mélange par échantillonnage bayésien. (Bayesian sampling estimation of mixtures). Zbl 0711.62026
Diebolt, Jean; Robert, Christian
5
1990
On resolving the Savage-Dickey paradox. Zbl 1329.62091
Marin, Jean-Michel; Robert, Christian P.
5
2010
A note on the confidence properties of reference priors for the calibration model. Zbl 0936.62032
Philippe, Anne; Robert, Christian P.
5
1998
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
5
2012
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
Prior feedback: Bayesian tools for maximum likelihood estimation. Zbl 0937.62027
Robert, Christian P.
5
1993
The expected demise of the Bayes factor. Zbl 1357.62127
Robert, Christian P.
5
2016
On parameter estimation with the Wasserstein distance. Zbl 1471.62269
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
4
2019
Computational advances for and from Bayesian analysis. Zbl 1062.62043
Andrieu, C.; Doucet, A.; Robert, C. P.
4
2004
Distance weighted losses for testing and confidence set evaluation. Zbl 0815.62008
Robert, Christian P.; Casella, George
4
1994
Improved confidence sets of spherically symmetric distributions. Zbl 0681.62041
Robert, Christian; Casella, George
4
1990
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
Integral equation solutions as prior distributions for Bayesian model selection. Zbl 1367.62065
Cano, J. A.; Salmerón, D.; Robert, C. P.
4
2008
Estimation of a non-centrality parameter under Stein-type-like losses. Zbl 0974.62005
Fourdrinier, D.; Philippe, A.; Robert, C. P.
4
2000
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
4
2019
Approximate Bayesian computation: a survey on recent results. Zbl 1356.65031
Robert, Christian P.
4
2016
A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124
Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero
3
2020
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
Componentwise approximate Bayesian computation via Gibbs-like steps. Zbl 07459718
Clarté, Grégoire; Robert, Christian P.; Ryder, Robin J.; Stoehr, Julien
1
2021
A unified framework for de-duplication and population size estimation (with discussion). Zbl 1459.62124
Tancredi, Andrea; Steorts, Rebecca; Liseo, Brunero
3
2020
Coordinate sampler: a non-reversible Gibbs-like MCMC sampler. Zbl 1437.62115
Wu, Changye; Robert, Christian P.
2
2020
Expectation propagation as a way of life: a framework for Bayesian inference on partitioned data. Zbl 07255048
Vehtari, 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 1420.62022
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
12
2019
Handbook of mixture analysis. Zbl 1419.62001
12
2019
On parameter estimation with the Wasserstein distance. Zbl 1471.62269
Bernton, Espen; Jacob, Pierre E.; Gerber, Mathieu; Robert, Christian P.
4
2019
Latent nested nonparametric priors (with discussion). Zbl 1436.62108
Camerlenghi, Federico; Dunson, David B.; Lijoi, Antonio; Prünster, Igor; Rodríguez, Abel
4
2019
Model selection for mixture models – perspectives and strategies. Zbl 1428.62269
Celeux, Gilles; Frühwirth-Schnatter, Sylvia; Robert, Christian P.
3
2019
Asymptotic properties of approximate Bayesian computation. Zbl 06991021
Frazier, David T.; Martin, G. M.; Robert, C. P.; Rousseau, Judith
7
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
12
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.
4
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
21
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.
19
2015
Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158
Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P.
14
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
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.
9
2014
Relevant statistics for Bayesian model choice. Zbl 1411.62072
Marin, Jean-Michel; Pillai, Natesh S.; Robert, Christian P.; Rousseau, Judith
7
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
Approximate Bayesian computational methods. Zbl 1252.62022
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J.
113
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
53
2012
Adaptive multiple importance sampling. Zbl 1319.62059
Cornuet, Jean-Marie; Marin, Jean-Michel; Mira, Antonietta; Robert, Christian P.
25
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.
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 1411.62073
van Erven, Tim; Grünwald, Peter; de Rooij, Steven
5
2012
Riemann manifold Langevin and Hamiltonian Monte Carlo methods. With discussion and authors’ reply. Zbl 1411.62071
Girolami, Mark; Calderhead, Ben
142
2011
Mixtures: Estimation and applications. Zbl 1218.62003
19
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
A vanilla Rao-Blackwellization of Metropolis-Hastings algorithms. Zbl 1209.62023
Douc, Randal; Robert, Christian P.
11
2011
A short history of Markov chain Monte Carlo: Subjective recollections from incomplete data. Zbl 1222.65006
Robert, Christian; Casella, George
8
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
141
2010
Introducing Monte Carlo methods with R. Zbl 1196.65025
Robert, Christian P.; Casella, George
50
2010
Properties of nested sampling. Zbl 1195.62185
Chopin, Nicolas; Robert, Christian P.
18
2010
On resolving the Savage-Dickey paradox. Zbl 1329.62091
Marin, Jean-Michel; Robert, Christian P.
5
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.
85
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
26
2009
Harold Jeffreys’s Theory of probability revisited. Zbl 1328.62012
Robert, Christian P.; Chopin, Nicolas; Rousseau, Judith
16
2009
Facilitated spin models: recent and new results. Zbl 1180.82199
Cancrini, N.; Martinelli, F.; Robert, C.; Toninelli, C.
12
2009
A Bayesian reassessment of nearest-neighbor classification. Zbl 1388.62183
Cucala, Lionel; Marin, Jean-Michel; Robert, Christian P.; Titterington, D. M.
11
2009
Natural induction: an objective Bayesian approach. (With comments and rejoinder). Zbl 1177.62030
Berger, James O.; Bernardo, José M.; Sun, Dongchu
7
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
320
2008
On some difficulties with a posterior probability approximation technique. Zbl 1330.62149
Robert, Christian P.; Marin, Jean-Michel
7
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.
99
2007
Bayesian core. A practical approach to computational statistics. Zbl 1137.62013
Marin, Jean-Michel; Robert, Christian P.
54
2007
Convergence of adaptive mixtures of importance sampling schemes. Zbl 1132.60022
Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P.
28
2007
Minimum variance importance sampling via population Monte Carlo. Zbl 1181.60028
Douc, R.; Guillin, A.; Marin, J.-M.; Robert, C. P.
18
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.
174
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
1
2006
Monte Carlo statistical methods. 2nd ed. Zbl 1096.62003
Robert, Christian P.; Casella, George
636
2004
Optimal sample size for multiple testing: the case of gene expression microarrays. Zbl 1055.62127
Müller, Peter; Parmigiani, Giovanni; Robert, Christian; Rousseau, Judith
41
2004
Mixture models, latent variables and partitioned importance sampling. Zbl 1075.65016
Casella, George; Robert, Christian P.; Wells, Martin T.
11
2004
Generalized accept-reject sampling schemes. Zbl 1268.65012
Casella, George; Robert, Christian P.; Wells, Martin T.
6
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.
6
2004
Computational advances for and from Bayesian analysis. Zbl 1062.62043
Andrieu, C.; Doucet, A.; Robert, C. P.
4
2004
Reversible jump, birth-and-death and more general continuous time Markov chain Monte Carlo samplers. Zbl 1063.62133
Cappé, Olivier; Robert, Christian P.; Rydén, Tobias
38
2003
Variable selection in qualitative models via an entropic explanatory power. Zbl 1033.62066
Dupuis, Jérome A.; Robert, Christian P.
12
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.
39
2001
Computational and inferential difficulties with mixture posterior distributions. Zbl 0999.62020
Celeux, Gilles; Hurn, Merrilee; Robert, Christian P.
135
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.
46
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
278
1999
MCMC convergence diagnostics: A review. (With discussion). Zbl 0957.62019
Mengersen, Kerrie L.; Robert, Christian P.; Guihenneuc-Jouyaux, Chantal
16
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
Eaton’s Markov chain, its conjugate partner and \(\mathcal P\)-admissibility. Zbl 0945.62012
Hobert, James P.; Robert, C. P.
8
1999
Convergence controls for MCMC algorithms, with applications to hidden Markov chains. Zbl 0968.62049
Robert, Christian P.; Rydén, Tobias; Titterington, D. M.
8
1999
Model choice in generalised linear models: A Bayesian approach via Kullback-Leibler projections. Zbl 0903.62061
Goutis, Constantinos; Robert, Christian P.
27
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
7
1998
A note on the confidence properties of reference priors for the calibration model. Zbl 0936.62032
Philippe, Anne; Robert, Christian P.
5
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.
42
1996
Intrinsic losses. Zbl 0848.90010
Robert, Christian P.
28
1996
Mixtures of distributions: Inference and estimation. Zbl 0849.62013
Robert, Christian P.
24
1996
Maximum likelihood estimation under order restrictions by the prior feedback method. Zbl 0870.62020
Robert, 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 0844.62099
Casella, George; Robert, Christian P.
2
1996
Noninformative Bayesian testing and neutral Bayes factors. Zbl 0882.62024
Robert, Christian P.; Caron, Nathalie
1
1996
Convergence control methods for Markov chain Monte Carlo algorithms. Zbl 0955.60526
Robert, Christian P.
25
1995
Receycling rejected values in accept-reject methods. Zbl 0847.62010
Casella, George; Robert, Christian P.
2
1995
Intrinsic losses for empirical Bayes estimation: A note on normal and Poisson cases. Zbl 0820.62007
Fourdrinier, Dominique; Robert, Christian P.
1
1995
Estimation of finite mixture distributions through Bayesian sampling. Zbl 0796.62028
Diebolt, Jean; Robert, Christian P.
169
1994
...and 27 more Documents
all top 5

Cited by 3,399 Authors

23 Robert, Christian P. Robert
17 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 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 Martino, Luca
9 Marzouk, Youssef M.
9 Roberts, Gareth O.
9 Wiper, Michael P.
8 Del Moral, Pierre
8 Dey, Dipak Kumar
8 Míguez, Joaquín
8 Wang, Hsiuying
7 Ausín, María Concepción
7 Douc, Randal
7 Farcomeni, Alessio
7 Lin, Tsung I.
7 Liseo, Brunero
7 Moulines, Eric
7 Peherstorfer, Benjamin
7 Rousseau, Judith
7 Singh, Sumeetpal S.
7 Sisson, Scott A.
7 Soubeyrand, Samuel
7 Titterington, D. Michael
7 Vehtari, Aki
6 Banerjee, Sudipto
6 Berger, James Orvis
6 Bhattacharya, Sourabh
6 Bouguila, Nizar
6 Casarin, Roberto
6 Celeux, Gilles
6 Chen, Minghui
6 Dunson, David Brian
6 Everitt, Richard Geoffrey
6 Flegal, James M.
6 Girolami, Mark A.
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 Pereyra, Marcelo
6 Prangle, Dennis
6 Quintana, Fernando Andrés
6 Richardson, Sylvia
6 Saraiva, Erlandson F.
6 Sartori, Nicola
6 Song, Xinyuan
6 Spezia, Luigi
6 Willcox, Karen E.
5 Bardsley, Johnathan M.
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 Selland Kleppe, Tore
5 Komárek, Arnošt
5 Lachos Dávila, Víctor Hugo
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 Rue, Håvard
5 Sarti, Alessandro
5 Schön, Thomas B.
5 Stephens, David A.
5 Taflanidis, Alexandros A.
5 Teckentrup, Aretha L.
5 Upadhyay, Satyanshu Kumar
4 Abanto-Valle, Carlos Antonio
4 Alquier, Pierre
4 Arellano-Valle, Reinaldo Boris
...and 3,299 more Authors
all top 5

Cited in 253 Serials

180 Computational Statistics and Data Analysis
116 Statistics and Computing
54 Biometrics
54 Journal of Statistical Computation and Simulation
54 The Annals of Applied Statistics
53 Computational Statistics
50 Journal of Applied Statistics
48 Journal of Statistical Planning and Inference
45 Communications in Statistics. Theory and Methods
40 Communications in Statistics. Simulation and Computation
39 The Annals of Statistics
39 Statistical Science
37 Electronic Journal of Statistics
37 Bayesian Analysis
29 SIAM/ASA Journal on Uncertainty Quantification
28 Journal of Computational Physics
28 Journal of Econometrics
28 Journal of Agricultural, Biological, and Environmental Statistics
26 Psychometrika
23 Statistics & Probability Letters
23 Test
23 Journal of Computational and Graphical Statistics
21 Computer Methods in Applied Mechanics and Engineering
20 Journal of Multivariate Analysis
20 Brazilian Journal of Probability and Statistics
18 The Canadian Journal of Statistics
18 Journal of Mathematical Psychology
18 Bernoulli
18 Journal of the Royal Statistical Society. Series B. Statistical Methodology
18 Statistical Modelling
16 The Annals of Applied Probability
15 Annals of the Institute of Statistical Mathematics
15 Journal of the American Statistical Association
15 European Journal of Operational Research
14 SIAM Journal on Scientific Computing
13 Methodology and Computing in Applied Probability
12 Scandinavian Journal of Statistics
12 Statistical Methods and Applications
11 Insurance Mathematics & Economics
11 Lifetime Data Analysis
10 Biometrical Journal
10 Computational Geosciences
10 Statistical Applications in Genetics and Molecular Biology
10 Statistical Methodology
9 Mathematical Biosciences
9 Journal of Applied Probability
9 Econometric Reviews
9 Applied Stochastic Models in Business and Industry
9 SIAM Journal on Imaging Sciences
8 Mathematics and Computers in Simulation
8 Signal Processing
8 Machine Learning
8 Pattern Recognition
8 Statistical Papers
8 Australian & New Zealand Journal of Statistics
8 Journal of Machine Learning Research (JMLR)
8 Advances in Data Analysis and Classification. ADAC
7 Bulletin of Mathematical Biology
7 Applied Mathematics and Computation
7 Automatica
7 Physica D
7 Statistics
7 Stochastic Processes and their Applications
7 Monte Carlo Methods and Applications
6 Metrika
6 Theoretical Population Biology
6 Journal of Time Series Analysis
6 Annals of Operations Research
6 International Journal of Adaptive Control and Signal Processing
6 Applied Mathematical Modelling
6 AStA. Advances in Statistical Analysis
6 Sankhyā. Series B
5 Journal of Mathematical Biology
5 Journal of Statistical Physics
5 Journal of Classification
5 International Journal of Approximate Reasoning
5 Journal of Statistical Theory and Practice
5 Journal of Theoretical Biology
4 Journal of the Franklin Institute
4 Metron
4 Statistica Neerlandica
4 Stochastic Analysis and Applications
4 Journal of Economic Dynamics & Control
4 Neural Computation
4 SIAM Review
4 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
4 Chaos
4 Data Mining and Knowledge Discovery
4 The Econometrics Journal
4 Journal of the Royal Statistical Society. Series C. Applied Statistics
4 Extremes
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 Journal of Scientific Computing
3 Neural Networks
3 Proceedings of the National Academy of Sciences of the United States of America
3 Journal of Mathematical Imaging and Vision
...and 153 more Serials
all top 5

Cited in 43 Fields

1,590 Statistics (62-XX)
654 Numerical analysis (65-XX)
299 Probability theory and stochastic processes (60-XX)
143 Biology and other natural sciences (92-XX)
115 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
84 Computer science (68-XX)
74 Operations research, mathematical programming (90-XX)
42 Geophysics (86-XX)
41 Partial differential equations (35-XX)
34 Systems theory; control (93-XX)
30 Information and communication theory, circuits (94-XX)
24 Statistical mechanics, structure of matter (82-XX)
18 Mechanics of deformable solids (74-XX)
16 Fluid mechanics (76-XX)
11 Combinatorics (05-XX)
9 Dynamical systems and ergodic theory (37-XX)
7 Ordinary differential equations (34-XX)
7 Astronomy and astrophysics (85-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