Edit Profile (opens in new tab) Clarke, Bertrand S. Compute Distance To: Compute Author ID: clarke.bertrand-s Published as: Clarke, Bertrand; Clarke, Bertrand S.; Clarke, B. more...less Documents Indexed: 59 Publications since 1956, including 2 Books 2 Contributions as Editor · 2 Further Contributions Co-Authors: 46 Co-Authors with 47 Joint Publications 1,109 Co-Co-Authors all top 5 Co-Authors 11 single-authored 8 Clarke, Jennifer Lynn 6 Le, Tri M. 5 Yu, ChiWai 4 Mittenthal, Jay E. 4 Yuan, Ao 3 Koepke, Hoyt A. 2 Amiri, Saeid 2 Barron, Andrew Roger 2 Fokoué, Ernest Parfait 2 Gelman, Andrew 2 Ghosal, Subhashis 2 Grünwald, Peter D. 2 Gustafson, Paul 2 Robert, Christian P. Robert 2 Sun, Dongchu 2 Vehtari, Aki 2 Wasserman, Larry Alan 2 Wong, Hubert 1 Aastveit, Knut Are 1 Aitkin, Murray A. 1 Ajdic, Dragana 1 Arafat, Ahmed 1 Arbel, Julyan 1 Arcuri, Phillip A. 1 Baghishani, Hossein 1 Bakka, Haakon C. 1 Belitser, Eduard 1 Castro-Camilo, Daniela 1 Catoni, Olivier 1 Cavanaugh, Joseph E. 1 Ceyhan, Elvan 1 Chopin, Nicolas 1 Clyde, Merlise A. 1 Datta, Gauri Sankar 1 Dawid, Philip 1 de Heide, Rianne 1 de Rooij, Steven 1 DeYoreo, Maria 1 Dobra, Adrian 1 Draper, David 1 Fawcett, Glenn 1 Felton, G. E. 1 Ferreira, Marco A. R. 1 Fotopoulos, Stergios B. 1 Franck, Christopher T. 1 Franco-Villoria, Maria 1 Freni-Sterrantino, Anna 1 Gao, Xin 1 Ghosh, Jayanta Kumar 1 Grushka-Cockayne, Yael 1 Holt, Gregory E. 1 Hoogerheide, Lennart F. 1 Hristopulos, Dionissios T. 1 Huang, Liangcheng 1 Huser, Raphaël 1 Iacopini, Matteo 1 Jandhyala, Venkata K. 1 Jankowski, Hanna K. 1 Jose, Victor Richmond R. 1 Kárný, Miroslav 1 Kolossiatis, Michalis 1 Kottas, Athanasios 1 Lauritzen, Steffen Lilholt 1 Li, Meng 1 Lichtendahl, Kenneth C. jun. 1 Lin, Xiaodong 1 Mateu, Jorge 1 McAlinn, Kenichiro 1 Mpoudeu, Merlin 1 Murray, Iain 1 Nipoti, Bernardo 1 Nurushev, Nurzhan 1 Ojanen, Janne 1 Opitz, Thomas 1 Paddock, Susan M. 1 Parmigiani, Giovanni 1 Pericchi, Luis Raul 1 Perron, François 1 Pittman, Jennifer 1 Polak, Julia 1 Porcu, Emilio 1 Poynor, Valerie 1 Rousseau, Judith 1 Rue, Håvard 1 Savitsky, Terrance D. 1 Scheeline, Alexander 1 Scott, James G. 1 Shin, Minsuk 1 Simpson, Daniel Peter 1 Song, Peter Xue-Kun 1 Stone, Mervyn 1 Tokdar, Surya T. 1 Tonellato, Stefano F. 1 Trippa, Lorenzo 1 Valdes, Camilo 1 van Dijk, Herman K. 1 van Erven, Tim 1 Vovk, Vladimir G. 1 West, Mike 1 Winkler, Robert L. ...and 6 more Co-Authors all top 5 Serials 6 Statistical Analysis and Data Mining 6 Bayesian Analysis 5 Journal of Statistical Planning and Inference 4 IEEE Transactions on Information Theory 3 The Canadian Journal of Statistics 3 Bulletin of Mathematical Biology 3 The Annals of Statistics 3 Journal of Machine Learning Research (JMLR) 2 The Computer Journal. Section A / Section B 2 Journal of the American Statistical Association 2 Sankhyā. Series A. Methods and Techniques 2 Journal of Computational and Graphical Statistics 2 Statistical Theory and Related Fields 1 Annals of the Institute of Statistical Mathematics 1 Journal of Econometrics 1 Journal of Multivariate Analysis 1 Mathematika 1 Statistics & Probability Letters 1 Journal of Classification 1 Econometric Reviews 1 Computational Statistics and Data Analysis 1 Test 1 Statistical Papers 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Institute of Mathematical Statistics Collections 1 Statistics Surveys 1 Sankhyā 1 Sankhyā. Series B 1 Journal of Theoretical Biology 1 Springer Series in Statistics all top 5 Fields 52 Statistics (62-XX) 11 Computer science (68-XX) 4 Biology and other natural sciences (92-XX) 4 Information and communication theory, circuits (94-XX) 3 General and overarching topics; collections (00-XX) 2 Probability theory and stochastic processes (60-XX) 2 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 41 Publications have been cited 264 times in 185 Documents Cited by ▼ Year ▼ Information-theoretic asymptotics of Bayes methods. Zbl 0709.62008Clarke, Bertrand S.; Barron, Andrew R. 73 1990 Jeffreys’ prior is asymptotically least favorable under entropy risk. Zbl 0820.62006Clarke, Bertrand S.; Barron, Andrew R. 57 1994 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 13 2018 Partial information reference priors: Derivation and interpretations. Zbl 1053.62010Clarke, B.; Yuan, A. 12 2004 Principles and theory for data mining and machine learning. Zbl 1179.62004Clarke, Bertrand; Fokoue, Ernest; Zhang, Hao Helen 12 2009 Comparing Bayes model averaging and stacking when model approximation error cannot be ignored. Zbl 1102.68488Clarke, Bertrand 11 2004 On the overall sensitivity of the posterior distribution to its inputs. Zbl 0938.62028Clarke, Bertrand; Gustafson, Paul 9 1998 Reference priors under the chi-squared distance. Zbl 0884.62006Clarke, Bertrand; Sun, Dongchu 8 1997 Noninformative priors and nuisance parameters. Zbl 0793.62016Clarke, Bertrand; Wasserman, Larry 7 1993 An information criterion for likelihood selection. Zbl 0946.94019Yuan, A.; Clarke, B. 7 1999 Reference priors for exponential families with increasing dimension. Zbl 1329.62120Clarke, Bertrand; Ghosal, Subhashis 7 2010 Information optimality and Bayesian modelling. Zbl 1418.62024Clarke, Bertrand 6 2007 Manifest characterization and testing for certain latent properties. Zbl 1012.62119Yuan, A.; Clarke, B. 6 2001 Asymptotics of the expected posterior. Zbl 0948.62014Clarke, Bertrand; Sun, Dongchu 6 1999 Decomposing posterior variance. Zbl 1032.62024Gustafson, Paul; Clarke, Bertrand 5 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 Posterior convergence given the mean. Zbl 0854.62023Clarke, B.; Ghosh, J. K. 5 1995 Asymptotic normality of the posterior given a statistic. Zbl 1056.62019Yuan, Ao; Clarke, Bertrand 5 2004 Improvement over Bayes prediction in small samples in the presence of model uncertainty. Zbl 1061.62041Wong, Hubert; Clarke, Bertrand 5 2004 Asymptotic normality of the posterior in relative entropy. Zbl 0959.62004Clarke, Bertrand S. 5 1999 Implications of reference priors for prior information and for sample size. Zbl 0870.62007Clarke, Bertrand 5 1996 Information conversion, effective samples, and parameter size. Zbl 1326.94035Lin, Xiaodong; Pittman, Jennifer; Clarke, Bertrand 5 2007 A Bayes interpretation of stacking for \(\mathcal{M}\)-complete and \(\mathcal{M}\)-open settings. Zbl 1384.62298Le, Tri; Clarke, Bertrand 4 2017 A minmimally informative likelihood for decision analysis: illustration and robustness. Zbl 1066.62511Yuan, Ao; Clarke, Bertrand S. 3 1999 Bias-variance trade-off for prequential model list selection. Zbl 1229.62072Fokoue, Ernest; Clarke, Bertrand 3 2011 Predictive statistics. Analysis and inference beyond models. Zbl 1431.62003Clarke, Bertrand S.; Clarke, Jennifer L. 3 2018 Prediction in \(\mathcal M\)-complete problems with limited sample size. Zbl 1329.62121Clarke, Jennifer Lynn; Clarke, Bertrand; Yu, Chi-Wai 3 2013 Closed form expressions for Bayesian sample size. Zbl 1113.62029Clarke, B.; Yuan, Ao 3 2006 On the interpretation of ensemble classifiers in terms of Bayes classifiers. Zbl 1422.62223Le, Tri; Clarke, Bertrand 2 2018 Information tradeoff. Zbl 0845.62025Wasserman, L.; Clarke, B. 2 1995 Desiderata for a predictive theory of statistics. Zbl 1330.62043Clarke, Bertrand 2 2010 Median loss decision theory. Zbl 1206.62008Yu, Chi Wai; Clarke, Bertrand 2 2011 Prediction in several conventional contexts. Zbl 1302.62202Clarke, Bertrand; Clarke, Jennifer 2 2012 Designing metabolism: Alternative connectivities for the pentose phosphate pathway. Zbl 0953.92012Mittenthal, Jay E.; Yuan, Ao; Clarke, Bertrand; Scheeline, Alexander 2 1998 Asymptotics of Bayesian median loss estimation. Zbl 1203.62025Yu, Chi Wai; Clarke, Bertrand 2 2010 Using the Bayesian Shtarkov solution for predictions. Zbl 1466.62131Le, Tri; Clarke, Bertrand 2 2016 Pushing the limits of contemporary statistics: contributions in honor of Jayanta K. Ghosh. Zbl 1159.62004 1 2008 The Pegasus autocode. Zbl 0093.31505Clarke, B.; Felton, G. E. 1 1959 Combining model selection procedures for online prediction. Zbl 1004.62073Clarke, B. 1 2001 Prequential analysis of complex data with adaptive model reselection. Zbl 07260228Clarke, Jennifer; Clarke, Bertrand 1 2009 A Bayesian criterion for cluster stability. Zbl 07260373Koepke, Hoyt; Clarke, Bertrand 1 2013 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 13 2018 Predictive statistics. Analysis and inference beyond models. Zbl 1431.62003Clarke, Bertrand S.; Clarke, Jennifer L. 3 2018 On the interpretation of ensemble classifiers in terms of Bayes classifiers. Zbl 1422.62223Le, Tri; Clarke, Bertrand 2 2018 A Bayes interpretation of stacking for \(\mathcal{M}\)-complete and \(\mathcal{M}\)-open settings. Zbl 1384.62298Le, Tri; Clarke, Bertrand 4 2017 Using the Bayesian Shtarkov solution for predictions. Zbl 1466.62131Le, Tri; Clarke, Bertrand 2 2016 Prediction in \(\mathcal M\)-complete problems with limited sample size. Zbl 1329.62121Clarke, Jennifer Lynn; Clarke, Bertrand; Yu, Chi-Wai 3 2013 A Bayesian criterion for cluster stability. Zbl 07260373Koepke, Hoyt; Clarke, Bertrand 1 2013 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 Prediction in several conventional contexts. Zbl 1302.62202Clarke, Bertrand; Clarke, Jennifer 2 2012 Bias-variance trade-off for prequential model list selection. Zbl 1229.62072Fokoue, Ernest; Clarke, Bertrand 3 2011 Median loss decision theory. Zbl 1206.62008Yu, Chi Wai; Clarke, Bertrand 2 2011 Reference priors for exponential families with increasing dimension. Zbl 1329.62120Clarke, Bertrand; Ghosal, Subhashis 7 2010 Desiderata for a predictive theory of statistics. Zbl 1330.62043Clarke, Bertrand 2 2010 Asymptotics of Bayesian median loss estimation. Zbl 1203.62025Yu, Chi Wai; Clarke, Bertrand 2 2010 Principles and theory for data mining and machine learning. Zbl 1179.62004Clarke, Bertrand; Fokoue, Ernest; Zhang, Hao Helen 12 2009 Prequential analysis of complex data with adaptive model reselection. Zbl 07260228Clarke, Jennifer; Clarke, Bertrand 1 2009 Pushing the limits of contemporary statistics: contributions in honor of Jayanta K. Ghosh. Zbl 1159.62004 1 2008 Information optimality and Bayesian modelling. Zbl 1418.62024Clarke, Bertrand 6 2007 Information conversion, effective samples, and parameter size. Zbl 1326.94035Lin, Xiaodong; Pittman, Jennifer; Clarke, Bertrand 5 2007 Closed form expressions for Bayesian sample size. Zbl 1113.62029Clarke, B.; Yuan, Ao 3 2006 Partial information reference priors: Derivation and interpretations. Zbl 1053.62010Clarke, B.; Yuan, A. 12 2004 Comparing Bayes model averaging and stacking when model approximation error cannot be ignored. Zbl 1102.68488Clarke, Bertrand 11 2004 Decomposing posterior variance. Zbl 1032.62024Gustafson, Paul; Clarke, Bertrand 5 2004 Asymptotic normality of the posterior given a statistic. Zbl 1056.62019Yuan, Ao; Clarke, Bertrand 5 2004 Improvement over Bayes prediction in small samples in the presence of model uncertainty. Zbl 1061.62041Wong, Hubert; Clarke, Bertrand 5 2004 Manifest characterization and testing for certain latent properties. Zbl 1012.62119Yuan, A.; Clarke, B. 6 2001 Combining model selection procedures for online prediction. Zbl 1004.62073Clarke, B. 1 2001 An information criterion for likelihood selection. Zbl 0946.94019Yuan, A.; Clarke, B. 7 1999 Asymptotics of the expected posterior. Zbl 0948.62014Clarke, Bertrand; Sun, Dongchu 6 1999 Asymptotic normality of the posterior in relative entropy. Zbl 0959.62004Clarke, Bertrand S. 5 1999 A minmimally informative likelihood for decision analysis: illustration and robustness. Zbl 1066.62511Yuan, Ao; Clarke, Bertrand S. 3 1999 On the overall sensitivity of the posterior distribution to its inputs. Zbl 0938.62028Clarke, Bertrand; Gustafson, Paul 9 1998 Designing metabolism: Alternative connectivities for the pentose phosphate pathway. Zbl 0953.92012Mittenthal, Jay E.; Yuan, Ao; Clarke, Bertrand; Scheeline, Alexander 2 1998 Reference priors under the chi-squared distance. Zbl 0884.62006Clarke, Bertrand; Sun, Dongchu 8 1997 Implications of reference priors for prior information and for sample size. Zbl 0870.62007Clarke, Bertrand 5 1996 Posterior convergence given the mean. Zbl 0854.62023Clarke, B.; Ghosh, J. K. 5 1995 Information tradeoff. Zbl 0845.62025Wasserman, L.; Clarke, B. 2 1995 Jeffreys’ prior is asymptotically least favorable under entropy risk. Zbl 0820.62006Clarke, Bertrand S.; Barron, Andrew R. 57 1994 Noninformative priors and nuisance parameters. Zbl 0793.62016Clarke, Bertrand; Wasserman, Larry 7 1993 Information-theoretic asymptotics of Bayes methods. Zbl 0709.62008Clarke, Bertrand S.; Barron, Andrew R. 73 1990 The Pegasus autocode. Zbl 0093.31505Clarke, B.; Felton, G. E. 1 1959 all cited Publications top 5 cited Publications all top 5 Cited by 345 Authors 22 Clarke, Bertrand S. 7 Ghosh, Malay 6 Grünwald, Peter D. 5 Yang, Yuhong 4 Komaki, Fumiyasu 4 Le, Tri M. 4 Yu, ChiWai 3 Berger, James Orvis 3 Clarke, Jennifer Lynn 3 Gyllenberg, Mats 3 Koski, Timo J. T. 3 Liu, Ruitao 3 Massari, Filippo 3 Nemenman, Ilya 3 Steel, Mark F. J. 3 Sun, Dongchu 3 Vehtari, Aki 3 Yuan, Ao 2 Balasubramanian, Vijay 2 Barron, Andrew Roger 2 Bernardo, Jose-Miguel 2 Brutti, Pierpaolo 2 Datta, Gauri Sankar 2 de Rooij, Steven 2 De Santis, Fulvio 2 Fernández, Carmen 2 Fokoué, Ernest Parfait 2 Gassiat, Elisabeth 2 Ghosal, Subhashis 2 Gustafson, Paul 2 Gutiérrez-Peña, Eduardo 2 Haussler, David 2 Hayashi, Masahito 2 Hutter, Marcus 2 Kato, Kengo 2 Lockhart, Richard A. 2 Muré, Joseph 2 Paninski, Liam 2 Pericchi, Luis Raul 2 Rue, Håvard 2 Sweeting, Trevor J. 2 Tang, Niansheng 2 Wong, Hubert 2 Yamazaki, Keisuke 1 Aastveit, Knut Are 1 Abbott, Michael C. 1 Ahmadian, Yashar 1 Al-Labadi, Luai 1 Alber, Susan A. 1 Albert, Paul S. 1 Altaf, Saima 1 Alves, Rui A. F. S. 1 Amari, Shun-ichi 1 Andrade, Jose Ailton Alencar 1 Arafat, Ahmed 1 Aramon, Maliheh 1 Arleo, Angelo 1 Armstrong, Ronald D. 1 Arrieta-Ibarra, Imanol 1 Aslam, Muhammad 1 Aslam, Muhammad 1 Aslan, Mihaela 1 Aßmann, Christian 1 Attili, Antonio 1 Baghishani, Hossein 1 Bakka, Haakon C. 1 Bar-Lev, Shaul K. 1 Bartoszek, Krzysztof 1 Bayarri, Maria J. 1 Belitser, Eduard 1 Belov, Dmitry I. 1 Berger, Lukas 1 Bernardi, Mauro 1 Bethge, Matthias 1 Bialek, William 1 Bickel, David R. 1 Billheimer, Dean 1 Bischl, Bernd 1 Bisetti, Fabrizio 1 Blume-Kohout, Robin 1 Bodnar, Olha 1 Bontemps, Dominique 1 Boucheron, Stéphane Vincent 1 Bousquet, Nicolas 1 Boysen-Hogrefe, Jens 1 Brasselet, Romain 1 Brock, William A.“Buz” 1 Bshouty, Daoud H. 1 Burghaus, Ina 1 Cao, Di 1 Cao, Jing 1 Carpentier, F. 1 Carvalho, Carlos Marinho 1 Casella, George 1 Castillo, Ismaël 1 Castro-Camilo, Daniela 1 Catoni, Olivier 1 Cavanaugh, Joseph E. 1 Ceyhan, Elvan 1 Chadœuf, Joël ...and 245 more Authors all top 5 Cited in 75 Serials 17 The Annals of Statistics 15 Journal of Statistical Planning and Inference 10 Neural Computation 10 Bayesian Analysis 6 Test 5 The Canadian Journal of Statistics 5 Econometric Reviews 5 Electronic Journal of Statistics 4 Journal of Multivariate Analysis 4 Statistics & Probability Letters 3 Mathematical Biosciences 3 Annals of the Institute of Statistical Mathematics 3 International Statistical Review 3 Journal of Econometrics 3 Theoretical Computer Science 3 Statistical Science 3 Computational Statistics 3 Journal of Statistical Computation and Simulation 3 Computational Statistics and Data Analysis 3 Entropy 3 Statistical Analysis and Data Mining 2 The American Statistician 2 Communications in Mathematical Physics 2 Psychometrika 2 Journal of Mathematical Psychology 2 Kybernetika 2 Operations Research 2 Information and Computation 2 Neural Networks 2 Communications in Statistics. Theory and Methods 2 Statistical Papers 2 Lifetime Data Analysis 2 Bernoulli 2 Journal of Applied Statistics 2 Journal of Machine Learning Research (JMLR) 2 Statistical Methodology 2 Sankhyā. Series A 1 Biological Cybernetics 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of Mathematical Physics 1 Journal of Statistical Physics 1 Scandinavian Journal of Statistics 1 Automatica 1 British Journal of Mathematical & Statistical Psychology 1 Journal of Computer and System Sciences 1 Journal of Mathematical Economics 1 Metron 1 Theory and Decision 1 Journal of Time Series Analysis 1 Journal of Classification 1 New Generation Computing 1 International Journal of Approximate Reasoning 1 Machine Learning 1 Economics Letters 1 Communications in Statistics. Simulation and Computation 1 Proceedings of the National Academy of Sciences of the United States of America 1 Economic Theory 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Soft Computing 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Discrete Mathematical Sciences & Cryptography 1 New Journal of Physics 1 Combustion Theory and Modelling 1 Scandinavian Actuarial Journal 1 ASTIN Bulletin 1 Quantum Information Processing 1 Advances in Data Analysis and Classification. ADAC 1 Algorithms 1 Statistics Surveys 1 Theoretical Economics 1 Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A: Matemáticas. RACSAM 1 Journal of Computational and Graphical Statistics 1 Journal of Theoretical Biology 1 Mathematics for Applications 1 Japanese Journal of Statistics and Data Science all top 5 Cited in 15 Fields 147 Statistics (62-XX) 25 Computer science (68-XX) 18 Information and communication theory, circuits (94-XX) 13 Biology and other natural sciences (92-XX) 12 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 10 Probability theory and stochastic processes (60-XX) 9 Numerical analysis (65-XX) 6 Quantum theory (81-XX) 3 Operations research, mathematical programming (90-XX) 2 Differential geometry (53-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Combinatorics (05-XX) 1 Functional analysis (46-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year