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: 56 Publications since 1956, including 2 Books 2 Contributions as Editor · 2 Further Contributions Co-Authors: 46 Co-Authors with 45 Joint Publications 1,051 Co-Co-Authors all top 5 Co-Authors 10 single-authored 8 Clarke, Jennifer Lynn 5 Yu, ChiWai 4 Le, Tri Van 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 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 Machine Learning Research (JMLR) 2 Journal of Computational and Graphical Statistics 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 Statistics Surveys 1 Sankhyā 1 Sankhyā. Series B 1 Journal of Theoretical Biology 1 Springer Series in Statistics all top 5 Fields 50 Statistics (62-XX) 10 Computer science (68-XX) 4 Biology and other natural sciences (92-XX) 3 General and overarching topics; collections (00-XX) 3 Information and communication theory, circuits (94-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 38 Publications have been cited 287 times in 172 Documents Cited by ▼ Year ▼ Information-theoretic asymptotics of Bayes methods. Zbl 0709.62008Clarke, Bertrand S.; Barron, Andrew R. 71 1990 Jeffreys’ prior is asymptotically least favorable under entropy risk. Zbl 0820.62006Clarke, Bertrand S.; Barron, Andrew R. 54 1994 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 10 2004 Principles and theory for data mining and machine learning. Zbl 1179.62004Clarke, Bertrand; Fokoue, Ernest; Zhang, Hao Helen 10 2009 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 10 2018 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 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 Noninformative priors and nuisance parameters. Zbl 0793.62016Clarke, Bertrand; Wasserman, Larry 7 1993 Asymptotics of the expected posterior. Zbl 0948.62014Clarke, Bertrand; Sun, Dongchu 6 1999 Manifest characterization and testing for certain latent properties. Zbl 1012.62119Yuan, A.; Clarke, B. 5 2001 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 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 Implications of reference priors for prior information and for sample size. Zbl 0870.62007Clarke, Bertrand 5 1996 Decomposing posterior variance. Zbl 1032.62024Gustafson, Paul; Clarke, Bertrand 5 2004 Posterior convergence given the mean. Zbl 0854.62023Clarke, B.; Ghosh, J. K. 5 1995 Information optimality and Bayesian modelling. Zbl 1418.62024Clarke, Bertrand 5 2007 Information conversion, effective samples, and parameter size. Zbl 1326.94035Lin, Xiaodong; Pittman, Jennifer; Clarke, Bertrand 4 2007 Asymptotic normality of the posterior in relative entropy. Zbl 0959.62004Clarke, Bertrand S. 4 1999 A minmimally informative likelihood for decision analysis: illustration and robustness. Zbl 1066.62511Yuan, Ao; Clarke, Bertrand S. 3 1999 A Bayes interpretation of stacking for \(\mathcal{M}\)-complete and \(\mathcal{M}\)-open settings. Zbl 1384.62298Le, Tri; Clarke, Bertrand 3 2017 Closed form expressions for Bayesian sample size. Zbl 1113.62029Clarke, B.; Yuan, Ao 3 2006 Designing metabolism: Alternative connectivities for the pentose phosphate pathway. Zbl 0953.92012Mittenthal, Jay E.; Yuan, Ao; Clarke, Bertrand; Scheeline, Alexander 2 1998 Median loss decision theory. Zbl 1206.62008Yu, Chi Wai; Clarke, Bertrand 2 2011 Information tradeoff. Zbl 0845.62025Wasserman, L.; Clarke, B. 2 1995 Asymptotics of Bayesian median loss estimation. Zbl 1203.62025Yu, Chi Wai; Clarke, Bertrand 2 2010 Prediction in \(\mathcal M\)-complete problems with limited sample size. Zbl 1329.62121Clarke, Jennifer Lynn; Clarke, Bertrand; Yu, Chi-Wai 2 2013 Desiderata for a predictive theory of statistics. Zbl 1330.62043Clarke, Bertrand 2 2010 Combining model selection procedures for online prediction. Zbl 1004.62073Clarke, B. 1 2001 Bias-variance trade-off for prequential model list selection. Zbl 1229.62072Fokoue, Ernest; Clarke, Bertrand 1 2011 Using the Bayesian Shtarkov solution for predictions. Zbl 1466.62131Le, Tri; Clarke, Bertrand 1 2016 A Bayesian criterion for cluster stability. Zbl 07260373Koepke, Hoyt; Clarke, Bertrand 1 2013 On the interpretation of ensemble classifiers in terms of Bayes classifiers. Zbl 1422.62223Le, Tri; Clarke, Bertrand 1 2018 Prediction in several conventional contexts. Zbl 1302.62202Clarke, Bertrand; Clarke, Jennifer 1 2012 The Pegasus autocode. Zbl 0093.31505Clarke, B.; Felton, G. E. 1 1959 Using stacking to average Bayesian predictive distributions (with discussion). Zbl 1407.62090Yao, Yuling; Vehtari, Aki; Simpson, Daniel; Gelman, Andrew 10 2018 On the interpretation of ensemble classifiers in terms of Bayes classifiers. Zbl 1422.62223Le, Tri; Clarke, Bertrand 1 2018 A Bayes interpretation of stacking for \(\mathcal{M}\)-complete and \(\mathcal{M}\)-open settings. Zbl 1384.62298Le, Tri; Clarke, Bertrand 3 2017 Using the Bayesian Shtarkov solution for predictions. Zbl 1466.62131Le, Tri; Clarke, Bertrand 1 2016 Prediction in \(\mathcal M\)-complete problems with limited sample size. Zbl 1329.62121Clarke, Jennifer Lynn; Clarke, Bertrand; Yu, Chi-Wai 2 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 1 2012 Median loss decision theory. Zbl 1206.62008Yu, Chi Wai; Clarke, Bertrand 2 2011 Bias-variance trade-off for prequential model list selection. Zbl 1229.62072Fokoue, Ernest; Clarke, Bertrand 1 2011 Reference priors for exponential families with increasing dimension. Zbl 1329.62120Clarke, Bertrand; Ghosal, Subhashis 7 2010 Asymptotics of Bayesian median loss estimation. Zbl 1203.62025Yu, Chi Wai; Clarke, Bertrand 2 2010 Desiderata for a predictive theory of statistics. Zbl 1330.62043Clarke, Bertrand 2 2010 Principles and theory for data mining and machine learning. Zbl 1179.62004Clarke, Bertrand; Fokoue, Ernest; Zhang, Hao Helen 10 2009 Information optimality and Bayesian modelling. Zbl 1418.62024Clarke, Bertrand 5 2007 Information conversion, effective samples, and parameter size. Zbl 1326.94035Lin, Xiaodong; Pittman, Jennifer; Clarke, Bertrand 4 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 10 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 Decomposing posterior variance. Zbl 1032.62024Gustafson, Paul; Clarke, Bertrand 5 2004 Manifest characterization and testing for certain latent properties. Zbl 1012.62119Yuan, A.; Clarke, B. 5 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. 4 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. 54 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. 71 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 318 Authors 21 Clarke, Bertrand S. 7 Ghosh, Malay 6 Grünwald, Peter D. 5 Yang, Yuhong 4 Komaki, Fumiyasu 4 Yu, ChiWai 3 Berger, James Orvis 3 Clarke, Jennifer Lynn 3 Gyllenberg, Mats 3 Koski, Timo J. T. 3 Le, Tri Van 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 Gassiat, Elisabeth 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 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 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 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 1 Chakrabarti, Arijit 1 Chambaz, Antoine 1 Chang, Kuang-Chao 1 Chen, Daqing 1 Chimenos, Anabel Usie 1 Chopin, Nicolas ...and 218 more Authors all top 5 Cited in 69 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 Electronic Journal of Statistics 4 Journal of Multivariate Analysis 4 Econometric Reviews 3 Mathematical Biosciences 3 Annals of the Institute of Statistical Mathematics 3 International Statistical Review 3 Journal of Econometrics 3 Theoretical Computer Science 3 Statistics & Probability Letters 3 Computational Statistics 3 Journal of Statistical Computation and Simulation 3 Entropy 3 Statistical Analysis and Data Mining 2 Communications in Mathematical Physics 2 Psychometrika 2 Journal of Mathematical Psychology 2 Kybernetika 2 Statistical Science 2 Information and Computation 2 Neural Networks 2 Communications in Statistics. Theory and Methods 2 Computational Statistics and Data Analysis 2 Statistical Papers 2 Lifetime Data Analysis 2 Bernoulli 2 Journal of Applied Statistics 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 Operations Research 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 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 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 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 Japanese Journal of Statistics and Data Science all top 5 Cited in 14 Fields 138 Statistics (62-XX) 21 Computer science (68-XX) 16 Information and communication theory, circuits (94-XX) 13 Biology and other natural sciences (92-XX) 11 Numerical analysis (65-XX) 11 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 9 Probability theory and stochastic processes (60-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 Statistical mechanics, structure of matter (82-XX) Citations by Year