Information-theoretic asymptotics of Bayes methods BS Clarke, AR Barron IEEE Transactions on Information Theory 36 (3), 453-471, 1990 | 590 | 1990 |
Shrink globally, act locally: Sparse Bayesian regularization and prediction NG Polson, JG Scott Bayesian statistics 9 (501-538), 105, 2010 | 584 | 2010 |
Principles and theory for data mining and machine learning B Clarke, E Fokoue, HH Zhang Springer Science & Business Media, 2009 | 510 | 2009 |
Jeffreys' prior is asymptotically least favorable under entropy risk BS Clarke, AR Barron Journal of Statistical planning and Inference 41 (1), 37-60, 1994 | 421 | 1994 |
Comparing Bayes model averaging and stacking when model approximation error cannot be ignored B Clarke Journal of Machine Learning Research 4 (Oct), 683-712, 2003 | 172 | 2003 |
Statistical expression deconvolution from mixed tissue samples J Clarke, P Seo, B Clarke Bioinformatics 26 (8), 1043-1049, 2010 | 81 | 2010 |
Implications of reference priors for prior information and for sample size B Clarke Journal of the American Statistical Association 91 (433), 173-184, 1996 | 55 | 1996 |
Predicting antibiotic resistance gene abundance in activated sludge using shotgun metagenomics and machine learning Y Sun, B Clarke, J Clarke, X Li Water Research 202, 117384, 2021 | 52 | 2021 |
Predictive statistics: Analysis and inference beyond models BS Clarke, JL Clarke Cambridge University Press, 2018 | 48 | 2018 |
A Bayes Interpretation of Stacking for -Complete and -Open Settings T Le, B Clarke | 42 | 2017 |
Reference priors under the chi-squared distance B Clarke, D Sun Sankhyā: The Indian Journal of Statistics, Series A, 215-231, 1997 | 42 | 1997 |
Noninformative priors and nuisance parameters B Clarke, L Wasserman Journal of the American Statistical Association 88 (424), 1427-1432, 1993 | 40 | 1993 |
Asymptotic normality of the posterior in relative entropy BS Clarke IEEE Transactions on Information Theory 45 (1), 165-176, 1999 | 38 | 1999 |
Information optimality and Bayesian modelling B Clarke Journal of Econometrics 138 (2), 405-429, 2007 | 32 | 2007 |
A new method for assembling metabolic networks, with application to the Krebs citric acid cycle JE Mittenthal, B Clarke, TG Waddell, G Fawcett Journal of Theoretical Biology 208 (3), 361-382, 2001 | 32 | 2001 |
Clustering categorical data via ensembling dissimilarity matrices S Amiri, BS Clarke, JL Clarke Journal of Computational and Graphical Statistics 27 (1), 195-208, 2018 | 28 | 2018 |
On the overall sensitivity of the posterior distribution to its inputs B Clarke, P Gustafson Journal of Statistical Planning and Inference 71 (1-2), 137-150, 1998 | 28 | 1998 |
Designing metabolism: Alternative connectivities for the pentose phosphate pathway JE Mittenthal, A Yuan, B Clarke, A Scheeline Bulletin of mathematical biology 60 (5), 815-856, 1998 | 27 | 1998 |
A Bayesian test for excess zeros in a zero-inflated power series distribution A Bhattacharya, BS Clarke, GS Datta Beyond Parametrics in Interdisciplinary Research: Festschrift in Honor of …, 2008 | 26 | 2008 |
Information conversion, effective samples, and parameter size X Lin, J Pittman, B Clarke IEEE transactions on information theory 53 (12), 4438-4456, 2007 | 26 | 2007 |