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Mechanistic Hierarchical Gaussian Processes.
Wheeler MW, Dunson DB, Pandalai SP, Baker BA, Herring AH. Wheeler MW, et al. Among authors: dunson db. J Am Stat Assoc. 2014 Jul;109(507):894-904. doi: 10.1080/01621459.2014.899234. J Am Stat Assoc. 2014. PMID: 25541568 Free PMC article.
Bayesian factorizations of big sparse tensors.
Zhou J, Bhattacharya A, Herring A, Dunson D. Zhou J, et al. J Am Stat Assoc. 2015;110(512):1562-1576. doi: 10.1080/01621459.2014.983233. Epub 2016 Jan 15. J Am Stat Assoc. 2015. PMID: 31210707 Free PMC article.
Bayesian Local Extremum Splines.
Wheeler MW, Dunson DB, Herring AH. Wheeler MW, et al. Among authors: dunson db. Biometrika. 2017 Dec;104(4):939-952. Biometrika. 2017. PMID: 29422695 Free PMC article.
Nonparametric Bayes modeling for case control studies with many predictors.
Zhou J, Herring AH, Bhattacharya A, Olshan AF, Dunson DB; National Birth Defects Prevention Study. Zhou J, et al. Among authors: dunson db. Biometrics. 2016 Mar;72(1):184-92. doi: 10.1111/biom.12411. Epub 2015 Sep 22. Biometrics. 2016. PMID: 26394204 Free PMC article.
Nonparametric Bayes modeling with sample survey weights.
Kunihama T, Herring AH, Halpern CT, Dunson DB. Kunihama T, et al. Among authors: dunson db. Stat Probab Lett. 2016 Jun;113:41-48. doi: 10.1016/j.spl.2016.02.009. Epub 2016 Mar 4. Stat Probab Lett. 2016. PMID: 31427835 Free PMC article.
239 results