David B. Dunson

Affiliations: 
University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Statistics
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"David Dunson"

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M. Elizabeth (Mary) grad student 1997 Emory
 (http://faculty.washington.edu/betz/Welcome.html)
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Publications

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Lin L, St Thomas B, Zhu H, et al. (2017) Extrinsic local regression on manifold-valued data. Journal of the American Statistical Association. 112: 1261-1273
Li D, Heyer L, Jennings VH, et al. (2016) Personalised estimation of a woman's most fertile days. The European Journal of Contraception & Reproductive Health Care : the Official Journal of the European Society of Contraception. 1-6
Rao V, Lin L, Dunson DB. (2016) Data augmentation for models based on rejection sampling. Biometrika. 103: 319-335
Yang Y, Dunson DB. (2016) Bayesian manifold regression Annals of Statistics. 44: 876-905
Kabisa S(, Dunson DB, Morris JS. (2016) Online Variational Bayes Inference for High-Dimensional Correlated Data Journal of Computational and Graphical Statistics. 25: 426-444
Lock EF, Dunson DB. (2015) Shared kernel Bayesian screening. Biometrika. 102: 829-842
Zhou J, Herring AH, Bhattacharya A, et al. (2015) Nonparametric bayes modeling for case control studies with many predictors. Biometrics
Yazdani A, Dunson DB. (2015) A hybrid bayesian approach for genome-wide association studies on related individuals. Bioinformatics (Oxford, England). 31: 3890-6
Hua Z, Zhu H, Dunson DB. (2015) Semiparametric Bayes local additive models for longitudinal data. Statistics in Biosciences. 7: 90-107
Chabout J, Sarkar A, Dunson DB, et al. (2015) Male mice song syntax depends on social contexts and influences female preferences. Frontiers in Behavioral Neuroscience. 9: 76
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