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David B. Dunson

Affiliations: 
University of North Carolina, Chapel Hill, Chapel Hill, NC 
Area:
Statistics
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Parents

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

Children

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Jamie L. Bigelow grad student 2006 UNC Chapel Hill (Epi Tree)
Michael L. Pennell grad student 2006 UNC Chapel Hill
Ju-Hyun Park grad student 2008 UNC Chapel Hill
Yeonseung Chung grad student 2009 UNC Chapel Hill
Zhaowei Hua grad student 2011 UNC Chapel Hill

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BETA: Related publications

Publications

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Jin B, Dunson DB, Rager JE, et al. (2023) Bayesian matrix completion for hypothesis testing. Journal of the Royal Statistical Society. Series C, Applied Statistics. 72: 254-270
Roy A, Borg JS, Dunson DB. (2022) Bayesian time-aligned factor analysis of paired multivariate time series. Journal of Machine Learning Research : Jmlr. 22
Roy A, Lavine I, Herring AH, et al. (2021) PERTURBED FACTOR ANALYSIS: ACCOUNTING FOR GROUP DIFFERENCES IN EXPOSURE PROFILES. The Annals of Applied Statistics. 15: 1386-1404
Moran KR, Dunson D, Wheeler MW, et al. (2021) BAYESIAN JOINT MODELING OF CHEMICAL STRUCTURE AND DOSE RESPONSE CURVES. The Annals of Applied Statistics. 15: 1405-1430
Moran KR, Turner EL, Dunson D, et al. (2021) Bayesian hierarchical factor regression models to infer cause of death from verbal autopsy data. Journal of the Royal Statistical Society. Series C, Applied Statistics. 70: 532-557
Paganin S, Herring AH, Olshan AF, et al. (2020) Centered Partition Processes: Informative Priors for Clustering (with Discussion). Bayesian Analysis. 16: 301-370
Li M, Dunson DB. (2020) Comparing and weighting imperfect models using D-probabilities. Journal of the American Statistical Association. 115: 1349-1360
Roy A, Dunson DB. (2020) Nonparametric graphical model for counts. Journal of Machine Learning Research : Jmlr. 21
Sen D, Sachs M, Lu J, et al. (2020) Efficient posterior sampling for high-dimensional imbalanced logistic regression. Biometrika. 107: 1005-1012
Legramanti S, Durante D, Dunson DB. (2020) Bayesian cumulative shrinkage for infinite factorizations. Biometrika. 107: 745-752
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