David Dunson
Arts And Sciences Distinguished Professor Of Statistical Science And Mathematics
Durham, North Carolina, United States
Summary
👤
Senior🎓
Top SchoolDavid Dunson is an Arts and Sciences Distinguished Professor of Statistical Science and Mathematics at Duke University, with deep expertise in developing practically motivated Bayesian and nonparametric methods for complex, high-dimensional data. He focuses on scalable statistical and machine learning solutions that bridge theory and real-world applications, particularly in ecology, biomedicine, and environmental health. Trained with a PhD in Biostatistics from Emory and a BS in Mathematics from Penn State, he brings an uncommon blend of rigorous probability modeling and computational innovation to latent variable and big-data problems. Over a career spanning academic leadership and NIH-motivated methods development, he is known for translating challenging applied questions into novel statistical frameworks that are both interpretable and computationally tractable.
9 years of coding experience
BS, Mathematics, BS, Mathematics at Penn State UniversityPhD, Biostatistics, PhD, Biostatistics at Emory University
English
Github Skills (3)
bayesian3
machine-learning1
predictive1
Programming languages (3)
Github contributions (5)
david-dunson/Misc
Oct 2018 - Aug 2019
Contributions:9 commits, 8 pushes, 1 branch in 10 months
david-dunson/SPAclassifier
Dec 2018 - Mar 2019
Contributions:8 commits, 7 pushes, 1 branch in 2 months
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