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David B. Dunson CV

Arts and Sciences Distinguished Professor of Statistical Science
Statistical Science
Box 90251, Durham, NC 27708-0251
218 Old Chemistry Bldg, Durham, NC 27708
CV

Scholarly Works - Book sections


Nonparametric Bayes

Book section · January 1, 2014 I reflect on the past, present, and future of nonparametric Bayesian statistics. Current nonparametric Bayes research tends to be split between theoretical studies, seeking to understand relatively simple models, and machine learning, defining new models a ... Cite

Nonparametric Bayes Regression and Classification Through Mixtures of Product Kernels

Book section · January 19, 2012 It is routine in many fields to collect data having a variety of measurement scales and supports. For example, in biomedical studies for each patient one may collect functional data on a biomarker over time, gene expression values normalized to lie on a hy ... Full text Cite

Fertility Studies

Book section · January 1, 2006 In recent years there has been increasing concern that human exposure to environmental agents may disrupt the endocrine system and alter reproduction. For example, some studies have observed secular declines in semen quality over the past 50 years, and sev ... Full text Cite

Transgenic Mouse Model

Book section · January 1, 2006 Full text Cite

Some issues in assessing human fertility

Book section · January 1, 2001 One of the pleasures of working as an applied statistician is the awareness it brings of the wide diversity of scientific fields to which our profession contributes critical concepts and methods. My own awareness was enhanced by accepting the invitation fr ... Cite