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Nonparametric Bayes modeling for case control studies with many predictors
Authors:Jing Zhou  Amy H. Herring  Anirban Bhattacharya  Andrew F. Olshan  David B. Dunson  and The National Birth Defects Prevention Study
Affiliation:1. Department of Biostatistics, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, U.S.A.;2. Carolina Population Center, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, U.S.A.;3. Department of Statistics, Texas A&M University, College Station, Texas 77843, U.S.A.;4. Department of Epidemiology, The University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599, U.S.A.;5. Departments of Statistical Science, Electrical and Computer Engineering, and Mathematics, Duke University, Durham, North Carolina 27708, U.S.A.
Abstract:
Keywords:Bayesian nonparametrics  Big data  Epidemiology  Retrospective likelihood  Sparse parallel factor analysis model  Tensor factorization
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