Le Bao

Associate Professor of Statistics

Le Bao

Research Summary

Bayesian methods, data mining, computational methods, applications in health, environmental and social sciences.

Huck Affiliations

Links

Publication Tags

Prospective Studies Rheumatoid Arthritis Epidemics Bayesian Networks Bayesian Hierarchical Model Incidence Evolutionary Algorithms Hiv Medicine Alcohol Drinking Ldl Cholesterol Estimate Genes Drugs Confidence Intervals Estimator Acquired Immunodeficiency Syndrome Medical Problems Genome Wide Association Study Hdl Cholesterol Model Single Nucleotide Polymorphism Population Polymorphism Nucleotides

Most Recent Publications

Dynamic Models Augmented by Hierarchical Data: An Application of Estimating HIV Epidemics At Sub-National And Sub-Population Level

Le Bao, X Niu, Tim Brown, Jeff Eaton, arXiv preprint arXiv:1602.05665

Le Bao, Xiaoyue Niu, Ying Zhang, 2022, Annals of Epidemiology on p. 67-72

A BAYESIAN HIERARCHICAL MODEL FOR COMBINING MULTIPLE DATA SOURCES IN POPULATION SIZE ESTIMATION

Jacob Parsons, Xiaoyue Niu, Le Bao, 2022, Annals of Applied Statistics on p. 1550-1562

Hannah Vanevery, Xiang Gao, Wenhao Yang, Jinmei Su, Nancy Olsen, Le Bao, Bing Lu, Shouling Wu, Liufu Cui, 2022, Nutrients

Probabilistic HIV Recency Classification--A Logistic Regression without Labeled Individual Level Training Data

Ben Sheng, Changcheng Li, Le Bao, R Li, 2022, Annals of Applied Statistics

Le Bao, Changcheng Li, Runze Li, Songshan Yang, 2022, Journal of the American Statistical Association on p. 1642-1655

Hannah Vanevery, Wenhao Yang, Nancy Olsen, Le Bao, Bing Lu, Shouling Wu, Liufu Cui, Xiang Gao, 2021, Nutrients

Zhijun Wu, Zhe Huang, Alice Lichtenstein, Yesong Liu, Shuohua Chen, Yao Jin, Muzi Na, Le Bao, Shouling Wu, Xiang Gao, 2021, BMC Medicine

Ian Laga, Le Bao, Xiaoyue Niu, 2021, Journal of the American Statistical Association on p. 1548-1559

Most-Cited Papers

Tim Brown, Le Bao, Jeffrey W. Eaton, Daniel R. Hogan, Mary Mahy, Kimberly Marsh, Bradley M. Mathers, Robert Puckett, 2014, AIDS on p. S415-S425

Jeffrey W. Eaton, Tim Brown, Robert Puckett, Robert Glaubius, Kennedy Mutai, Le Bao, Joshua A. Salomon, John Stover, Mary Mahy, Timothy B. Hallett, 2019, AIDS on p. S235-S244

Shue Huang, Junjuan Li, Yuntao Wu, Sareh Ranjbar, Aijun Xing, Haiyan Zhao, Yanxiu Wang, Gregory C. Shearer, Le Bao, Alice H. Lichtenstein, Shouling Wu, Xiang Gao, 2018, Journal of the American Heart Association on p. e008814

Ben Sheng, Kimberly Marsh, Aleksandra B. Slavkovic, Simon Gregson, Jeffrey W. Eaton, Le Bao, 2017, AIDS on p. S87-S94

Pauline L. Kamath, Daniel Elleder, Le Bao, Paul C. Cross, John H. Powell, Mary Poss, 2014, Journal of Heredity on p. 173-187

Le Bao, Adrian E. Raftery, Amala Reddy, 2015, Statistics and its Interface on p. 125-136

Obesity as a risk factor for developing functional limitation among older adults: A conditional inference tree analysis

Feon W. Cheng, Xiang Gao, Le Bao, Diane C. Mitchell, Craig Wood, Martin J. Sliwinski, Helen Smiciklas-Wright, Christopher D. Still, David D.K. Rolston, Gordon L. Jensen, 2017, Obesity on p. 1263-1269

Ruowang Li, Scott M. Dudek, Dokyoon Kim, Molly A. Hall, Yuki Bradford, Peggy L. Peissig, Murray H. Brilliant, James G. Linneman, Catherine A. McCarty, Le Bao, Marylyn D. Ritchie, 2016, BioData Mining on p. 18

Conditional Inference Tree for Multiple Gene-Environment Interactions on Myocardial Infarction

Zhijun Wu, Xiuxiu Su, Haihui Sheng, Yanjia Chen, Xiang Gao, Le Bao, Wei Jin, 2017, Archives of Medical Research on p. 546-552