Le Bao

Professor of Statistics

Le Bao

Research Summary

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

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Incidence Bayesian Hierarchical Model Hiv Epidemics Estimate Africa South Of The Sahara Rheumatoid Arthritis Ldl Cholesterol Prospective Studies Drugs Sex Workers Acquired Immunodeficiency Syndrome Estimator Model Population Population Density Confidence Intervals Hdl Cholesterol Deer Data Sources Pregnant Women Equidae Stroke Tea Hiv Infection

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

Air pollution estimation under air stagnation—A case study of Beijing

Ying Zhang, Song Xi Chen, Le Bao, 2023, Environmetrics

ESTIMATING HIV EPIDEMICS FOR SUBNATIONAL AREAS

Le Bao, Xiaoyue Niu, Mary Mahy, Peter D. Ghys, 2023, Annals of Applied Statistics on p. 2515-2532

PROBABILISTIC HIV RECENCY CLASSIFICATION—A LOGISTIC REGRESSION WITHOUT LABELED INDIVIDUAL LEVEL TRAINING DATA

Ben Sheng, Changcheng Li, Le Bao, Runze Li, 2023, Annals of Applied Statistics on p. 108-129

Estimating HIV Epidemics for Sub-National Areas

Le Bao, X Niu, Mary Mahy, Peter Ghys, 2023, Annals of Applied Statistics on p. 2515-2532

Mapping the number of female sex workers in countries across sub-Saharan Africa

Ian Laga, X Niu, Katherine Rucinski, Stefan Baral, Amrita Rao, David Chen, Nikita Viswasam, Nancy Phaswana-Mafuya, Daouda Diouf, Keith Sabin, Jinkou Zhao, Jeffrey Eaton, Le Bao, 2023, Proceedings of the National Academy of Sciences of the United States of America

A Correlated Network Scale-Up Model: Finding the Connection Between Subpopulations

Ian Laga, Le Bao, Xiaoyue Niu, 2023, Journal of the American Statistical Association on p. 2515-2524

A unified approach for outliers and influential data detection: The value of information in retrospect

Jacob Parsons, Le Bao, 2022, Stat

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

Low-Density Lipoprotein Cholesterol and the Risk of Rheumatoid Arthritis: A Prospective Study in a Chinese Cohort

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

Most-Cited Papers

Improvements in prevalence trend fitting and incidence estimation in EPP 2013

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

The Estimation and Projection Package Age-Sex Model and the r-hybrid model: New tools for estimating HIV incidence trends in sub-Saharan Africa

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

Tea consumption and longitudinal change in high-density lipoprotein cholesterol concentration in Chinese adults

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

Statistical models for incorporating data from routine HIV testing of pregnant women at antenatal clinics into HIV/AIDS epidemic estimates

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

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

Estimating the sizes of populations at risk of HIV infection from multiple data sources using a Bayesian hierarchical model

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

The population history of endogenous retroviruses in mule deer (odocoileus hemionus)

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

The risk of ischemic stroke and hemorrhagic stroke in Chinese adults with low-density lipoprotein cholesterol concentrations < 70 mg/dL

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

Incorporating incidence information within the UNAIDS estimation and projection package framework: A study based on simulated incidence assay data

Le Bao, Jingyi Ye, Timothy B. Hallett, 2014, AIDS on p. S515-S522

Thirty Years of The Network Scale-up Method

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