Le Bao
Associate Professor of Statistics
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514C Wartik Lab
University Park, PA 16802 - lub14@psu.edu
- 814-863-1348
Research Summary
Bayesian methods, data mining, computational methods, applications in health, environmental and social sciences.
Huck Affiliations
Links
Publication Tags
Hiv Epidemics Rheumatoid Arthritis Prospective Studies Acquired Immunodeficiency Syndrome Incidence Alcohol Drinking Modeling Estimate Infection Population Drugs Data Mining Infections Ldl Cholesterol Confidence Intervals Equidae Myocardial Infarction Obesity Africa South Of The Sahara History Statistical Models Sex Workers Bayesian Hierarchical Model Genome Wide Association StudyMost 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
Causal Structural Learning on MPHIA Individual Dataset
Le Bao, Changcheng Li, Runze Li, Songshan Yang, Journal of the American Statistical Association
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
Automating document classification with distant supervision to increase the efficiency of systematic reviews: A case study on identifying studies with HIV impacts on female sex workers
Xiaoxiao Li, Amy Zhang, Rabah Al-Zaidy, Amrita Rao, Stefan Baral, Le Bao, C. Lee Giles, 2022, PLoS One
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
Causal Structural Learning on MPHIA Individual Dataset
Le Bao, Changcheng Li, Runze Li, Songshan Yang, 2022, Journal of the American Statistical Association
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
A Unified Approach for Outliers and Influential Data Detection--The Value of Information in Retrospect
Jacob Parsons, Le Bao, 2021, Stat on p. e442
Alcohol consumption and risk of rheumatoid arthritis among Chinese adults
Hannah Vanevery, Wenhao Yang, Nancy Olsen, Le Bao, Bing Lu, Shouling Wu, Liufu Cui, Xiang Gao, 2021, Nutrients
Modeling the Marked Presence-Only Data: A Case Study of Estimating the Female Sex Worker Size in Malawi
Ian Laga, Xiaoyue Niu, Le Bao, 2021, Journal of the American Statistical Association on p. 27-37
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
Modelling national HIV/AIDS epidemics: revised approach in the UNAIDS Estimation and Projection Package 2011.
L. Bao, Joshua A. Salomon, Tim Brown, Adrian E. Raftery, Daniel R. Hogan, 2012, Sexually Transmitted Infections
The Estimation and Projection Package Age-Sex Model and the r-hybrid model
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
A new infectious disease model for estimating and projecting HIV/AIDS epidemics.
L. Bao, 2012, Sexually Transmitted Infections
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 W. Eaton, Le Bao, 2017, AIDS on p. S87-S94
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
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
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
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
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