Le Bao

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All published works

Action	Title	Year	Authors
+	Approximate cross-validated mean estimates for Bayesian hierarchical regression models	2024	A. Q. Zhang Michael J. Daniels Changcheng Li Le Bao
+ PDF Chat	Dynamic models augmented by hierarchical data: an application of estimating HIV epidemics at sub-national level	2024	Le Bao Xiaoyue Niu Tim Brown Jeffrey W. Eaton
+	Bayesian Spatial Methods and Public Opinion of Geographical Areas	2024	Le Bao Jamie L. Carson Jeff Gill
+	Dynamic Models Augmented by Hierarchical Data: An Application Of Estimating HIV Epidemics At Sub-National And Sub-Population Level	2024	Le Bao Xiaoyue Niu Tim Brown Jeffrey W. Eaton
+	A Decentralized Proximal Gradient Tracking Algorithm for Composite Optimization on Riemannian Manifolds	2024	Lei Wang Le Bao Xin Liu
+	Multivariate spatial modelling for predicting missing HIV prevalence rates among key populations	2023	Zhou Lan Le Bao
+ PDF Chat	Estimating HIV epidemics for subnational areas	2023	Le Bao Xiaoyue Niu Mary Mahy Peter D. Ghys
+	Probabilistic HIV recency classification—a logistic regression without labeled individual level training data	2023	Ben Sheng Changcheng Li Le Bao Runze Li
+ PDF Chat	A Correlated Network Scale-Up Model: Finding the Connection Between Subpopulations	2023	Ian Laga Le Bao Xiaoyue Niu
+	A Likelihood Approach to Incorporating Self-Report Data in HIV Recency Classification	2023	Wenlong Yang Danping Liu Le Bao Runze Li
+	What we can learn from the exported cases in detecting disease outbreaks – a case study of the COVID-19 epidemic	2022	Le Bao Xiaoyue Niu Ying Zhang
+	A Bayesian hierarchical model for combining multiple data sources in population size estimation	2022	Jacob Parsons Xiaoyue Niu Le Bao
+	Causal Structural Learning on MPHIA Individual Dataset	2022	Le Bao Changcheng Li Runze Li Songshan Yang
+	Information Borrowing in Regression Models	2022	Amy Zhang Le Bao Michael J. Daniels
+	Causal Structural Learning on MPHIA Individual Dataset	2022	Le Bao Changcheng Li Runze Li Songshan Yang
+	A unified approach for outliers and influential data detection: The value of information in retrospect	2021	Jacob Parsons Le Bao
+	Modeling the Marked Presence-Only Data: A Case Study of Estimating the Female Sex Worker Size in Malawi	2021	Ian Laga Xiaoyue Niu Le Bao
+ PDF Chat	Thirty Years of The Network Scale-up Method	2021	Ian Laga Le Bao Xiaoyue Niu
+	Probabilistic HIV Recency Classification -- A Logistic Regression without Labeled Individual Level Training Data	2021	Ben Sheng Changcheng Li Le Bao Runze Li
+	A Correlated Network Scale-up Model: Finding the Connection Between Subpopulations	2021	Ian Laga Le Bao Xiaoyue Niu
+	Evaluating the relative contribution of data sources in a Bayesian analysis with the application of estimating the size of hard to reach populations	2020	Jacob Parsons Xiaoyue Niu Le Bao
+	What Can We Learn from the Travelers Data in Detecting Disease Outbreaks -- A Case Study of the COVID-19 Epidemic	2020	Le Bao Ying Zhang Xiaoyue Niu
+	A Joint Spatial Conditional Auto-Regressive Model for Estimating HIV Prevalence Rates Among Key Populations	2020	Zhou Lan Le Bao
+	Evaluating the relative contribution of data sources in a Bayesian analysis with the application of estimating the size of hard to reach populations	2020	Jacob Parsons Xiaoyue Niu Le Bao
+	Approximate Cross-validated Mean Estimates for Bayesian Hierarchical Regression Models	2020	Amy X. Zhang Le Bao Michael J. Daniels
+	A Bayesian hierarchical modeling approach to combining multiple data sources: A case study in size estimation	2020	Jacob Parsons Xiaoyue Niu Le Bao
+	Modeling the Marked Presence-only Data: A Case Study of Estimating the Female Sex Worker Size in Malawi	2019	Ian Laga Xiaoyue Niu Le Bao
+	The Value of Information in Retrospect	2018	Jacob Parsons Le Bao
+	Assignment of endogenous retrovirus integration sites using a mixture model	2017	David R. Hunter Le Bao Mary Poss
+ PDF Chat	Incorporation of hierarchical structure into estimation and projection package fitting with examples of estimating subnational HIV/AIDS dynamics	2017	Xiaoyue Niu Amy Zhang Tim Brown Robert Puckett Mary Mahy Le Bao
+	Incorporating Hierarchical Structure Into Dynamic Systems: An Application Of Estimating HIV Epidemics At Sub-National And Sub-Population Level	2016	Le Bao Ben Sheng Xiaoyue Niu Yuan Tang Tim Brown Peter D. Ghys Jeff Eaton
+	Modeling the Dynamics of an HIV Epidemic	2016	Jason R. Thomas Le Bao
+	Assigning polymorphic endogenous retrovirus integration sites using a mixture model	2015	Le Bao David R. Hunter Mary Poss
+	Assignment of endogenous retrovirus integration sites using a mixture model	2015	David R. Hunter Le Bao Mary Poss
+ PDF Chat	Estimating the sizes of populations at risk of HIV infection from multiple data sources using a Bayesian hierarchical model	2015	Le Bao Adrian E. Raftery Amala Reddy
+	Assignment of endogenous retrovirus integration sites using a mixture model	2015	David R. Hunter Le Bao Mary Poss
+	Estimating HIV Epidemics for Sub-National Areas	2015	Le Bao Xiaoyue Niu Mary Mahy Peter D. Ghys
+	Clustering pipeline for determining consensus sequences in targeted next-generation sequencing	2014	Raunaq Malhotra Daniel Elleder Le Bao David R. Hunter Raj Acharya Mary Poss
+	A Hierarchical Model for Estimating HIV Epidemics	2014	Le Bao Mary Mahy Xiaoyue Niu Tim Brown Peter D. Ghys
+	Clustering pipeline for determining consensus sequences in targeted next-generation sequencing	2014	Raunaq Malhotra Daniel Elleder Le Bao David R. Hunter Raj Acharya Mary Poss
+ PDF Chat	A new infectious disease model for estimating and projecting HIV/AIDS epidemics	2012	Le Bao
+	Estimation and Clustering with Infinite Rankings	2012	Marina Meilă Le Bao
+ PDF Chat	Estimating and Projecting Trends in HIV/AIDS Generalized Epidemics Using Incremental Mixture Importance Sampling	2010	Adrian E. Raftery Le Bao

Common Coauthors

Coauthor	Papers Together
Xiaoyue Niu	18
David R. Hunter	6
Mary Poss	6
Jacob Parsons	6
Runze Li	5
Tim Brown	5
Ian Laga	5
Peter D. Ghys	4
Changcheng Li	4
Mary Mahy	4
Ben Sheng	3
Michael J. Daniels	3
Raj Acharya	2
Raunaq Malhotra	2
Daniel Elleder	2
Zhou Lan	2
Jeffrey W. Eaton	2
Adrian E. Raftery	2
Songshan Yang	2
Xin Liu	1
A. Q. Zhang	1
Danping Liu	1
Marina Meilă	1
Jason R. Thomas	1
Jeff Gill	1
Amy X. Zhang	1
Robert Puckett	1
Wenlong Yang	1
Jamie L. Carson	1
Ying Zhang	1
Lei Wang	1
Amy Zhang	1
Amy Zhang	1
Ying Zhang	1
Amala Reddy	1
Jeff Eaton	1
Yuan Tang	1
Changcheng Li	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	A new infectious disease model for estimating and projecting HIV/AIDS epidemics	2012	Le Bao	7
+ PDF Chat	Probabilistic projections of HIV prevalence using Bayesian melding	2007	Leontine Alkema Adrian E. Raftery Samuel J. Clark	7
+	Estimating population size using the network scale up method	2015	Rachael Maltiel Adrian E. Raftery Tyler H. McCormick Aaron Baraff	5
+	Prior distributions for variance parameters in hierarchical models (comment on article by Browne and Draper)	2006	Andrew Gelman	5
+ PDF Chat	Flexible epidemiological model for estimates and short-term projections in generalised HIV/AIDS epidemics	2010	Daniel R Hogan Alan M. Zaslavsky James K. Hammitt Joshua A. Salomon	5
+ PDF Chat	Value of Information: Sensitivity Analysis and Research Design in Bayesian Evidence Synthesis	2019	Christopher Jackson Anne M. Presanis Stefano Conti Daniela De Angelis	4
+	Decision-Theoretic Measures of Influence in Regression	1986	Peter J. Kempthorne	4
+	Expected Value of Sample Information Calculations in Medical Decision Modeling	2004	A. E. Ades G. Lu Karl Claxton	4
+ PDF Chat	A stochastic infection rate model for estimating and projecting national HIV prevalence rates	2010	Liang Bao Adrian E. Raftery	4
+	Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations	2009	Håvard Rue Sara Martino Nicolás Chopin	4
+ PDF Chat	Estimating and Projecting Trends in HIV/AIDS Generalized Epidemics Using Incremental Mixture Importance Sampling	2010	Adrian E. Raftery Le Bao	4
+ PDF Chat	Estimating the size of key populations	2014	Abu Abdul-Quader Andrew L. Baughman Wolfgang Hladik	4
+ PDF Chat	Generalizing the Network Scale-up Method	2016	Dennis M. Feehan Matthew Salganik	3
+ PDF Chat	<b>brms</b>: An <i>R</i> Package for Bayesian Multilevel Models Using <i>Stan</i>	2017	Paul‐Christian Bürkner	3
+ PDF Chat	<i>Stan</i>: A Probabilistic Programming Language	2017	Bob Carpenter Andrew Gelman Matthew D. Hoffman Daniel C. Lee Ben Goodrich Michael Betancourt Marcus A. Brubaker Jiqiang Guo Peter Li Allen Riddell	3
+ PDF Chat	Incorporation of hierarchical structure into estimation and projection package fitting with examples of estimating subnational HIV/AIDS dynamics	2017	Xiaoyue Niu Amy Zhang Tim Brown Robert Puckett Mary Mahy Le Bao	3
+ PDF Chat	Thirty Years of The Network Scale-up Method	2021	Ian Laga Le Bao Xiaoyue Niu	3
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	2
+	Local Model Influence	1989	Robert E. McCulloch	2
+	Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing	1992	Diane Lambert	2
+	Maximum likelihood estimation via the ECM algorithm: A general framework	1993	Xiao‐Li Meng Donald B. Rubin	2
+	Estimation in Parallel Randomized Experiments	1981	Donald B. Rubin	2
+	Expected Value of Sample Information for Multi-Arm Cluster Randomized Trials with Binary Outcomes	2013	Nicky J. Welton Jason Madan Deborah M Caldwell T. J. Peters A. E. Ades	2
+	Statistics in Epidemiology: The Case-Control Study	1996	N. E. Breslow	2
+	A two‐stage model for incidence and prevalence in point‐level spatial count data	2011	Virginia Recta Murali Haran James L. Rosenberger	2
+ PDF Chat	Understanding predictive information criteria for Bayesian models	2013	Andrew Gelman Jessica Hwang Aki Vehtari	2
+	Case Influence Analysis in Bayesian Inference	1997	Eric T. Bradlow Alan M. Zaslavsky	2
+	Estimative influence measures for the multivariate general linear model	1985	Wesley O. Johnson Seymour Geisser	2
+ PDF Chat	Approximating cross-validatory predictive evaluation in Bayesian latent variable models with integrated IS and WAIC	2015	Longhai Li Shi Qiu Bei Zhang Cindy Feng	2
+	Spatial Interaction and the Statistical Analysis of Lattice Systems	1974	Julian Besag	2
+	Characterization of count data distributions involving additivity and binomial subsampling	2007	Pedro Puig Jordi Valero	2
+ PDF Chat	Nonparametric Regressin with Correlated Errors	2001	Jean D. Opsomer Yuedong Wang Yuhong Yang	2
+	<b>CARBayes</b>: An<i>R</i>Package for Bayesian Spatial Modeling with Conditional Autoregressive Priors	2013	Duncan Lee	2
+	Clustering pipeline for determining consensus sequences in targeted next-generation sequencing	2014	Raunaq Malhotra Daniel Elleder Le Bao David R. Hunter Raj Acharya Mary Poss	2
+	A New General Biomarker-based Incidence Estimator	2012	Reshma Kassanjee Thomas A. McWalter Till Bärnighausen Alex Welte	2
+ PDF Chat	A Predictive View of the Detection and Characterization of Influential Observations in Regression Analysis	1983	Wesley O. Johnson Seymour Geisser	2
+ PDF Chat	Two simple examples for understanding posterior p-values whose distributions are far from uniform	2013	Andrew Gelman	2
+	Comparing probabilistic methods for outlier detection in linear models	1993	Daniel Peña Irwin Guttman	2
+ PDF Chat	Local influence on posterior distributions under multiplicative modes of perturbation	2007	Angelika van der Linde	2
+	Bayesian Analysis of Regression Error Terms	1975	Arnold Zellner	2
+	A Bayesian approach to outlier detection and residual analysis	1988	Kathryn Chaloner Rollin Brant	2
+ PDF Chat	Riemann Manifold Langevin and Hamiltonian Monte Carlo Methods	2011	Mark Girolami Ben Calderhead	2
+	CODA: convergence diagnosis and output analysis for MCMC	2006	Martyn Plummer Nicky Best Kate Cowles Karen Vines	2
+	Spline Functions in Data Analysis	1974	Svante Wold	2
+ PDF Chat	Deep learning in neural networks: An overview	2014	Jürgen Schmidhuber	2
+ PDF Chat	A simulation-based approach to Bayesian sample size determination for performance under a given model and for separating models	2002	Alan E. Gelfand Fei Wang	2
+	Estimating Bayes Factors via Posterior Simulation with the Laplace—Metropolis Estimator	1997	Steven M. Lewis Adrian E. Raftery	2
+	Bayesian analysis of outlier problems using divergence measures	1995	Fengchun Peng Dipak K. Dey	2
+ PDF Chat	Bayesian sensitivity analysis with the Fisher–Rao metric	2015	Sebastian Kurtek Karthik Bharath	2
+	Fully Model-Based Approaches for Spatially Misaligned Data	2000	Andrew S. Mugglin Bradley P. Carlin Alan E. Gelfand	2