Department of Biostatistics
Bloomberg School of Public Health
Johns Hopkins University
Office 3650
615 N Wolfe ST
Baltimore, MD 21205, USA
Scott Zeger
Professor of Biostatistics
Johns Hopkins Bloomberg School of Public Health
Papers (partial)
1. baker: An R package for Nested Partially-Latent Class Models. Irena Chen, Qiyuan Shi, Scott Zeger, Zhenke Wu (submitted) ► [paper link] [code] [pdf]
2. Using a Bayesian Approach to Predict Patients’ Health and Response to Treatment. Scott Zeger, Zhenke Wu, Yates Coley, Anthony Todd Fojo, Bal Carter, Katherine O'Brien, Peter Zandi, Mary Cooke, Vince Carey, Ciprian Crainiceanu, John Muscelli, Adrian Gherman, Jason Mekosh (2020) ► Patient-Centered Outcomes Research Institute (PCORI) [doi]
3. A Bayesian Approach to Restricted Latent Class Models for Scientifically-Structured Clustering of Multivariate Binary Outcomes. Zhenke Wu, Livia Casciola-Rosen, Antony Rosen, Scott Zeger (2020) ► Biometrics [paper link] [code] [doi] [pdf] [supplement] [slides]
4. Bayesian Estimation of Pneumonia Etiology: Epidemiologic Considerations and Applications to the Pneumonia Etiology Research for Child Health Study. Maria Deloria-Knoll, Wei Fu, Qiyuan Shi, Christine Prosperi, Zhenke Wu, Laura Hammitt, Daniel R. Feikin, Henry C. Baggett, Stephen R.C. Howie, J. Anthony G. Scott, David R. Murdoch, Shabir A. Madhi, Donald M. Thea, W. Abdullah Brooks, Karen L. Kotloff, Mengying Li, Daniel E. Park, Wenyi Lin, Orin S. Levine, Katherine O’Brien, Scott Zeger (2017) ► Clinical Infectious Diseases [paper link] [doi]
5. Estimating AutoAntibody Signatures to Detect Autoimmune Disease Patient Subsets. Zhenke Wu, Livia Casciola-Rosen, Ami A. Shah, Antony Rosen, Scott Zeger (2017) ► Biostatistics [paper link] [code] [doi] [pdf] [supplement] [slides]
6. Nested Partially-Latent Class Models for Dependent Binary Data; Estimating Disease Etiology. Zhenke Wu, Maria Deloria-Knoll, Scott Zeger (2016) ► Biostatistics. [code] [doi] [pdf] [supplement] [slides]
7. Partially Latent Class Models for Case–Control Studies of Childhood Pneumonia Aetiology. Zhenke Wu, Maria Deloria-Knoll, Laura Hammitt, Scott Zeger, for the Pneumonia Etiology Research for Child Health Core Team (2015) ► Journal of Royal Statistical Society: Series C (Applied Statistics) [code] [pdf]