265 citations
- University of WashingtonUS61 papers
- Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South AfricaZA22 papers
- University of California, BerkeleyUS11 papers
- University of California, Los AngelesUS10 papers
- Cancer Research CenterUS9 papers
- Cancer Research And BiostatisticsUS7 papers
- Howard Hughes Medical InstituteUS7 papers
- University of Wisconsin–MadisonUS7 papers
- Max Planck Institute for Dynamics and Self-OrganizationDE6 papers
- University of California, IrvineUS6 papers
- University of AlbertaCA5 papers
- University of PennsylvaniaUS5 papers
18 papers · 1 filter
A joint Bayesian hierarchical model for estimating SARS-CoV-2 diagnostic and subgenomic RNA viral dynamics and seroconversion
Tracy Q. Dong, Elizabeth R. Brown
Understanding the viral dynamics and immunizing antibodies of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is crucial for devising better therapeutic and preven…
Use of Non-concurrent Common Control in Master Protocols in Oncology Trials: Report of an American Statistical Association Biopharmaceutical Section Open Forum Discussion
Rajeshwari Sridhara, Olga Marchenko, Qi Jiang +14
This article summarizes the discussions from the American Statistical Association (ASA) Biopharmaceutical (BIOP) Section Open Forum that took place on December 10, 2020 and was org…
Rapid Detection of Hot-spots via Tensor Decomposition with applications to Crime Rate Data
Yujie Zhao, Hao Yan, Sarah Holte +1
We propose an efficient statistical method (denoted as SSR-Tensor) to robustly and quickly detect hot-spots that are sparse and temporal-consistent in a spatial-temporal dataset th…
Rapid Detection of Hot-spot by Tensor Decomposition with Application to Weekly Gonorrhea Data
Yujie Zhao, Hao Yan, Sarah E. Holte +2
In many bio-surveillance and healthcare applications, data sources are measured from many spatial locations repeatedly over time, say, daily/weekly/monthly. In these applications,…
On Data Enriched Logistic Regression
Cheng Zheng, Sayan Dasgupta, Yuxiang Xie +2
Biomedical researchers usually study the effects of certain exposures on disease risks among a well-defined population. To achieve this goal, the gold standard is to design a trial…
Marginalized Frailty-Based Illness-Death Model: Application to the UK-Biobank Survival Data
Malka Gorfine, Nir Keret, Asaf Ben Arie +2
The UK Biobank is a large-scale health resource comprising genetic, environmental and medical information on approximately 500,000 volunteer participants in the UK, recruited at ag…