3 papers
stat.ME2026
A Novel Tool for Evaluating Effect Modification in Older Adults with ADRD Using Medicare Claims
Yilin Zhang, Michelle Shardell, Jason Falvey +3
Studying consequences following baseline exposures has become increasingly important for advancing comparative effectiveness research using real-world data. This case study evaluat…
stat.ME2025
A New Targeted-Federated Learning Framework for Estimating Heterogeneity of Treatment Effects: A Robust Framework with Applications in Aging Cohorts
Rong Zhao, Jason Falvey, Xu Shi +2
Analyzing data from multiple sources offers valuable opportunities to improve the estimation efficiency of causal estimands. However, this analysis also poses many challenges due t…
stat.ME2023
Analyzing Risk Factors for Post-Acute Recovery in Older Adults with Alzheimer's Disease and Related Dementia: A New Semi-Parametric Model for Large-Scale Medicare Claims
Biyi Shen, Haoyu Ren, Michelle Shardell +2
Nearly 300,000 older adults experience a hip fracture every year, the majority of which occur following a fall. Unfortunately, recovery after fall-related trauma such as hip fractu…