3 papers
stat.AP2024
Estimating the age-conditioned average treatment effects curves: An application for assessing load-management strategies in the NBA
Shinpei Nakamura-Sakai, Laura Forastiere, Brian Macdonald
In the realm of competitive sports, understanding the performance dynamics of athletes, represented by the age curve (showing progression, peak, and decline), is vital. Our researc…
stat.ME2023
Estimation and inference for causal spillover effects in egocentric-network randomized trials in the presence of network membership misclassification
Ariel Chao, Donna Spiegelman, Ashley Buchanan +1
To leverage peer influence and increase population behavioral changes, behavioral interventions often rely on peer-based strategies. A common study design that assesses such strate…
stat.ME2023
Evaluating Spillover Effects in Network-Based Studies In the Presence of Missing Outcomes
TingFang Lee, Ashley L. Buchanan, Natallia Katenka +3
Estimating causal effects in the presence of spillover among individuals embedded within a social network is often challenging with missing information. The spillover effect is the…