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stat.CO2025
An Infinite BART model
Marco Battiston, Yu Luo
Bayesian additive regression trees (BART) is a popular Bayesian ensemble model used in regression and classification analysis. Under this modeling framework, the regression functio…
stat.ME2025
A longitudinal Bayesian framework for estimating causal dose-response relationships
Yu Luo, Kuan Liu, Ramandeep Singh +1
Existing causal methods for time-varying exposure and time-varying confounding focus on estimating the average causal effect of a time-varying binary treatment on an end-of-study o…
stat.AP2025
A scalable Bayesian double machine learning framework, with application to racial disproportionality assessment
Yu Luo, Vanessa McNealis, Yijing Li
Racial disproportionality in stop and search practices elicits substantial concerns about its societal and behavioral impacts. In London, Black individuals are about four times mor…