2 papers
stat.ME2025
A Bayesian Approach for Robust Longitudinal Envelope Models
Peng Zeng, Yushan Mu
The envelope model provides a dimension-reduction framework for multivariate linear regression. However, existing envelope methods typically assume normally distributed random erro…
stat.ME2025
Matching-Based Nonparametric Estimation of Group Average Treatment Effects
Peng Wu, Pengtao Zeng, Zhaoqing Tian +1
Heterogeneous treatment effects, which vary according to individual covariates, are crucial in fields such as personalized medicine and tailored treatment strategies. In many appli…