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stat.ME2025
Simultaneous Estimation of Multiple Treatment Effects from Observational Studies
Xiaochuan Shi, Dehan Kong, Linbo Wang
Unmeasured confounding presents a significant challenge in causal inference from observational studies. Classical approaches often rely on collecting proxy variables, such as instr…
stat.ME2024
Functional principal component analysis with informative observation times
Peijun Sang, Dehan Kong, Shu Yang
Functional principal component analysis has been shown to be invaluable for revealing variation modes of longitudinal outcomes, which serves as important building blocks for foreca…