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stat.ME2020
Functional Data Analysis with Causation in Observational Studies: Covariate Balancing Functional Propensity Score for Functional Treatments
Xiaoke Zhang, Wu Xue, Qiyue Wang
Functional data analysis, which handles data arising from curves, surfaces, volumes, manifolds and beyond in a variety of scientific fields, is a rapidly developing area in modern…
stat.AP2020
Average Treatment Effect Estimation in Observational Studies with Functional Covariates
Rui Miao, Wu Xue, Xiaoke Zhang
Functional data analysis is an important area in modern statistics and has been successfully applied in many fields. Although many scientific studies aim to find causations, a pred…