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stat.ME2025
Bootstrap Nonparametric Inference under Data Integration
Zuofeng Shang, Peijun Sang, Chong Jin
We propose multiplier bootstrap procedures for nonparametric inference and uncertainty quantification of the target mean function, based on a novel framework of integrating target…
stat.ME2024
Variational Nonparametric Inference in Functional Stochastic Block Model
Zuofeng Shang, Peijun Sang, Yang Feng +1
We propose a functional stochastic block model whose vertices involve functional data information. This new model extends the classic stochastic block model with vector-valued noda…