most citedFrom Sparse to Dense Functional Data: Phase Transitions from a Simultaneous Inference Perspective

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stat.ME2024★ 1 cited

From Sparse to Dense Functional Data: Phase Transitions from a Simultaneous Inference Perspective

Leheng Cai, Qirui Hu

We aim to develop simultaneous inference tools for the mean function of functional data from sparse to dense. First, we derive a unified Gaussian approximation to construct simulta…