Zhenhua Lin

17 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-1690-9713

Department of Statistics, National University of Singapore, Singapore

Publications

Two-sample distribution tests in high dimensions via max-sliced Wasserstein distance and bootstrapping — Biometrika 2025
Optimal One-Pass Nonparametric Estimation Under Memory Constraint — Journal of the American Statistical Association 2024
Wasserstein Regression — Journal of the American Statistical Association 2023
High-Dimensional MANOVA Via Bootstrapping and Its Application to Functional and Sparse Count Data — Journal of the American Statistical Association 2023
Additive models for symmetric positive-definite matrices and Lie groups — Biometrika 2023
Causal inference on distribution functions — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
On boosting the power of Chatterjee’s rank correlation — Biometrika 2023
Mean and Covariance Estimation for Functional Snippets — Journal of the American Statistical Association 2022
Intrinsic Riemannian functional data analysis for sparse longitudinal observations — The Annals of Statistics 2022
Basis expansions for functional snippets — Biometrika 2021
Total variation regularized Fréchet regression for metric-space valued data — The Annals of Statistics 2021
Functional regression on the manifold with contamination — Biometrika 2021
Bootstrapping max statistics in high dimensions: Near-parametric rates under weak variance decay and application to functional and multinomial data — The Annals of Statistics 2020
Intrinsic Riemannian functional data analysis — The Annals of Statistics 2019
Mixture inner product spaces and their application to functional data analysis — The Annals of Statistics 2018
Stationarity of Manifold Time Series — Journal of the American Statistical Association
Optimal estimation in private distributed functional data analysis — Journal of the American Statistical Association