Xiucai Ding

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

ORCID: 0000-0002-6539-3613

Department of Statistics, University of California at Davis , Davis, CA , USA

Publications

• Two Sample Test for Covariance Matrices in Ultra-High Dimension — Journal of the American Statistical Association 2025
• Kernel Spectral Joint Embeddings for High-Dimensional Noisy Datasets Using Duo-Landmark Integral Operators — Journal of the American Statistical Association 2025
• On the partial autocorrelation function for locally stationary time series: characterization, estimation and inference — Biometrika 2025
• Learning low-dimensional nonlinear structures from high-dimensional noisy data: An integral operator approach — The Annals of Statistics 2023
• AutoRegressive approximations to nonstationary time series with inference and applications — The Annals of Statistics 2023
• Statistical inference for principal components of spiked covariance matrices — The Annals of Statistics 2022
• Singular vector and singular subspace distribution for the matrix denoising model — The Annals of Statistics 2021
• Spiked separable covariance matrices and principal components — The Annals of Statistics 2021
• Estimation and inference for precision matrices of nonstationary time series — The Annals of Statistics 2020
• Structural classification of locally stationary time series based on second-order characteristics — Journal of the Royal Statistical Society: Series B (Statistical Methodology)