From sparse to dense functional data in high dimensions: revisiting phase transitions from a non-asymptotic perspective

Statistical Learning and Matching Markets

A New Perspective on Empirical Likelihood-Based Inference for Nonparametric Regression: Robust Bias Correction and Wilks Phenomenon

Combining Mendelian randomization and network deconvolution for inference of causal networks with GWAS summary data

Individualized online policy optimization for functional data

Exponential-Family Principal Component Analysis of Two-Dimensional Functional Data with Serial Correlation

Testing Linearity In Semi-Functional Partially Linear Regression Models

Estimation and inference of change points in locally stationary functional time series

Limiting distributions for eigenvalues of sample correlation matrices from heavy-tailed populations

Asymptotics of the spiked eigenvalues of large signal plus noise matrices

Sampling without replacement from a high dimensional finite population

Clustering high-dimensional data: a mean-covariance-based apOn the asymptotic properties of the centerd and noncentered large dimensional signal-plus-noise models with their applications.proach