Lingzhou Xue
18 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-8252-0637
Department of Statistics, The Pennsylvania State University, University Park , PA 16802 , USA
Publications
- Nonlinear global Fréchet regression for random objects via weak conditional expectation — The Annals of Statistics 2025
- A Graphical Point Process Framework for Understanding Removal Effects in Multi-Touch Attribution — Management Science 2025
- A latent variable mixture model for composition-on-composition regression with application to chemical recycling — The Annals of Applied Statistics 2024
- Dimension Reduction for Fréchet Regression — Journal of the American Statistical Association 2024
- Fisher’s Combined Probability Test for High-Dimensional Covariance Matrices — Journal of the American Statistical Association 2024
- An Additive Graphical Model for Discrete Data — Journal of the American Statistical Association 2024
- Robust High-Dimensional Regression with Coefficient Thresholding and Its Application to Imaging Data Analysis — Journal of the American Statistical Association 2024
- Power-Enhanced Simultaneous Test of High-Dimensional Mean Vectors and Covariance Matrices with Application to Gene-Set Testing — Journal of the American Statistical Association 2023
- Inverse moment methods for sufficient forecasting using high-dimensional predictors — Biometrika 2022
- Riemannian Stochastic Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
- Using a hidden Markov model to measure earnings quality☆ — Journal of Accounting and Economics 2020
- Multitask Quantile Regression Under the Transnormal Model — Journal of the American Statistical Association 2016
- Strong oracle optimality of folded concave penalized estimation — The Annals of Statistics 2014
- Positive-Definite ℓ1-Penalized Estimation of Large Covariance Matrices — Journal of the American Statistical Association 2012
- Nonconcave penalized composite conditional likelihood estimation of sparse Ising models — The Annals of Statistics 2012 (name-matched, not ORCID-linked)
- Regularized rank-based estimation of high-dimensional nonparanormal graphical models — The Annals of Statistics 2012 (name-matched, not ORCID-linked)
- Empirical Likelihood Semiparametric Regression Analysis for Longitudinal Data — Biometrika 2007
- A copula graphical model for multi-attribute data using optimal transport — Journal of the Royal Statistical Society: Series B (Statistical Methodology)