Concepedia

Lingzhou Xue

LX

33

Publications

1.6K

Citations

20

H-Index

2007

Active since

Affiliations

Pennsylvania State University(Current)

University of Minnesota

Princeton University

University of Notre Dame

Twin Cities Orthopedics

Lingzhou Xue is an author at Pennsylvania State University specializing in engineering, data science, and statistics.

Top concepts

EngineeringStatisticsData ScienceFunctional Data AnalysisStatistical InferenceBusinessBiostatisticsMachine LearningEstimation TheoryMedicine

Publications per year

2007–2023

33

Publications

33

Strong oracle optimality of folded concave penalized estimation

Jianqing Fan, Lingzhou Xue, Hui Zou · The Annals of Statistics · 2014 · 316 citations · Full text

Mathematical Programming, Concave Penalization Methods, Engineering +16

A Selective Overview of Sparse Principal Component Analysis

Hui Zou, Lingzhou Xue · Proceedings of the IEEE · 2018 · 172 citations

Positive-Definite ℓ<sub>1</sub>-Penalized Estimation of Large Covariance Matrices

Lingzhou Xue, Shiqian Ma, Hui Zou · Journal of the American Statistical Association · 2012 · 165 citations

Covariance Estimator, Sparse Representation, Engineering +9

An integrin αIIbβ3 intermediate affinity state mediates biomechanical platelet aggregation

Yunfeng Chen, Lining Arnold Ju, Fangyuan Zhou et al. · Nature Materials · 2019 · 151 citations

Mechanobiology, Signal Transduction, Engineering +10

Empirical Likelihood Semiparametric Regression Analysis for Longitudinal Data

Lingzhou Xue, Lixing Zhu · Biometrika · 2007 · 120 citations

Semiparametric Regression Model, Empirical Likelihood, Latent Modeling +14

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