Concepedia

Fan Yang

FY

12

Publications

449

Citations

11

H-Index

2012

Active since

Affiliations

University of Pennsylvania(Current)

University of California, Los Angeles

Duke University

University of Wisconsin–Madison

University of Minnesota

Fan Yang is an author at University of Pennsylvania specializing in statistics, engineering, and statistical inference.

Top concepts

StatisticsEngineeringStatistical InferenceSpectral TheorySignal ProcessingPhysicsProbabilityData ScienceApplied PhysicsEstimation Theory

Publications per year

2012–2023

12

Publications

12

Central limit theorems for classical likelihood ratio tests for high-dimensional normal distributions

Tiefeng Jiang, Fan Yang · The Annals of Statistics · 2013 · 152 citations

Central Limit Theorems, High-dimensional Method, Test Statistics +7

Likelihood ratio tests for covariance matrices of high-dimensional normal distributions

Dandan Jiang, Tiefeng Jiang, Fan Yang · Journal of Statistical Planning and Inference · 2012 · 78 citations

High-dimensional Method, Gaussian Process, Statistical Inference +4

A necessary and sufficient condition for edge universality at the largest singular values of covariance matrices

Xiucai Ding, Fan Yang · The Annals of Applied Probability · 2018 · 51 citations · Full text

Spectral Theory, Engineering, Matrix Analysis +10

Spiked separable covariance matrices and principal components

Xiucai Ding, Fan Yang · The Annals of Statistics · 2021 · 45 citations · Full text

Spectral Theory, Engineering, Nonoutlier Eigenvectors +10

How to Reduce Dimension With PCA and Random Projections?

Fan Yang, Sifan Liu, Edgar Dobriban et al. · IEEE Transactions on Information Theory · 2021 · 29 citations · Full text

Low-rank Approximation, Engineering, Machine Learning +15

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