Publications (27)
An Extreme-Value Approach for Testing the Equality of Large U-Statistic Based Correlation Matrices
Cheng Zhou, Fang Han, Xinsheng Zhang +1
Sparse Median Graphs Estimation in a High Dimensional Semiparametric Model
Fang Han, Han Liu, Brian Caffo
Distribution-Free Tests of Independence in High Dimensions
Fang Han, Shizhe Chen, Han Liu
A Provable Smoothing Approach for High Dimensional Generalized Regression with Applications in Genomics
Fang Han, Hongkai Ji, Zhicheng Ji +1
On the Impact of Dimension Reduction on Graphical Structures
Fang Han, Huitong Qiu, Han Liu +1
High Dimensional Semiparametric Gaussian Copula Graphical Models
Han Liu, Fang Han, Ming Yuan +2
Testing the science/technology relationship by analysis of patent citations of scientific papers after decomposition of both science and technology
Fang Han, Christopher L. Magee
Probability inequalities for high dimensional time series under a triangular array framework
Fang Han, Weibiao Wu
Sterile Neutrino Search Using China Advanced Research Reactor
Gang Guo, Fang Han, Xiangdong Ji +3
Asymptotic joint distribution of extreme eigenvalues and trace of large sample covariance matrix in a generalized spiked population model
Zeng Li, Fang Han, Jianfeng Yao
Statistical analysis of latent generalized correlation matrix estimation in transelliptical distribution
Fang Han, Han Liu
High Dimensional Semiparametric Scale-Invariant Principal Component Analysis
Fang Han, Han Liu
Challenges of Big Data Analysis
Jianqing Fan, Fang Han, Han Liu
The Nonparanormal SKEPTIC
Han Liu, Fang Han, Ming Yuan +2
Pairwise Difference Estimation of High Dimensional Partially Linear Model
Fang Han, Zhao Ren, Yuxin Zhu
On Gaussian Comparison Inequality and Its Application to Spectral Analysis of Large Random Matrices
Fang Han, Sheng Xu, Wen-Xin Zhou
On Estimation of Isotonic Piecewise Constant Signals
Chao Gao, Fang Han, Cun-Hui Zhang
Tail behavior of dependent V-statistics and its applications
Yandi Shen, Fang Han, Daniela Witten
Moment bounds for large autocovariance matrices under dependence
Fang Han, Yicheng Li
ECA: High Dimensional Elliptical Component Analysis in non-Gaussian Distributions
Fang Han, Han Liu
A Direct Estimation of High Dimensional Stationary Vector Autoregressions
Fang Han, Huanran Lu, Han Liu
Joint Estimation of Multiple Graphical Models from High Dimensional Time Series
Huitong Qiu, Fang Han, Han Liu +1
Robust Inference of Risks of Large Portfolios
Jianqing Fan, Fang Han, Han Liu +1
Neural network an1alysis of sleep stages enables efficient diagnosis of narcolepsy
Jens B. Stephansen, Alexander N. Olesen, Mads Olsen +27
On inference validity of weighted U-statistics under data heterogeneity
Fang Han, Tianchen Qian
An Exponential Inequality for U-Statistics under Mixing Conditions
Fang Han
Sparse Principal Component Analysis for High Dimensional Vector Autoregressive Models
Zhaoran Wang, Fang Han, Han Liu