Jianqing Fan

Jianqing Fan, Juan Gu, Jianqing Fan, 2003, 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003. Proceedings..

A road to classification in high dimensional space: the regularized optimal affine discriminant

Yang Feng, Jianqing Fan, Xin Tong, 2010, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Wavelet deconvolution

Ja-Yong Koo, Jianqing Fan, Jianqing Fan, 2002, IEEE Trans. Inf. Theory.

New Developments in Biostatistics and Bioinformatics

Xihong Lin, Jianqing Fan, Jun S Liu, 2009 .

Challenges of Big Data Analysis.

Han Liu, Jianqing Fan, Fang Han, 2013, National science review.

Sparse High Dimensional Models in Economics.

Lei Qi, Jianqing Fan, Jinchi Lv, 2011, Annual review of economics.

Asymmetry Helps: Eigenvalue and Eigenvector Analyses of Asymmetrically Perturbed Low-Rank Matrices pdf

Chen Cheng, Jianqing Fan, Yuxin Chen, 2018, ArXiv.

An 𝓁p theory of PCA and spectral clustering pdf

Emmanuel Abbe, Jianqing Fan, Kaizheng Wang, 2022, The Annals of Statistics.

Feature Augmentation via Nonparametrics and Selection (FANS) in High-Dimensional Classification

Yang Feng, Jiancheng Jiang, Jianqing Fan, 2013, Journal of the American Statistical Association.

Journal of the American Statistical Association Estimating False Discovery Proportion under Arbitrary Covariance Dependence Estimating False Discovery Proportion under Arbitrary Covariance Dependence

Jianqing Fan, Xu Han, Weijie Gu, 2022 .

Statistical analysis of big data on pharmacogenomics.

Han Liu, Jianqing Fan, Jianqing Fan, 2013, Advanced drug delivery reviews.

Distributions of angles in random packing on spheres

Jianqing Fan, T. Tony Cai, Tiefeng Jiang, 2013, J. Mach. Learn. Res..

Fast Implementations of Nonparametric

Jianqing Fan, S James, MARRONt, 2016 .

Spectral Methods for Data Science: A Statistical Perspective

Yuejie Chi, Jianqing Fan, Yuxin Chen, 2021, Found. Trends Mach. Learn..

Robust high dimensional factor models with applications to statistical machine learning.

Jianqing Fan, Yiqiao Zhong, Kaizheng Wang, 2018, Statistical science : a review journal of the Institute of Mathematical Statistics.

A SHRINKAGE PRINCIPLE FOR HEAVY-TAILED DATA: HIGH-DIMENSIONAL ROBUST LOW-RANK MATRIX RECOVERY.

Weichen Wang, Jianqing Fan, Ziwei Zhu, 2016, Annals of statistics.

Ultrahigh Dimensional Variable Selection: beyond the linear model

Jianqing Fan, Yichao Wu, Richard Samworth, 2008, 0812.3201.

Varying-coefficient functional linear regression

Hans-Georg Muller, Jianqing Fan, Yichao Wu, 2010, 1102.5217.

Error Variance Estimation in Ultrahigh-Dimensional Additive Models

Runze Li, Jianqing Fan, Jianqing Fan, 2018, Journal of the American Statistical Association.

Heterogeneity adjustment with applications to graphical model inference.

Han Liu, Weichen Wang, Jianqing Fan, 2016, Electronic journal of statistics.

Parametrically guided generalised additive models with application to mergers and acquisitions data

Arnab Maity, Jianqing Fan, Yichao Wu, 2013, Journal of nonparametric statistics.

Multitask Quantile Regression Under the Transnormal Model

Hui Zou, Jianqing Fan, Lingzhou Xue, 2016, Journal of the American Statistical Association.

Hazard models with varying coefficients for multivariate failure time data

Jianwen Cai, Yong Zhou, Haibo Zhou, 2007, 0708.0519.

Local quasi-likelihood with a parametric guide.

Yang Feng, Jianqing Fan, Yichao Wu, 2009, Annals of statistics.

Spatially Varying Coefficient Model for Neuroimaging Data With Jump Discontinuities

Hongtu Zhu, Linglong Kong, Jianqing Fan, 2013, Journal of the American Statistical Association.

Multi-Agent Inference in Social Networks: A Finite Population Learning Approach

Jianqing Fan, Jianqing Fan, Xin Tong, 2015, Journal of the American Statistical Association.

Development of Compact SCR Systems with Closely Coupled Injector Configurations

Guanyu Zheng, Jianqing Fan, Fengshuang Wang, 2014 .

Removing intensity effects and identifying significant genes for Affymetrix arrays in macrophage migration inhibitory factor-suppressed neuroblastoma cells.

Jianqing Fan, Jianqing Fan, P. Tam, 2005, Proceedings of the National Academy of Sciences of the United States of America.

Embracing the Blessing of Dimensionality in Factor Models

Guang Cheng, Jianqing Fan, Yuyan Wang, 2016, Journal of the American Statistical Association.

NONPARAMETRIC ESTIMATION OF GENEWISE VARIANCE FOR MICROARRAY DATA.

Yang Feng, Jianqing Fan, Yue S Niu, 2010, Annals of statistics.

Variable selection for multivariate failure time data.

Runze Li, Jianwen Cai, Haibo Zhou, 2005, Biometrika.

Variable Selection via Penalized Likelihood

Jianqing Fan, Runze Liu, Jianqing Fan, 1999 .

A Design-Adaptive Local Polynomial Estimator for the Errors-in-Variables Problem

Raymond J Carroll, Jianqing Fan, Aurore Delaigle, 2009, Journal of the American Statistical Association.

Homogeneity Pursuit

Jianqing Fan, Yichao Wu, Zheng Tracy Ke, 2015, Journal of the American Statistical Association.

Estimation of the false discovery proportion with unknown dependence

Jianqing Fan, Xu Han, Jianqing Fan, 2013, Journal of the Royal Statistical Society. Series B, Statistical methodology.

Homogeneity in Regression

Jianqing Fan, Yichao Wu, Tracy Ke, 2013 .

Average Regression Surface for Dependent Data

Zongwu Cai, Jianqing Fan, Jianqing Fan, 2000 .

Semiparametric Estimation of Covariance Matrixes for Longitudinal Data

Jianqing Fan, Yichao Wu, Jianqing Fan, 2008, Journal of the American Statistical Association.

Local likelihood and local partial likelihood in hazard regression

Irène Gijbels, Jianqing Fan, Jianqing Fan, 1997 .

Partially Linear Hazard Regression for Multivariate Survival Data

Jianwen Cai, Jiancheng Jiang, Haibo Zhou, 2007 .

Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function

Runze Li, Jianqing Fan, Tao Huang, 2007, Journal of the American Statistical Association.

Statistical Analysis of DNA Microarray Data in Cancer Research

Jianqing Fan, Jianqing Fan, Yi Ren, 2006, Clinical Cancer Research.

Partially linear hazard regression with varying coefficients for multivariate survival data

Jianwen Cai, Jiancheng Jiang, Haibo Zhou, 2008 .

Rejoinder for Gaining efficiency via weighted estimators for multivariate failure time data

Jianwen Cai, Yong Zhou, Jianqing Fan, 2009 .

High-dimensional variable selection for Cox's proportional hazards model

Yang Feng, Jianqing Fan, Yichao Wu, 2010, 1002.3315.

Eecient Estimation and Inferences for Varying-coeecient Models

Zongwu Cai, Jianqing Fan, Jianqing Fan, 1999 .