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Journal of Econometrics|June 27, 2022
Bayesian Factor-adjusted Sparse RegressionJianqing Fan, Bai Jiang, Qiang SunJournal of Machine Learning Research : JMLR|September 27, 2021
Hoeffding's inequality for general Markov chains with its applications to statistical learningJianqing Fan, Bai Jiang, Qiang SunStochastic Processes and Their Applications|June 27, 2022
Adaptive Huber Regression on Markov-dependent DataJianqing Fan, Yongyi Guo, Bai JiangJournal of the American Statistical Association|November 3, 2020
Adaptive Huber RegressionQiang Sun, Wen-Xin Zhou, Jianqing FanAnnals of Statistics|June 23, 2018
I-LAMM FOR SPARSE LEARNING: SIMULTANEOUS CONTROL OF ALGORITHMIC COMPLEXITY AND STATISTICAL ERRORJianqing Fan, Han Liu, Qiang Sun, et al.Journal of the American Statistical Association|October 9, 2020
FarmTest: Factor-adjusted robust multiple testing with approximate false discovery controlJianqing Fan, Yuan Ke, Qiang Sun, et al.Scandinavian Journal of Statistics, Theory and Applications|October 19, 2020
Hard thresholding regressionQiang Sun, Bai Jiang, Hongtu Zhu, et al.Statistica Sinica|May 17, 2011
A Selective Overview of Variable Selection in High Dimensional Feature SpaceJianqing Fan, Jinchi LvAnnals of Statistics|August 25, 2017
Asymptotics of empirical eigenstructure for high dimensional spiked covarianceWeichen Wang, Jianqing FanJournal of the American Statistical Association|January 31, 2009
Semiparametric estimation of covariance matrices for longitudinal dataJianqing Fan, Yichao WuPageof 231