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Journal of the American Statistical Association|September 23, 2015
Regularization Methods for High-Dimensional Instrumental Variables Regression With an Application to Genetical GenomicsWei Lin, Rui Feng, Hongzhe LiStatistica Sinica|August 29, 2015
NETWORK-REGULARIZED HIGH-DIMENSIONAL COX REGRESSION FOR ANALYSIS OF GENOMIC DATAHokeun Sun, Wei Lin, Rui Feng, et al.Wiley Interdisciplinary Reviews. Systems Biology and Medicine|September 11, 2013
Systems biology approaches to epidemiological studies of complex diseasesHongzhe LiLifetime Data Analysis|December 11, 2002
An additive genetic gamma frailty model for linkage analysis of diseases with variable age of onset using nuclear familiesHongzhe LiBiostatistics (Oxford, England)|December 6, 2005
Gradient directed regularization for sparse Gaussian concentration graphs, with applications to inference of genetic networksHongzhe Li, Jiang GuiBiostatistics (Oxford, England)|June 15, 2006
Nonparametric pathway-based regression models for analysis of genomic dataZhi Wei, Hongzhe LiBioinformatics (Oxford, England)|February 17, 2005
Boosting proportional hazards models using smoothing splines, with applications to high-dimensional microarray dataHongzhe Li, Yihui LuanBiometrics|October 2, 2012
Robust Gaussian graphical modeling via l1 penalizationHokeun Sun, Hongzhe LiBiorxiv : the Preprint Server for Biology|June 29, 2026
Robust causal gene network estimation for large-scale single-cell perturbation screens using reduced control functionChanghao Ge, Hongzhe LiPageof 931