2019 journal article
TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS
STATISTICA SINICA, 29(4), 1977–2005.
2018 journal article
Algorithms for Fitting the Constrained Lasso
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 27(4), 861–871.
2018 journal article
MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL
STATISTICA SINICA, 29(3), 1585–1605.
2018 journal article
MM Algorithms for Variance Components Models
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(2), 350–361.
2015 journal article
ConvexLAR: An Extension of Least Angle Regression
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 24(3), 603–626.
2015 journal article
IsoDOT Detects Differential RNA-Isoform Expression/Usage With Respect to a Categorical or Continuous Covariate With High Sensitivity and Specificity
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 110(511), 975–986.
2015 journal article
Path following in the exact penalty method of convex programming
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 61(3), 609–634.
2015 journal article
Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test
AMERICAN JOURNAL OF HUMAN GENETICS, 96(5), 797–807.
2014 journal article
A Brief Survey of Modern Optimization for Statisticians
INTERNATIONAL STATISTICAL REVIEW, 82(1), 46–70.
2014 journal article
A Generic Path Algorithm for Regularized Statistical Estimation
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 109(506), 686–699.
2014 journal article
2013 journal article
Distance majorization and its applications
MATHEMATICAL PROGRAMMING, 146(1-2), 409–436.
2013 journal article
Mendel: the Swiss army knife of genetic analysis programs
BIOINFORMATICS, 29(12), 1568–1570.
2013 journal article
Path Algorithm for Constrained Estimation
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 22(2), 261–283.
2013 journal article
Regularized matrix regression
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 76(2), 463–483.
2013 journal article
Tensor Regression with Applications in Neuroimaging Data Analysis
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(502), 540–552.
2012 journal article
Determining duration of HER2-targeted therapy using stem cell extinction models
PLoS One, 7(12).
2012 journal article
EM vs MM: A case study
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 56(12), 3909–3920.
2012 conference paper
Fast genome-wide QTL association mapping with pedigrees
Genetic Epidemiology, 36(7), 771–772.
2012 journal article
Genotype imputation via matrix completion
GENOME RESEARCH, 23(3), 509–518.
2012 journal article
MM algorithms for geometric and signomial programming
MATHEMATICAL PROGRAMMING, 143(1-2), 339–356.
2012 article
Nonlinear dimension reduction with Wright-Fisher kernel for genotype aggregation and association mapping
Zhu, H., Li, L., & Zhou, H. (2012, September 15). BIOINFORMATICS, Vol. 28, pp. I375–I381.
2011 journal article
Extinction models for cancer stem cell therapy
MATHEMATICAL BIOSCIENCES, 234(2), 132–146.
2010 journal article
Association screening of common and rare genetic variants by penalized regression
BIOINFORMATICS, 26(19), 2375–2382.
2010 journal article
Graphics Processing Units and High-Dimensional Optimization
STATISTICAL SCIENCE, 25(3), 311–324.
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