2019 journal article
MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL
STATISTICA SINICA, 29(3), 1585β1605.
2019 journal article
MM Algorithms for Variance Components Models
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(2), 350β361.
2019 journal article
TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS
STATISTICA SINICA, 29(4), 1977β2005.
2018 journal article
Algorithms for Fitting the Constrained Lasso
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 27(4), 861β871.
2015 journal article
ConvexLAR: An Extension of Least Angle Regression
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 24(3), 603β626.
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), 975β986.
2015 journal article
Path following in the exact penalty method of convex programming
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 61(3), 609β634.
2015 journal article
Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test
AMERICAN JOURNAL OF HUMAN GENETICS, 96(5), 797β807.
2014 journal article
A Brief Survey of Modern Optimization for Statisticians
INTERNATIONAL STATISTICAL REVIEW, 82(1), 46β70.
2014 journal article
A Generic Path Algorithm for Regularized Statistical Estimation
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 109(506), 686β699.
2014 journal article
Distance majorization and its applications
MATHEMATICAL PROGRAMMING, 146(1-2), 409β436.
2014 journal article
MM algorithms for geometric and signomial programming
MATHEMATICAL PROGRAMMING, 143(1-2), 339β356.
2014 journal article
Regularized matrix regression
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 76(2), 463β483.
2014 journal article
Rejoinder
INTERNATIONAL STATISTICAL REVIEW, 82(1), 81β89.
Contributors: K. Langeβ*, E. Chiβ & n
2013 journal article
Genotype imputation via matrix completion
GENOME RESEARCH, 23(3), 509β518.
2013 journal article
Mendel: the Swiss army knife of genetic analysis programs
BIOINFORMATICS, 29(12), 1568β1570.
2013 journal article
Path Algorithm for Constrained Estimation
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 22(2), 261β283.
2013 journal article
Tensor Regression with Applications in Neuroimaging Data Analysis
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(502), 540β552.
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), 3909β3920.
2012 conference paper
Fast genome-wide QTL association mapping with pedigrees
Genetic Epidemiology, 36(7), 771β772.
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. I375βI381.
2011 journal article
Extinction models for cancer stem cell therapy
MATHEMATICAL BIOSCIENCES, 234(2), 132β146.
2010 journal article
Association screening of common and rare genetic variants by penalized regression
BIOINFORMATICS, 26(19), 2375β2382.
2010 journal article
Graphics Processing Units and High-Dimensional Optimization
STATISTICAL SCIENCE, 25(3), 311β324.
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