Works (25)

Updated: January 2nd, 2024 14:02

2019 journal article

MM ALGORITHMS FOR VARIANCE COMPONENT ESTIMATION AND SELECTION IN LOGISTIC LINEAR MIXED MODEL

STATISTICA SINICA, 29(3), 1585–1605.

By: L. Hu n, W. Lu n, J. Zhou * & H. Zhou*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Generalized linear mixed model (GLMM); Laplace approximation; MM algorithm; variance components selection
Source: Web Of Science
Added: July 29, 2019

2019 journal article

MM Algorithms for Variance Components Models

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 28(2), 350–361.

By: H. Zhou*, L. Hu n, J. Zho * & K. Lange *

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Global convergence; Linear mixed model (LMM); Matrix convexity; Maximum a posteriori (MAP) estimation; Minorization-maximization (MM); Multivariate response; Penalized estimation; Variance components model
Source: Web Of Science
Added: July 15, 2019

2019 journal article

TENSOR GENERALIZED ESTIMATING EQUATIONS FOR LONGITUDINAL IMAGING ANALYSIS

STATISTICA SINICA, 29(4), 1977–2005.

By: X. Zhang n, L. Li*, H. Zhou*, Y. Zhou* & D. Shen *

co-author countries: China πŸ‡¨πŸ‡³ United States of America πŸ‡ΊπŸ‡Έ
author keywords: Generalized estimating equations; longitudinal imaging; low rank tensor decomposition; magnetic resonance imaging; multidimensional array; tensor regression
Source: Web Of Science
Added: September 30, 2019

2018 journal article

Algorithms for Fitting the Constrained Lasso

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 27(4), 861–871.

By: B. Gaines n, J. Kim * & H. Zhou*

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
Source: NC State University Libraries
Added: December 31, 2018

2015 journal article

ConvexLAR: An Extension of Least Angle Regression

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 24(3), 603–626.

By: W. Xiao*, Y. Wu* & H. Zhou*

author keywords: Solution path; Group lasso; Regularization; Ordinary differential equation (ODE); Lasso
Source: Web Of Science
Added: August 6, 2018

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.

By: W. Sun, Y. Liu, J. Crowley, T. Chen, H. Zhou*, H. Chu, S. Huang, P. Kuan ...

author keywords: Differential isoform expression; Differential isoform usage; Isoform; Penalized regression; RNA-seq
Source: Web Of Science
Added: August 6, 2018

2015 journal article

Path following in the exact penalty method of convex programming

COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 61(3), 609–634.

By: H. Zhou n & K. Lange *

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Constrained convex optimization; Exact penalty; Geometric programming; Ordinary differential equation; Quadratically constrained quadratic programming; Regularization; Semidefinite programming
Source: Web Of Science
Added: August 6, 2018

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.

By: N. Zhao *, J. Chen *, I. Carroll *, T. Ringel-Kulka*, M. Epstein *, H. Zhou n, J. Zhou *, Y. Ringel*, H. Li*, M. Wu *

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
MeSH headings : Computer Simulation; Genetics, Population; High-Throughput Nucleotide Sequencing; Humans; Microbiota / genetics; Models, Statistical; Phylogeny; Polymorphism, Single Nucleotide; Software
Source: Web Of Science
Added: August 6, 2018

2014 journal article

A Brief Survey of Modern Optimization for Statisticians

INTERNATIONAL STATISTICAL REVIEW, 82(1), 46–70.

By: K. Lange *, E. Chi  & H. Zhou n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: acceleration; augmented Lagrangian; penalization; MM algorithm; Newton's method; Block relaxation
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

A Generic Path Algorithm for Regularized Statistical Estimation

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 109(506), 686–699.

By: H. Zhou n & Y. Wu n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Gaussian graphical model; Generalized linear model; Lasso; Log-concave density estimation; Ordinary differential equations; Quasi-likelihoods; Regularization; Shape restricted regression; Solution path
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Distance majorization and its applications

MATHEMATICAL PROGRAMMING, 146(1-2), 409–436.

By: E. Chi , H. Zhou n & K. Lange *

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Constrained optimization; Majorization-minimization (MM); Sequential unconstrained minimization; Projection
Sources: Web Of Science, ORCID
Added: August 6, 2018

2014 journal article

MM algorithms for geometric and signomial programming

MATHEMATICAL PROGRAMMING, 143(1-2), 339–356.

By: K. Lange * & H. Zhou n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Arithmetic-geometric mean inequality; Geometric programming; Global convergence; MM algorithm; Linearly constrained quadratic programming; Parameter separation; Penalty method; Signomial programming
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Regularized matrix regression

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 76(2), 463–483.

By: H. Zhou n & L. Li n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
Source: Web Of Science
Added: August 6, 2018

2014 journal article

Rejoinder

INTERNATIONAL STATISTICAL REVIEW, 82(1), 81–89.

By: K. Lange *, E. Chi  & H. Zhou n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ

Contributors: K. Lange *, E. Chi  & H. Zhou n

Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Genotype imputation via matrix completion

GENOME RESEARCH, 23(3), 509–518.

By: E. Chi , H. Zhou n, G. Chen*, D. Del Vecchyo* & K. Lange *

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
MeSH headings : Algorithms; Artificial Intelligence; Computer Simulation; Genome, Human; Genotype; HapMap Project; Humans; Microarray Analysis; Models, Genetic; Polymorphism, Single Nucleotide; Software
Sources: Web Of Science, ORCID
Added: August 6, 2018

2013 journal article

Mendel: the Swiss army knife of genetic analysis programs

BIOINFORMATICS, 29(12), 1568–1570.

By: K. Lange  n, J. Papp n, J. Sinsheimer  n, R. Sripracha n, H. Zhou n & E. Sobel n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
MeSH headings : Chromosome Mapping / methods; Data Interpretation, Statistical; Genetic Linkage; Genome-Wide Association Study; Humans; Pedigree; Software
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Path Algorithm for Constrained Estimation

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 22(2), 261–283.

By: H. Zhou n & K. Lange *

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Exact penalty; l(1) regularization; Shape-restricted regression
Source: Web Of Science
Added: August 6, 2018

2013 journal article

Tensor Regression with Applications in Neuroimaging Data Analysis

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 108(502), 540–552.

By: H. Zhou n, L. Li n & H. Zhu *

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Brain imaging; Dimension reduction; Generalized linear model; Magnetic Resonance Imaging; Multidimensional array; Tensor regression
Source: Web Of Science
Added: August 6, 2018

2012 journal article

Determining duration of HER2-targeted therapy using stem cell extinction models

PLoS One, 7(12).

By: L. Riley, H. Zhou, K. Lange, J. Sinsheimer & M. Sehl

Source: NC State University Libraries
Added: August 6, 2018

2012 journal article

EM vs MM: A case study

COMPUTATIONAL STATISTICS & DATA ANALYSIS, 56(12), 3909–3920.

By: H. Zhou n & Y. Zhang n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Convergence rate; Dirichlet-multinomial distribution; EM algorithm; MM algorithm
Source: Web Of Science
Added: August 6, 2018

2012 conference paper

Fast genome-wide QTL association mapping with pedigrees

Genetic Epidemiology, 36(7), 771–772.

By: H. Zhou, E. Sobel & K. Lange

Source: NC State University Libraries
Added: August 6, 2018

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.

By: H. Zhu *, L. Li n & H. Zhou n

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
MeSH headings : Algorithms; Genetic Association Studies; Genotype; High-Throughput Nucleotide Sequencing; Humans; Markov Chains; Polymorphism, Single Nucleotide
Source: Web Of Science
Added: August 6, 2018

2011 journal article

Extinction models for cancer stem cell therapy

MATHEMATICAL BIOSCIENCES, 234(2), 132–146.

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
author keywords: Birth-death process; Cancer; Stem cells; Extinction probability; Finite Fourier transform; Stochastic simulation
MeSH headings : Cell Death / drug effects; Computer Simulation; Humans; Markov Chains; Models, Biological; Neoplasms / drug therapy; Neoplasms / pathology; Neoplastic Stem Cells / drug effects; Neoplastic Stem Cells / pathology; Stochastic Processes
Source: Web Of Science
Added: August 6, 2018

2010 journal article

Association screening of common and rare genetic variants by penalized regression

BIOINFORMATICS, 26(19), 2375–2382.

co-author countries: United States of America πŸ‡ΊπŸ‡Έ
MeSH headings : Breast Neoplasms / genetics; Databases, Factual; Female; Genetic Predisposition to Disease; Genetic Variation; Genome-Wide Association Study / methods; Humans; Regression Analysis
Source: Web Of Science
Added: August 6, 2018

2010 journal article

Graphics Processing Units and High-Dimensional Optimization

STATISTICAL SCIENCE, 25(3), 311–324.

By: H. Zhou*, K. Lange & M. Suchard

author keywords: Block relaxation; EM and MM algorithms; multidimensional scaling; nonnegative matrix factorization; parallel computing; PET scanning
Source: Web Of Science
Added: August 6, 2018

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