Concepedia

Hua Zhou

HZ

55

Publications

2.9K

Citations

25

H-Index

2001

Active since

Affiliations

University of California, Los Angeles(Current)

North Carolina State University

University of Arizona

University of North Carolina at Chapel Hill

University of California, Berkeley

Hua Zhou is an author at University of California, Los Angeles specializing in engineering, statistics, and data science.

Top concepts

EngineeringStatisticsData ScienceMedicinePublic HealthStatistical InferenceBiostatisticsMachine LearningFunctional Data AnalysisGenetics

Publications per year

2001–2024

55

Publications

55

Tensor Regression with Applications in Neuroimaging Data Analysis

Hua Zhou, Lexin Li, Hongtu Zhu · Journal of the American Statistical Association · 2013 · 547 citations · Full text

Engineering, Social Sciences, Data Science +17

Testing in Microbiome-Profiling Studies with MiRKAT, the Microbiome Regression-Based Kernel Association Test

Ni Zhao, Jun Chen, Ian M. Carroll et al. · The American Journal of Human Genetics · 2015 · 317 citations · Full text

Microbial Diversity, Dysbiosis, Microbiome-profiling Studies +6

A quasi-Newton acceleration for high-dimensional optimization algorithms

Hua Zhou, David H. Alexander, Kenneth Lange · Statistics and Computing · 2009 · 187 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +18

Tucker Tensor Regression and Neuroimaging Analysis

Xiaoshan Li, Da Xu, Hua Zhou et al. · Statistics in Biosciences · 2018 · 158 citations · Full text

Neuroimaging Modality, Neurolinguistics, Affective Neuroscience +6

Association screening of common and rare genetic variants by penalized regression

Hua Zhou, Mary E. Sehl, Janet S. Sinsheimer et al. · Bioinformatics · 2010 · 143 citations · Full text

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