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Hui Zou

20042019
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High-dimensional Mathematics
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Projects 2007 2018

Collaborative Research: New Statistical Methods and Theo

Zou, H.

National Science Foundation

8/15/15 → 7/31/18

Project: Research project

High-dimensional Data
Statistical method

Semiparametric Learning of The Correlation Matrix & Its Inverse with Ultra-high Dimensionality

Zou, H.

USDOD NAVY

11/15/10 → 1/7/15

Project: Research project

learning

CAREER: New Statistical Methodology & Theory for Mining

Zou, H.

National Science Foundation

8/1/09 → 7/31/15

Project: Research project

Statistical Modeling with High-dimensional Data: Variabl

Zou, H.

National Science Foundation

6/1/07 → 5/31/10

Project: Research project

Statistical Modeling
High-dimensional Data
Variable Selection
Regularization

Research Output 2004 2019

A Multicategory Kernel Distance Weighted Discrimination Method for Multiclass Classification

Wang, B. & Zou, H., Jan 1 2019, In : Technometrics.

Research output: Contribution to journal › Article

Multi-class Classification
Discrimination
kernel
Classification Problems
Margin

Bayesian high-dimensional regression for change point analysis

Datta, A., Zou, H. & Banerjee, S., Jan 1 2019, In : Statistics and its Interface. 12, 2, p. 253-264 12 p.

Research output: Contribution to journal › Article

Change-point Analysis
Change Point
High-dimensional
Regression
Covariates

Classification with high dimensional features

Zou, H., Jan 1 2019, In : Wiley Interdisciplinary Reviews: Computational Statistics. 11, 1, e1453.

Research output: Contribution to journal › Review article

High-dimensional
Classifier
Statistical Learning
Regularization Technique
Interpretability
4 Citations (Scopus)

Multiclass sparse discriminant analysis

Mai, Q., Yang, Y. & Zou, H., Jan 1 2019, In : Statistica Sinica. 29, 1, p. 97-111 15 p.

Research output: Contribution to journal › Article

Multi-class
Discriminant Analysis
Multi-class Classification
Variable Selection
Justification

Real-world Performance of Meta-analysis Methods for Double-Zero-Event Studies with Dichotomous Outcomes Using the Cochrane Database of Systematic Reviews

Ren, Y., Lin, L., Lian, Q., Zou, H. & Chu, H., Jan 1 2019, In : Journal of general internal medicine.

Research output: Contribution to journal › Article

Meta-Analysis
Databases
Bayes Theorem