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  • 11 Similar Profiles
High-dimensional Mathematics
Variable Selection Mathematics
Elastic Net Mathematics
Lasso Mathematics
Quantile Regression Mathematics
Estimator Mathematics
Regression Mathematics
Support Vector Machine Mathematics

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Projects 2007 2018

High-dimensional Data
Statistical method
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 journalArticle

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 journalArticle

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 journalReview 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 journalArticle

Multi-class
Discriminant Analysis
Multi-class Classification
Variable Selection
Justification
Meta-Analysis
Databases
Bayes Theorem