Projects per year
Fingerprint The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
- 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
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2007 2022
Statistical Modeling
High-dimensional Data
High-dimensional Data
Statistical method
Semiparametric Learning of The Correlation Matrix & Its Inverse with Ultra-high Dimensionality
11/15/10 → 1/7/15
Project: Research project
learning
CAREER: New Statistical Methodology & Theory for Mining
8/1/09 → 7/31/15
Project: Research project
Statistical Modeling
High-dimensional Data
Variable Selection
Regularization
Research Output 2004 2019
Aggregated expectile regression by exponential weighting
Gu, Y. & Zou, H., Jan 1 2019, In : Statistica Sinica. 29, 2, p. 671-692 22 p.Research output: Contribution to journal › Article
Weighting
Regression
Estimator
Local Polynomial Regression
Oracle Inequalities
A Multicategory Kernel Distance Weighted Discrimination Method for Multiclass Classification
Wang, B. & Zou, H., Jul 3 2019, In : Technometrics. 61, 3, p. 396-408 13 p.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