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Hui Zou
Professor
,
Statistics (Twin Cities)
Email
zouxx019@umn.edu
2004
2020
Research activity per year
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Projects and Grants
(7)
Research output
(87)
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Dive into the research topics where Hui Zou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Mathematics
High-dimensional
Variable Selection
Lasso
Elastic Net
Quantile Regression
Support Vector Machine
Regression
Estimator
Covariance matrix
Discriminant Analysis
Screening
Covariates
Performance
Oracle Property
Tapering
Regularization
Penalized Likelihood
Path
Model
Nonparametric Regression
Discrimination
Demonstrate
Majorization
Optimal Estimation
Predictors
Penalized Regression
Descent Algorithm
Multiple Regression
Simulation
Sufficient Dimension Reduction
Correlation Matrix
Coordinate Descent
Partially Linear Model
Higher Dimensions
Model Selection
Compound Poisson
Varying Coefficients
Cross-validation
Graphical Models
Local Approximation
Multi-class Classification
Data analysis
Poisson Model
Estimate
Independence
Classifier
Alternating Direction Method
Linear Approximation
Norm
Efficient Algorithms
Business & Economics
Variable Selection
Quantile Regression
Estimator
Regularization
Covariance Matrix
Predictors
Screening
Support Vector Machine
Matrix
Majorization
Least Squares
Compound Poisson Model
Discriminant Analysis
Covariates
Partially Linear Model
Simulation Study
Graphical Models
Coefficients
Loss Function
Model Selection
Sample Size
Finite Sample
Performance
Principal Components
Filter
Discrimination
Correlation Matrix
Optimality
Approximation
Simulation
Local Polynomial
Adaptive Estimation
Estimation Risk
Polynomial Regression
Varying Coefficient Model
Generalized Linear Model
Smoothing Splines
Likelihood Estimation
Boosting
Minimax
Approximation Algorithms
Collinearity
Errors in Variables
Proportional Hazards Model
Penalty
Gradient
Model Selection Criteria
Efficient Estimation
Rate of Convergence
Margin
