Hao Zhang

  • 1764 Citations
  • 21 h-Index
20022018
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  • 2 Similar Profiles
Variable Selection Mathematics
Penalty Mathematics
Support Vector Machine Mathematics
Smoothing Splines Mathematics
Estimator Mathematics
Model Selection Mathematics
Predictors Mathematics
Regression Mathematics

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Research Output 2002 2018

  • 1764 Citations
  • 21 h-Index
  • 64 Article
  • 1 Chapter
  • 1 Conference contribution
1 Citations

Discussion on "Doubly sparsity kernel learning with automatic variable selection and data extraction"

Zhang, H., Jan 1 2018, In : Statistics and its Interface. 11, 3, p. 425-428 4 p.

Research output: Contribution to journalArticle

Kernel Methods
Variable Selection
Sparsity
Learning systems
Feature extraction
1 Citations

Interaction screening by partial correlation

Niu, Y., Hao, N. . & Zhang, H., Jan 1 2018, In : Statistics and its Interface. 11, 2, p. 317-325 9 p.

Research output: Contribution to journalArticle

Partial Correlation
Screening
Main Effect
Interaction
High-dimensional Data
1 Citations

Model Selection for High-Dimensional Quadratic Regression via Regularization

Hao, N. ., Feng, Y. & Zhang, H., Feb 5 2018, (Accepted/In press) In : Journal of the American Statistical Association. p. 1-11 11 p.

Research output: Contribution to journalArticle

Regularization Method
Model Selection
Regularization
High-dimensional
Regression
1 Citations

A nonparametric survival function estimator via censored kernel quantile regressions

Shin, S. J., Zhang, H. & Wu, Y., Jan 1 2017, In : Statistica Sinica. 27, 1, p. 457-478 22 p.

Research output: Contribution to journalArticle

Kernel Regression
Quantile Regression
Survival Function
Survival Time
Estimator
3 Citations

A Note on High-Dimensional Linear Regression With Interactions

Hao, N. . & Zhang, H., Oct 2 2017, In : American Statistician. 71, 4, p. 291-297 7 p.

Research output: Contribution to journalArticle

Linear regression
High-dimensional
High-dimensional Data
Data analysis
Interaction