Ning - Hao

  • 147 Citations
  • 5 h-Index
20122019
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  • 4 Similar Profiles
High-dimensional Mathematics
Screening Mathematics
High-dimensional Data Mathematics
Change-point Detection Mathematics
Interaction Effects Mathematics
Linear regression Mathematics
Main Effect Mathematics
Regression Mathematics

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Research Output 2012 2019

  • 147 Citations
  • 5 h-Index
  • 12 Article
  • 1 Conference contribution

An accurate and powerful method for copy number variation detection

Xiao, F., Luo, X., Hao, N. ., Niu, Y., Xiao, X., Cai, G., Amos, C. I. & Zhang, H., Sep 1 2019, In : Bioinformatics (Oxford, England). 35, 17, p. 2891-2898 8 p.

Research output: Contribution to journalArticle

Signal detection
Bioinformatics
Chromosomes
Computational efficiency
Melanoma
1 Citation (Scopus)

A new reduced-rank linear discriminant analysis method and its applications

Niu, Y., Hao, N. . & Dong, B., Jan 1 2018, In : Statistica Sinica. 28, 1, p. 189-202 14 p.

Research output: Contribution to journalArticle

Reduced Rank
Discriminant Analysis
Multi-class Classification
Correlation Structure
Dimension Reduction
1 Citation (Scopus)

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
2 Citations (Scopus)

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
5 Citations (Scopus)

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