Sparse Principal Component Analysis
Principal component analysis (PCA) is widely used in data processing and dimensionality reduction. However, PCA suffers from the fact that each principal component is a linear c...
Publications
2 shownRegularization and Variable Selection Via the Elastic Net
Summary We propose the elastic net, a new regularization and variable selection method. Real world data and a simulation study show that the elastic net often outperforms the la...
Frequent Co-Authors
Researcher Info
- h-index
- 2
- Publications
- 2
- Citations
- 22,788
- Institution
- University of Minnesota System
External Links
Identifiers
- ORCID
- 0000-0003-4798-9904
Impact Metrics
h-index
2
h-index: Number of publications with at least h citations each.