Dimension reduction based on constrained canonical correlation and variable filtering
Work
Year: 2008
Type: article
Abstract: The ``curse of dimensionality'' has remained a challenge for high-dimensional data analysis in statistics. The sliced inverse regression (SIR) and canonical correlation (CANCOR) methods aim to reduce ... more
Source: The Annals of Statistics
Authors Jianhui Zhou, Xuming He
Institutions University of Virginia, University of Illinois Urbana-Champaign, University of Illinois System
Cites: 22
Cited by: 59
Related to: 10
FWCI: 2.873
Citation percentile (by year/subfield): 91.73
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: bronze