Envelopes and partial least squares regression
Author:
Affiliation:
1. University of Minnesota; Minneapolis; USA
2. University of Oslo; Norway
3. University of Florida; Gainesville; USA
Publisher
Wiley
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1111/rssb.12018/fullpdf
Reference34 articles.
1. Fisher and regression;Aldrich;Statist. Sci.,2005
2. Regularized estimation of large covariance matrices;Bickel;Ann. Statist.,2008
3. Partial least squares: a versatile tool for the analysis of high-dimensional genomic data;Boulesteix;Brief. Bioinform.,2006
4. Sparse partial least squares regression for simultaneous dimension reduction and variable selection;Chun;J. R. Statist. Soc. B,2010
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