Robust sparse canonical correlation analysis

Sparse canonical correlation analysis from a predictive point of view

(2015) Ines Wilms et al.   BIOMETRICAL JOURNAL

A robust predictive approach for canonical correlation analysis

(2015) Jorge G. Adrover et al.   JOURNAL OF MULTIVARIATE ANALYSIS

CCA: AnRPackage to Extend Canonical Correlation Analysis

(2015) Ignacio Gonzalez et al.   Journal of Statistical Software

Variable selection for generalized canonical correlation analysis

(2014) A. Tenenhaus et al.   BIOSTATISTICS

Sparse least trimmed squares regression for analyzing high-dimensional large data sets

(2013) Andreas Alfons et al.   Annals of Applied Statistics

Multivariate regression shrinkage and selection by canonical correlation analysis

(2013) Baiguo An et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Fast regularized canonical correlation analysis

(2013) Raul Cruz-Cano et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Structure-constrained sparse canonical correlation analysis with an application to microbiome data analysis

(2012) J. Chen et al.   BIOSTATISTICS

A sparse conditional Gaussian graphical model for analysis of genetical genomics data

(2011) Jianxin Yin et al.   Annals of Applied Statistics

Comparison of penalty functions for sparse canonical correlation analysis

(2011) Prabhakar Chalise et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Multivariate Association and Dimension Reduction: A Generalization of Canonical Correlation Analysis

(2010) Ross Iaci et al.   BIOMETRICS

Canonical Correlation Analysis for Multilabel Classification: A Least-Squares Formulation, Extensions, and Analysis

(2010) Liang Sun et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis

(2009) D. M. Witten et al.   BIOSTATISTICS

Efficient, sparse biological network determination

(2009) Elias August et al.   BMC Systems Biology

Sparse CCA using a Lasso with positivity constraints

(2009) Anastasia Lykou et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY