Lykou, Anastasia; Whittaker, Joe - In: Computational Statistics & Data Analysis 54 (2010) 12, pp. 3144-3157
Canonical correlation analysis (CCA) describes the relationship between two sets of variables by finding linear combinations of the variables with maximal correlation. A sparse version of CCA is proposed that reduces the chance of including unimportant variables in the canonical variates and...