Sparse semiparametric canonical correlation analysis for data of mixed types

Grace Yoon, Raymond J. Carroll, Irina Gaynanova

Canonical correlation analysis investigates linear relationships between two sets of variables, but often works poorly on modern data sets due to high-dimensionality and mixed data…