XPCA: Extending PCA for a Combination of Discrete and Continuous Variables

Clifford Anderson-Bergman, Tamara G. Kolda, Kina Kincher-Winoto

Principal component analysis (PCA) is arguably the most popular tool in multivariate exploratory data analysis. In this paper, we consider the question of how to handle heterogeneo…