An Approach to Variable Clustering: K-means in Transposed Data and its Relationship with Principal Component Analysis

Victor Saquicela, Kenneth Palacio-Baus, Mario Chifla

Principal Component Analysis (PCA) and K-means constitute fundamental techniques in multivariate analysis. Although they are frequently applied independently or sequentially to clu…