Orthogonality and Dimensionality in Airline Cluster Analysis using PCA and Kernel PCA

Andreas Schlapbach

This methodological study analyzes the effects of collinearity, effective dimensionality, and cluster stability in a 2023 study of US airline profit cycles from 1995 to 2020 by Ren…