Convergence and prediction of principal component scores in high-dimensional settings

Seunggeun Lee, Fei Zou, Fred A. Wright

A number of settings arise in which it is of interest to predict Principal Component (PC) scores for new observations using data from an initial sample. In this paper, we demonstra…