A Three-Stage PCA Procedure for Sequentially Arriving High-Dimensional Data

Partha Sarkar, Sairam Rayapolu, Bhargab Chattopadhyay

We develop a three-stage adaptive procedure for principal component analysis (PCA) when high-dimensional observations are collected sequentially and additional sampling incurs a co…