Optimally Weighted PCA for High-Dimensional Heteroscedastic Data

David Hong, Fan Yang, Jeffrey A. Fessler +1

Modern data are increasingly both high-dimensional and heteroscedastic. This paper considers the challenge of estimating underlying principal components from high-dimensional data…