Sparse PCA Asymptotics and Analysis of Tree Data. - Dan Shen 002 (2012)

Consistency of sparse PCA in High Dimension, Low Sample Size contexts. - Dan Shen 002; Haipeng Shen; J. S. Marron (J. Multivar. Anal., 2013)

Spatially Weighted Principal Component Regression for High-Dimensional Prediction. - Dan Shen 002; Hongtu Zhu (IPMI, 2015)

A General Framework for Consistency of Principal Component Analysis. - Dan Shen 002; Haipeng Shen; J. S. Marron (J. Mach. Learn. Res., 2016)