A Generalized Linear Model for Principal Component Analysis of Binary Data (2003)
Andrew I. Schein, Andrew I. Lawrence, Lawrence K. Saul, Lyle H. Ungar
VVe investigate a generalized linear model fbr dimensionality reduction of binary data. The model is related to principal component anal- ysis (PCA) in the same way that logistic regression is...