Principal Components Analysis for Binary Data

Principal components analysis (PCA) has been widely used as a statistical tool for the dimension reduction of multivariate data in various application areas and extensively studied in the long history of statistics. One of the limitations of PCA machinery is that PCA can be applied only to the conti...

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Bibliographic Details
Main Author: Lee, Seokho
Other Authors: HUANG, JIANHUA Z.
Format: Others
Language:English
Published: 2010
Subjects:
PCA
Online Access:http://hdl.handle.net/1969.1/ETD-TAMU-2009-05-602