Projection matrices, generalized inverse matrices, and singular value decomposition

Aside from distribution theory, projections and the singular value decomposition (SVD) are the two most important concepts for understanding the basic mechanism of multivariate analysis. The former underlies the least squares estimation in regression analysis, which is essentially a projection of on...

Ausführliche Beschreibung

Bibliographische Detailangaben
1. Verfasser: Yanai, Haruo 1940-
Körperschaft: SpringerLink (Online service)
Weitere Verfasser: Takeuchi, Kei 1933-, Takane, Yoshio
Format: Electronic Resource
Sprache:English
Veröffentlicht: New York Springer 2011
Schriftenreihe:Statistics for social and behavioral sciences
Schlagworte:
Online Zugang:Available for University of the Philippines Diliman via SpringerLink. Click here to access