Normal view MARC view ISBD view

Hardle,Wolfgang

Applied multivariate statistical analysis - Berlin ; New York : Springer, ©2003. - 486 pages : illustrations ;

Bibliography & Index

Comparison of batches --
A short excursion into matrix algebra --
Moving to higher dimensions --
Multivariate distributions --
Theory of estimation --
Hypothesis testing --
Composition of data matrices by factors --
Principal components analysis --
Factor analysis --
Cluster analysis --
Discriminant analysis --
Correspondence analysis --
Canonical correlation analysis --
Multidimensional scaling --
Conjoint measurement analysis --
Applications in finance --
Highly interactive, computationally intensive techniques.

Presents the tools and concepts of multivariate data analysis with a strong focus on applications. This book describes the distributions of the involved variables in graphical techniques. It deals with multivariate random variables and presents distributions, estimators and tests for various practical situations.

ISBN: 9783540030799 3540030794

Subjects--Topical Terms:
Multivariate analysis.

Dewey Class. No.: 519.535 / HAR