Katalog der Deutschen Nationalbibliothek

Applied Multivariate Statistical Analysis / by Wolfgang Karl Härdle, Léopold Simar, Matthias R. Fengler

Wolfgang Härdle (Verfasser)
Léopold Simar (Verfasser)
Matthias Fengler (Verfasser)
SpringerLink (Online service) (Sonstige)

Cham: Springer International Publishing, Imprint: Springer
2024

6th ed. 2024

Online-Ressource, XV, 613 p. 203 illus., 141 illus. in color. : online resource.

Part I Descriptive Techniques -- 1 Comparison of Batches -- Part II Multivariate Random Variables -- 2 A Short Excursion into Matrix Algebra -- 3 Moving to Higher Dimensions -- 4 Multivariate Distributions -- 5 Theory of the Multinormal -- 6 Theory of Estimation -- 7 Hypothesis Testing -- Part III Multivariate Techniques -- 8 Regression Models -- 9 Variable Selection.-10 Decomposition of Data Matrices by Factors -- 11 Principal Components Analysis -- 12 Factor Analysis -- 13 Cluster Analysis -- 14 Discriminant Analysis -- 15 Correspondence Analysis -- 16 Canonical Correlation Analysis -- 17 Multidimensional Scaling -- 18 Conjoint Measurement Analysis -- 19 Applications in Finance -- 20 Computationally Intensive Techniques -- 21 Locally Linear Embedding -- 22 Stochastic Neighborhood Embedding -- 23 Uniform Manifold Approximation and Projection -- Part IV Appendix -- A Symbols and Notations -- B Data -- Index

978-3-031-63833-6

Englisch

Deutschland

Mathematik

Multivariate Analyse

519.53

urn:nbn:de:101:1-2410010517396.471865435719 (URN)
10.1007/978-3-031-63833-6 (DOI)

1343659167