Author | Hรคrdle, Wolfgang. author |
---|---|
Title | Applied Multivariate Statistical Analysis [electronic resource] / by Wolfgang Hรคrdle, Lรฉopold Simar |
Imprint | Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2003 |
Connect to | http://dx.doi.org/10.1007/978-3-662-05802-2 |
Descript | IV, 486 p. online resource |
I Descriptive Techniques -- 1 Comparison of Batches -- 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 -- III Multivariate Techniques -- 8 Decomposition of Data Matrices by Factors -- 9 Principal Components Analysis -- 10 Factor Analysis -- 11 Cluster Analysis -- 12 Discriminant Analysis -- 13 Correspondence Analysis -- 14 Canonical Correlation Analysis -- 15 Multidimensional Scaling -- 16 Conjoint Measurement Analysis -- 17 Applications in Finance -- 18 Highly Interactive, Computationally Intensive Techniques -- A Symbols and Notation -- B Data -- B.1 Boston Housing Data -- B.2 Swiss Bank Notes -- B.3 Car Data -- B.4 Classic Blue Pullovers Data -- B.5 U.S. Companies Data -- B.6 French Food Data -- B.7 Car Marks -- B.8 French Baccalaurรฉat Frequencies -- B.9 Journaux Data -- B.10 U.S. Crime Data -- B.11 Plasma Data -- B.12 WAIS Data -- B.13 ANOVA Data -- B.14 Timebudget Data -- B.15 Geopol Data -- B.16 U.S. Health Data -- B.17 Vocabulary Data -- B.18 Athletic Records Data -- B.19 Unemployment Data -- B.20 Annual Population Data