Applied multivariate statistical analysis. (2015)

• Record Type: Book
• Further Information: Note: Wolfgang Karl Härdle, Léopold Simar.
• Authors: Härdle, Wolfgang; Simar, Léopold
• Contents: I Descriptive Techniques: Comparison of Batches.- II Multivariate Random Variables: A Short Excursion into Matrix Algebra -- Moving to Higher Dimensions -- Multivariate Distributions -- Theory of the Multinormal -- Theory of Estimation -- Hypothesis Testing -- III Multivariate Techniques: Regression Models -- Variable Selection -- Decomposition 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 -- Computationally Intensive Techniques -- IV Appendix: Symbols and Notations -- Data.
• Edition: Fourth edition
• Publisher Details: Berlin : Springer
• Publication Date: 2015
• Extent: 1 online resource (xiii, 580 pages), illustrations (some color)
• Subjects: 519.5/35; Statistics; Multivariate analysis; Data Interpretation, Statistical; Mathematics; Multivariate Analysis; Multivariate analysis; Mathematics -- Applied; Business & Economics -- Economics -- Theory; Mathematics -- Probability & Statistics -- General; Finance & accounting; Economic theory & philosophy; Probability & statistics; Finance; Economic theory; Mathematical statistics; Business & Economics -- Statistics; Electronic books
• Languages: English
• ISBNs: 9783662451717; 3662451719; 3662451700; 9783662451700
• Related ISBNs: 9783662451700
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed March 3, 2015).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.