The Resource Applied Multivariate Statistical Analysis, by Wolfgang Härdle, Léopold Simar, (electronic resource)

Applied Multivariate Statistical Analysis, by Wolfgang Härdle, Léopold Simar, (electronic resource)

Label
Applied Multivariate Statistical Analysis
Title
Applied Multivariate Statistical Analysis
Statement of responsibility
by Wolfgang Härdle, Léopold Simar
Creator
Contributor
Subject
Genre
Language
eng
Summary
Most of the observable phenomena in the empirical sciences are of multivariate nature. This book presents the tools and concepts of multivariate data analysis with a strong focus on applications. The text is devided into three parts. The first part is devoted to graphical techniques describing the distributions of the involved variables. The second part deals with multivariate random variables and presents from a theoretical point of view distributions, estimators and tests for various practical situations. The last part covers multivariate techniques and introduces the reader into the wide basket of tools for multivariate data analysis. The text presents a wide range of examples and 228 exercises
Cataloging source
AU@
http://library.link/vocab/creatorName
Härdle, Wolfgang
Dewey number
519.5
Index
no index present
LC call number
QA276-280
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Simar, Léopold
http://library.link/vocab/subjectName
  • Statistics
  • Mathematical statistics
  • Economics
  • Economics
  • Economics
  • Mathematical statistics
  • Statistics
Label
Applied Multivariate Statistical Analysis, by Wolfgang Härdle, Léopold Simar, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-662-05802-2
Instantiates
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references (p. [479]-482) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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: Decomposition of Data Matrices by Factors; Principal Components Analysis; Factor Analysis; Cluster Analysis; Discriminate Analysis -- Correspondence Analysis -- Canonical Correlation Analysis -- Multidimensional Scaling -- Conjoint Measurement Analysis -- Application in Finance -- Highly Interactive, Computationally Intensive Techniques -- A: Symbols and Notations -- B: Data -- Bibliography -- Index
Dimensions
unknown
Extent
1 online resource (iv, 486 pages)
File format
unknown
Form of item
online
Isbn
9783662058022
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851372952
  • (OCoLC)ocn851372952
Label
Applied Multivariate Statistical Analysis, by Wolfgang Härdle, Léopold Simar, (electronic resource)
Link
http://dx.doi.org/10.1007/978-3-662-05802-2
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references (p. [479]-482) and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
mixed
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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: Decomposition of Data Matrices by Factors; Principal Components Analysis; Factor Analysis; Cluster Analysis; Discriminate Analysis -- Correspondence Analysis -- Canonical Correlation Analysis -- Multidimensional Scaling -- Conjoint Measurement Analysis -- Application in Finance -- Highly Interactive, Computationally Intensive Techniques -- A: Symbols and Notations -- B: Data -- Bibliography -- Index
Dimensions
unknown
Extent
1 online resource (iv, 486 pages)
File format
unknown
Form of item
online
Isbn
9783662058022
Isbn Type
(electronic bk.)
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)851372952
  • (OCoLC)ocn851372952

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