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The Resource Applied multivariate statistical analysis, Wolfgang Karl Härdle, Léopold Simar

Applied multivariate statistical analysis, Wolfgang Karl Härdle, Léopold Simar

Label
Applied multivariate statistical analysis
Title
Applied multivariate statistical analysis
Statement of responsibility
Wolfgang Karl Härdle, Léopold Simar
Creator
Contributor
Author
Subject
Language
eng
Summary
"This textbook presents the tools and concepts used in multivariate data analysis in a style accessible for non-mathematicians and practitioners. All chapters include practical exercises that highlight applications in different multivariate data analysis fields, and all the examples involve high to ultra-high dimensions and represent a number of major fields in big data analysis. For this new edition, the book has been updated and extensively revised and now includes an extended chapter on cluster analysis. All solutions to the exercises are supplemented by R and MATLAB or SAS computer code and can be downloaded from the Quantlet platform. Practical exercises from this book and their solutions can also be found in the accompanying Springer book by W.K. Härdle and Z. Hlávka: Multivariate Statistics - Exercises and Solutions. The Quantlet platform, quantlet.de, quantlet.com, quantlet.org, is an integrated QuantNet environment consisting of different types of statistics-related documents and program codes. Its goal is to promote reproducibility and offer a platform for sharing validated knowledge native to the social web. QuantNet and the corresponding data-driven document-based visualization allow readers to reproduce the tables, pictures and calculations presented in this Springer book."--
Assigning source
ProQuest Ebook Central resource page, viewed June 8, 2021
Cataloging source
UPM
http://library.link/vocab/creatorName
Härdle, Wolfgang
Dewey number
519.5
Illustrations
illustrations
Index
index present
LC call number
QA278
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Simar, Léopold
http://library.link/vocab/subjectName
  • Multivariate analysis
  • Statistics
  • Economics, Mathematical
  • Economics
  • Statistical Theory and Methods
  • Statistics for Business, Management, Economics, Finance, Insurance
  • Quantitative Finance
  • Economic Theory/Quantitative Economics/Mathematical Methods
  • Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences
  • Economics
  • Economics, Mathematical
  • Statistics
Label
Applied multivariate statistical analysis, Wolfgang Karl Härdle, Léopold Simar
Instantiates
Publication
Note
Includes index
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Descriptive techniques. Comparison of batches. Multivariate random variables. A short excursion into matrix algebra -- Moving to higher dimensions -- Multivariate distributions -- Theory of the multinormal -- Theory of estimation -- Hypothesis testing -- 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 -- Appendix. Symbols and notations -- Data
Control code
1134692969
Dimensions
unknown
Edition
Fifth edition.
Extent
1 online resource (xii, 558 pages)
File format
multiple file formats
Form of item
online
Isbn
9783030260064
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-26006-4
Other physical details
illustrations (some color)
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1134692969
Label
Applied multivariate statistical analysis, Wolfgang Karl Härdle, Léopold Simar
Publication
Note
Includes index
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Descriptive techniques. Comparison of batches. Multivariate random variables. A short excursion into matrix algebra -- Moving to higher dimensions -- Multivariate distributions -- Theory of the multinormal -- Theory of estimation -- Hypothesis testing -- 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 -- Appendix. Symbols and notations -- Data
Control code
1134692969
Dimensions
unknown
Edition
Fifth edition.
Extent
1 online resource (xii, 558 pages)
File format
multiple file formats
Form of item
online
Isbn
9783030260064
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-26006-4
Other physical details
illustrations (some color)
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(OCoLC)1134692969

Library Locations

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      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
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