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The Resource Statistical analysis of management data, Hubert Gatignon

Statistical analysis of management data, Hubert Gatignon

Creator
Author
Summary
"Statistical Analysis of Management Data is especially designed to provide doctoral students with a theoretical knowledge of the basic concepts underlying the most important multivariate techniques and with an overview of actual applications in various fields. The content herein addresses both the underlying mathematics and problems of application. As such, a reasonable level of competence in both statistics and mathematics is needed. This book is not intended as a first introduction to statistics and statistical analysis. Instead it assumes that the student is familiar with basic statistical techniques. The techniques are presented in a fundamental way but in a format accessible to students in a doctoral program, to practicing academicians, and to data analysts."--Jacket
Language
eng
Work
Publication
Edition
Third edition.
Extent
1 online resource (xv, 563 pages)
Contents
  • 1: Introduction
  • 2: Multivariate Normal Distribution
  • 3: Reliability Alpha, Principles Component Analysis and Exploratory Factor Analysis
  • 4: Confirmatory Factor Analysis
  • 5: Multiple Regression with a Single Dependent Variable
  • 6: System of Equations
  • 7: Canonical Correlation Analysis
  • 8: Categorical Dependent Variables
  • 9: Rank-Ordered Data
  • 10: Error in Variables
  • Analysis of Covariance Structure
  • Structural Equation Models
  • 11: Testing Mediation and Moderation Effects
  • 12: Cluster Analysis
  • 13: Analysis of Similarity and Preference Data
  • Appendices: A: Rules in Matrix Algebra
  • B: Statistical Tables
  • C: Description of Data Sets
Isbn
9781461485940
Instance
Label
Statistical analysis of management data
Title
Statistical analysis of management data
Statement of responsibility
Hubert Gatignon
Creator
Author
Subject
Language
eng
Summary
"Statistical Analysis of Management Data is especially designed to provide doctoral students with a theoretical knowledge of the basic concepts underlying the most important multivariate techniques and with an overview of actual applications in various fields. The content herein addresses both the underlying mathematics and problems of application. As such, a reasonable level of competence in both statistics and mathematics is needed. This book is not intended as a first introduction to statistics and statistical analysis. Instead it assumes that the student is familiar with basic statistical techniques. The techniques are presented in a fundamental way but in a format accessible to students in a doctoral program, to practicing academicians, and to data analysts."--Jacket
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Gatignon, Hubert
Dewey number
650/.01/519535
Illustrations
illustrations
Index
index present
LC call number
HD30.215
LC item number
.G38 2014
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Management
  • Industrial management
  • Multivariate analysis
  • Commercial statistics
  • Mathematical statistics
  • BUSINESS & ECONOMICS
  • BUSINESS & ECONOMICS
  • BUSINESS & ECONOMICS
  • Commercial statistics
  • Industrial management
  • Management
  • Mathematical statistics
  • Multivariate analysis
  • Statistische methoden
  • Bedrijfskunde
  • Betriebsdaten
  • Betriebsstatistik
  • Datenanalyse
  • Statistische Analyse
Label
Statistical analysis of management data, Hubert Gatignon
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1: Introduction -- 2: Multivariate Normal Distribution -- 3: Reliability Alpha, Principles Component Analysis and Exploratory Factor Analysis -- 4: Confirmatory Factor Analysis -- 5: Multiple Regression with a Single Dependent Variable -- 6: System of Equations -- 7: Canonical Correlation Analysis -- 8: Categorical Dependent Variables -- 9: Rank-Ordered Data -- 10: Error in Variables -- Analysis of Covariance Structure -- Structural Equation Models -- 11: Testing Mediation and Moderation Effects -- 12: Cluster Analysis -- 13: Analysis of Similarity and Preference Data -- Appendices: A: Rules in Matrix Algebra -- B: Statistical Tables -- C: Description of Data Sets
Control code
861968018
Dimensions
unknown
Edition
Third edition.
Extent
1 online resource (xv, 563 pages)
File format
unknown
Form of item
online
Isbn
9781461485940
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-8594-0
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)861968018
Label
Statistical analysis of management data, Hubert Gatignon
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1: Introduction -- 2: Multivariate Normal Distribution -- 3: Reliability Alpha, Principles Component Analysis and Exploratory Factor Analysis -- 4: Confirmatory Factor Analysis -- 5: Multiple Regression with a Single Dependent Variable -- 6: System of Equations -- 7: Canonical Correlation Analysis -- 8: Categorical Dependent Variables -- 9: Rank-Ordered Data -- 10: Error in Variables -- Analysis of Covariance Structure -- Structural Equation Models -- 11: Testing Mediation and Moderation Effects -- 12: Cluster Analysis -- 13: Analysis of Similarity and Preference Data -- Appendices: A: Rules in Matrix Algebra -- B: Statistical Tables -- C: Description of Data Sets
Control code
861968018
Dimensions
unknown
Edition
Third edition.
Extent
1 online resource (xv, 563 pages)
File format
unknown
Form of item
online
Isbn
9781461485940
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-8594-0
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)861968018

Subject

Library Locations

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      38.944491 -92.326012

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