Statistical Analysis of Management Data / Edition 2

Statistical Analysis of Management Data / Edition 2

by Hubert GATIGNON
     
 

ISBN-10: 144191269X

ISBN-13: 9781441912695

Pub. Date: 11/24/2009

Publisher: Springer New York

Statistical Analysis of Management Data provides a comprehensive approach to multivariate statistical analyses that are important for researchers in all fields of management, including finance, production, accounting, marketing, strategy, technology, and human resources. This book is especially designed to provide doctoral students with a theoretical

Overview

Statistical Analysis of Management Data provides a comprehensive approach to multivariate statistical analyses that are important for researchers in all fields of management, including finance, production, accounting, marketing, strategy, technology, and human resources. This book is especially designed to provide doctoral students with a theoretical knowledge of the concepts underlying the most important multivariate techniques and an overview of actual applications. It offers a clear, succinct exposition of each technique with emphasis on when each technique is appropriate and how to use it. This second edition, fully revised, updated, and expanded, reflects the most current evolution in the methods for data analysis in management and the social sciences. In particular, it places a greater emphasis on measurement models, and includes new chapters and sections on:



• confirmatory factor analysis
• canonical correlation analysis
• cluster analysis
• analysis of covariance structure
• multi-group confirmatory factor analysis and analysis of covariance structures.


Featuring numerous examples, the book may serve as an advanced text or as a resource for applied researchers in industry who want to understand the foundations of the methods and to learn how they can be applied using widely available statistical software.

Product Details

ISBN-13:
9781441912695
Publisher:
Springer New York
Publication date:
11/24/2009
Edition description:
2nd ed. 2010
Pages:
388
Product dimensions:
6.40(w) x 9.40(h) x 1.20(d)

Table of Contents

Multivariate Normal Distribution.- Reliability Alpha, Principle Component Analysis, and Exploratory Factor Analysis.- Confirmatory Factor Analysis.- Multiple Regression with a Single Dependent Variable.- System of Equations.- Canonical Correlation Analysis.- Categorical Dependent Variables.- Rank-Ordered Data.- Error in Variables – Analysis of Covariance Structure.- Cluster Analysis.- Analysis of Similarity and Preference Data.- Appendices.

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