Statistical Analysis of Management Data
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ISBN-13:
9781441912695
Veröffentl:
2009
Erscheinungsdatum:
24.11.2009
Seiten:
388
Autor:
Hubert Gatignon
Gewicht:
734 g
Format:
242x164x33 mm
Sprache:
Englisch
Beschreibung:
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:
Offers comprehensive treatment of statistical analysis as applied to management data; other titles cover multivariate analysis more generally
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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