TY  - BOOK
AU  - Gatignon,Hubert
TI  - Statistical analysis of management data
SN  - 9781461485933
U1  - 000SB:650 23
PY  - 2014///
CY  - New York
PB  - Springer
KW  - Management
KW  - Statistical methods.
KW  - Industrial management
KW  - Multivariate analysis
N1  - Includes index; 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.- 
14. Appendices: A: Rules in Matrix Algebra.- 
B: Statistical Tables.- 
C: Description of Data Sets--
Index
N2  - "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."--BOOK JACKET
ER  -