TY  - BOOK
AU  - Harlow,Lisa L.
TI  - Essence of multivariate thinking: basic themes and methods 
T2  - Multivariate applications book series
SN  - 9780415873727 (pbk.)
U1  - 000SA.07 23
PY  - 2014///
CY  - New York
PB  - Routledge
KW  - Multivariate analysis
KW  - Psychology
KW  - Mathematical models
N1  - Includes bibliographical references and indexes; Part I: Overview
1. Introduction and Multivariate Themes 
2. Background Considerations 

Part II: Intermediate multivariate Methods with one Continuous Outcome
3. Multiple Regression 
4. Analysis of Covariance 

Part III: Multivariate group methods with categorical variable(s)
5. Multivariate analysis of variance 
6. Discriminant Function Analysis 
7. Logistic Regression 

Part IV: Multivatiate Mode3ling Methods
8. Multi-level Modeling 
9. Principal Components and Factor Analysis 

Part V: Structural Equation Modeling
10. Structural Equation Modeling Overview 
11. Path Analysis 
12. Confirmatory Factor Analysis 
13. Latent Variable Modeling 

Part VI: Summary
14. Integration of Multivariate Methods 
Appendix A Codebook for Data Used in Example 
Appendix B Matrices and Multivariate Methods

Author index.
Subject index
N2  - By focusing on underlying themes, this book helps readers better understand the connections between multivariate methods. For each method the author highlights: the similarities and differences between the methods, when they are used and the questions they address, the key assumptions and equations, and how to interpret the results
ER  -