Applied multivariate analysis /

• Main Author: Timm, Neil H. (συγγραφέας.)
• Format: eBook
• Language: English
• Published: New York : Springer, c2002.
• Series: Springer texts in statistics
• Subjects: Πολυμεταβλητή ανάλυση.; Ηλεκτρονικά βιβλία

This textbook provides a broad overview of the basic theory and methods of applied multivariate analysis. The presentation integrates both theory and practice including both the analysis of formal linear multivariate models and exploratory data analysis techniques. Each chapter contains the developm...

Table of Contents:

• Cover
• Preface
• Acknowledgments
• Contents
• List of Tables
• List of Figures
• 1. Introduction
• 2. Vectors and Matrices
• 3. Multivariate Distributions and the LInear Model
• 4. Multivariate Regression Models
• 5. Seemingly Unrelated Regression Models
• 6. Multivariate Random and MIxed Models
• 7. Discriminant and Classification Analysis
• 8. Principal Component, Canonical Correlation, and Exploratory FActor Analysis
• 9. Cluster Analysis and Multidimensional Scaling
• 10. Structural Equation Models
• Appendix A
• References
• Author Index.