Applied Multivariate Analysis

• Corporate Author: SpringerLink (Online service)
• Other Authors: Timm, Neil H. (Editor)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York, 2002.
• Series: Springer Texts in Statistics,
• Subjects: Mathematics.; Mathematical analysis.; Analysis (Mathematics).; Potential theory (Mathematics).; Probabilities.; Statistics.; Analysis.; Potential Theory.; Probability Theory and Stochastic Processes.; Statistical Theory and Methods.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics for Business/Economics/Mathematical Finance/Insurance.

Univariate statistical analysis is concerned with techniques for the analysis of a single random variable. This book is about applied multivariate analysis. It was written to p- vide students and researchers with an introduction to statistical techniques for the ana- sis of continuous quantitative m...

Table of Contents:

• Vectors and Matrices
• Multivariate Distributions and the Linear Model
• Multivariate Regression Models
• Seemingly Unrelated Regression Models
• Multivariate Random and Mixed Models
• Discriminant and Classification Analysis
• Principal Component, Canonical Correlation, and Exploratory Factor Analysis
• Cluster Analysis and Multidimensional Scaling
• Structural Equation Models.