ABSTRACT

Comprehensive and comprehensible, this classic covers the basic and advanced topics essential for using factor analysis as a scientific tool in psychology, education, sociology, and related areas. Emphasizing the usefulness of the techniques, it presents sufficient mathematical background for understanding and sufficient discussion of applications for effective use. This includes not only theory but also the empirical evaluations of the importance of mathematical distinctions for applied scientific analysis.

chapter |13 pages

1 Introduction

chapter |23 pages

2 Basic Factor Models

chapter |20 pages

3 Matrix Algebra and Factor Analysis

chapter |21 pages

5 Diagonal and Multiple-Group Analysis

chapter |33 pages

6 Principal Factor Solutions

chapter |33 pages

8 Determining the Number of Factors

chapter |26 pages

* 10 Rotation

chapter |18 pages

11 Higher-Order Factors

chapter |20 pages

12 Factor Scores

chapter |14 pages

13 Relating Factors Across Studies

chapter |18 pages

* 15 Two-and Three-Mode Factor Analysis

chapter |13 pages

18 Epilogue