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 1|13 pages

INTRODUCTION

chapter 2|23 pages

BASIC FACTOR MODELS

chapter 3|20 pages

MATRIX ALGEBRA AND FACTOR ANALYSIS

chapter 4|16 pages

GEOMETRIC REPRESENTATION OF FACTOR MODELS

chapter 5|21 pages

DIAGONAL AND MULTIPLE-GROUP ANALYSIS

chapter 6|33 pages

PRINCIPAL FACTOR SOLUTIONS

chapter 7|15 pages

CONFIRMATORY MAXIMUM LIKELIHOOD SOLUTIONS

chapter 8|33 pages

DETERMINING THE NUMBER OF FACTORS

chapter 9|38 pages

ROTATION AND INTERPRETATION OF FACTORS

chapter 10|26 pages

ROTATION

chapter 11|18 pages

1 HIGHER-ORDER FACTORS

chapter 12|20 pages

FACTOR SCORES

chapter 13|14 pages

RELATING FACTORS ACROSS STUDIES

chapter 15|18 pages

TWO- AND THREE-MODE FACTOR ANALYSIS

chapter 16|22 pages

THE REPLICATION AND INVARIANCE OF FACTORS

chapter 17|19 pages

FACTOR ANALYSIS AS A RESEARCH TECHNIQUE

chapter 18|13 pages

8 EPILOGUE