Textbook in PDF format
Table of contents:
The Scope of Factor Analysis
Parameters in Factor Models
Principal Component Analysis
Estimation in the Unrestricted Model
Sampling Formulae for the Unrestricted Model
Factor Transformation and Interpretation
Estimation in Restricted Factor Models
The Estimation of Factor Scores
Identifying Factors in Different Populations
Appendix I. Matrix Algebra
Appendix II. Some Methods of Minimising Functions