Modern Factor Analysis

Modern Factor Analysis
Author: Harry H. Harman
Publisher: University of Chicago Press
Total Pages: 522
Release: 1976-04
Genre: Mathematics
ISBN: 9780226316529

Foundations of factor analysis; Direct factor analysis methods; Derived factor solutions; Factor measurements.

Introduction to Factor Analysis

Introduction to Factor Analysis
Author: Jae-On Kim
Publisher: SAGE
Total Pages: 84
Release: 1978-11
Genre: Mathematics
ISBN: 9780803911659

Describes the mathematical and logical foundations at a level that does not presume advanced mathematical or statistical skills. It illustrates how to do factor analysis with several of the more popular packaged computer programs.

Exploratory Factor Analysis

Exploratory Factor Analysis
Author: W. Holmes Finch
Publisher: SAGE Publications
Total Pages: 133
Release: 2019-09-05
Genre: Social Science
ISBN: 1544339879

A firm knowledge of factor analysis is key to understanding much published research in the social and behavioral sciences. Exploratory Factor Analysis by W. Holmes Finch provides a solid foundation in exploratory factor analysis (EFA), which along with confirmatory factor analysis, represents one of the two major strands in this field. The book lays out the mathematical foundations of EFA; explores the range of methods for extracting the initial factor structure; explains factor rotation; and outlines the methods for determining the number of factors to retain in EFA. The concluding chapter addresses a number of other key issues in EFA, such as determining the appropriate sample size for a given research problem, and the handling of missing data. It also offers brief introductions to exploratory structural equation modeling, and multilevel models for EFA. Example computer code, and the annotated output for all of the examples included in the text are available on an accompanying website.