Foundations of Factor Analysis

2. Auflage 2009
ISBN: 978-1-4200-9961-4
Verlag: Taylor & Francis Ltd

Buch, Englisch, 548 Seiten, Format (B × H): 167 mm x 244 mm, Gewicht: 990 g

Reihe: Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences

Providing a practical, thorough understanding of how factor analysis works, Foundations of Factor Analysis, Second Edition discusses the assumptions underlying the equations and procedures of this method. It also explains the options in commercial computer programs for performing factor analysis and structural equation modeling. This long-awaited edition takes into account the various developments that have occurred since the publication of the original edition.

New to the Second Edition

- A new chapter on the multivariate normal distribution, its general properties, and the concept of maximum-likelihood estimation

- More complete coverage of descriptive factor analysis and doublet factor analysis

- A rewritten chapter on analytic oblique rotation that focuses on the gradient projection algorithm and its applications

- Discussions on the developments of factor score indeterminacy

- A revised chapter on confirmatory factor analysis that addresses philosophy of science issues, model specification and identification, parameter estimation, and algorithm derivation

Presenting the mathematics only as needed to understand the derivation of an equation or procedure, this textbook prepares students for later courses on structural equation modeling. It enables them to choose the proper factor analytic procedure, make modifications to the procedure, and produce new results.

Zielgruppe

Graduate students and researchers in psychology, sociology, educational measurement, marketing, organizational behavior, health science, and statistics.

Autoren/Hrsg.

Mulaik, Stanley A

Fachgebiete

• Mathematik | Informatik Mathematik Mathematische Analysis Elementare Analysis und Allgemeine Begriffe
• Sozialwissenschaften Psychologie Psychologie / Allgemeines & Theorie Psychologische Forschungsmethoden
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Mathematik | Informatik Mathematik Mathematische Analysis Differentialrechnungen und -gleichungen
• Sozialwissenschaften Soziologie | Soziale Arbeit Soziologie Allgemein Empirische Sozialforschung, Statistik

Inhaltsverzeichnis

Introduction. Mathematical Foundations for Factor Analysis. Composite Variables and Linear Transformations. Multiple and Partial Correlations. Multivariate Normal Distribution. Fundamental Equations of Factor Analysis. Methods of Factor Extraction. Common-Factor Analysis. Other Models of Factor Analysis. Factor Rotation. Orthogonal Analytic Rotation. Oblique Analytic Rotation. Factor Scores and Factor Indeterminacy. Factorial Invariance. Confirmatory-Factor Analysis. References. Indices.

Über Autor(innen)

Stanley A. Mulaik is a Professor Emeritus in the School of Psychology at the Georgia Institute of Technology.