Factor Analysis

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.

Sommario

Contents: Preface. Preface to the First Edition. Introduction. Basic Factor Models. Matrix Algebra and Factor Analysis. Geometric Representation of Factor Models. Diagonal and Multiple-Group Analysis. Principle Factor Solutions. Confirmatory Maximum Likelihood Solutions. Determining the Number of Factors. Rotation and Interpretation of Factors. Rotation. Higher-Order Factors. Factor Scores. Relating Factors Across Studies. Data Transformations and Indices of Association. Two- and Three-Mode Factor Analysis. The Replication and Invariance of Factors. Factor Analysis as a Research Technique. Epilogue. Appendices: Data for Examples. Computer Programs for Factor Analysis. Accuracy of Computer Processing.

Info autore

Richard L. Gorsuch

Riassunto

Focusing on analysis as a scientific tool in psychology, education, sociology, and related areas, this text presents mathematical understanding and discussion of applications, and empirical evaluations of the importance of mathematical distinctions for applied scientific analysis.

Testo aggiuntivo

"The coverage of the text is extensive. It will give the student a very comprehensive view of factor analysis....should serve as a very useful reference for the student (and researcher) for many years."
—Contemporary Psychology

Dettagli sul prodotto

• Autori: Richard L. Gorsuch, Richard L. (Fuller Theological Seminary Gorsuch, Gorsuch Richard L.
• Editore: Taylor and Francis
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 01.11.1983
• EAN: 9780898592023
• ISBN: 978-0-89859-202-3
• Pagine: 448
• Peso: 793 g
• Categorie: Saggistica > Psicologia, esoterismo, spiritualità, antroposofia > Psicologia: tematiche generali, opere di consultazione; Scienze naturali, medicina, informatica, tecnica > Matematica > Teoria delle probabilità, stocastica, statistica matematica; Scienze sociali, diritto, economia > Sociologia > Teorie sociologiche; SOCIAL SCIENCE / Research, MATHEMATICS / General, SOCIAL SCIENCE / Statistics, Mathematics, Social research & statistics, Social research and statistics