Exploratory factor analysis:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne
SAGE
[2020]
|
| Schriftenreihe: | Quantitative applications in the social sciences
182 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverzeichnis Seite: 111-117 |
| Beschreibung: | x, 125 Seiten Diagramme |
| ISBN: | 9781544339887 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804180772608802816 |
|---|---|
| adam_text | Exploratory Factor
Analysis
W Holmes Finch
Ball State University
©SAGE
Los Angeles | London | New Delhi
Singapore | Washington DC | Melbourne
CONTENTS
Series Editor’s Introduction ix
About the Author xi
Acknowledgments xiii
Chapter 1: Introduction to Factor Analysis 1
Latent and Observed Variables 1
The Importance of Theory in Doing Factor Analysis 3
Comparison of Exploratory and Confirmatory
Factor Analysis 5
EFA and Other Multivariate Data Reduction Techniques 7
A Brief Word About Software 10
Outline of the Book 10
Chapter 2: Mathematical Underpinnings of
Factor Analysis 13
Correlation and Covariance Matrices 13
The Common Factor Model 15
Correspondence Between the Factor Model
and the Covariance Matrix 18
Eigenvalues 19
Error Variance and Communalities 21
Summary 22
Chapter 3: Methods of Factor Extraction in Exploratory
Factor Analysis 23
Eigenvalues, Factor Loadings, and the Observed Correlation
Matrix 25
Maximum Likelihood 28
Principal Axis Factoring 29
Principal Components Analysis 20
Principal Components Versus Factor Analysis 31
Other Factor Extraction Methods 32
Example 33
Summary 37
Chapter 4: Methods of Factor Rotation 39
Simple Structure ^9
Orthogonal Versus Oblique Rotation Methods 40
Common Orthogonal Rotations 42
Varimax Rotation 42
Quartimax Rotation 4g
Equamax Rotation 42
Common Oblique Rotations 4g
Promax Rotation 4g
Oblimin 53
Geomin Rotation 55
Target Factor Rotation 57
Bifactor Rotation 60
Example 64
Deciding Which Rotation to Use 67
Summary 68
Appendix 70
Chapter 5: Methods for Determining the Number of Factors to
Retain in Exploratory Factor Analysis 71
Scree Plot and Eigenvalue Greater Than 1 Rule 71
Objective Methods Based on the Scree Plot 75
Eigenvalues and the Proportion of Variance Explained 77
Residual Correlation Matrix 79
Chi-Square Goodness of Fit Test for Maximum Likelihood 80
Parallel Analysis 82
Minimum Average Partial 84
Very Simple Structure 85
Example 87
Summary 90
Chapter 6: Final Issues in Factor Analysis 93
Proper Reporting Practices for Factor Analysis 94
Factor Scores 96
Power Analysis and A Priori Sample Size Determination 101
Dealing With Missing Data 103
Exploratory Structural Equation Modeling 106
Multilevel EFA 107
Summary 109
References
Index
111
|
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| id | DE-604.BV046302004 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:41:04Z |
| institution | BVB |
| isbn | 9781544339887 |
| language | English |
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| series | Quantitative applications in the social sciences |
| series2 | Quantitative applications in the social sciences |
| spelling | Finch, W. Holmes Verfasser (DE-588)1058559753 aut Exploratory factor analysis W. Holmes Finch, Ball State University Los Angeles ; London ; New Delhi ; Singapore ; Washington DC ; Melbourne SAGE [2020] x, 125 Seiten Diagramme txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 182 Literaturverzeichnis Seite: 111-117 Faktorenanalyse (DE-588)4016338-6 gnd rswk-swf Faktorenanalyse (DE-588)4016338-6 s DE-604 Quantitative applications in the social sciences 182 (DE-604)BV000005102 182 HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031679300&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| subject_GND | (DE-588)4016338-6 |
| title | Exploratory factor analysis |
| title_auth | Exploratory factor analysis |
| title_exact_search | Exploratory factor analysis |
| title_full | Exploratory factor analysis W. Holmes Finch, Ball State University |
| title_fullStr | Exploratory factor analysis W. Holmes Finch, Ball State University |
| title_full_unstemmed | Exploratory factor analysis W. Holmes Finch, Ball State University |
| title_short | Exploratory factor analysis |
| title_sort | exploratory factor analysis |
| topic | Faktorenanalyse (DE-588)4016338-6 gnd |
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