Factor analysis and related techniques:
Saved in:
| Other Authors: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
London [u.a.]
Sage [u.a.]
1994
|
| Series: | International handbooks of quantitative applications in the social sciences
5 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | X, 424 S. graph. Darst. |
| ISBN: | 080395431X |
Staff View
MARC
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| 245 | 1 | 0 | |a Factor analysis and related techniques |c Michael S. Lewis-Beck, ed. |
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Record in the Search Index
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| adam_text | CONTENTS
Editor s Introduction viii
by Michael S. Lewis Beck
Part I: Introduction to Factor Analysis:
What It Is and How to Do It
by Jae On Kim and Charles W. Mueller
1. Introduction 1
2. Logical Foundations of Factor Analysis 6
3. Obtaining Factor Analysis Solutions 40
Note 64
Questions Pertaining to Books, Journals, and
Computer Programs 65
References 65
Glossary 69
Part II: Factor Analysis:
Statistical Methods and Practical Issues
by Jae On Kim and Charles W. Mueller
1. Introduction 75
2. Methods of Extracting Initial Factors 80
3. Methods of Rotation 97
4. Number of Factors Problem Revisited 109
5. Introduction to Confirmatory Factor Analysis 114
6. Construction of Factor Scales 128
7. Brief Answers to Questions Frequently Asked 141
References 146
Glossary 150
Part III: Principal Components Analysis
by George H. Dunteman
1. Introduction 157
2. Basic Concepts of Principal Components Analysis 165
3. Geometrical Properties of Principal Components 173
4. Decomposition Properties of the Principal Components 192
5. Principal Components of Patterned Correlation Matrices
195
6. Rotation of Principal Components 198
7. Using Principal Components to Select a Subset of Variables
200
8. Principal Components Versus Factor Analysis 205
9. Uses of Principal Components in Regression Analysis 215
10. Using Principal Components to Detect Outlying and
Influential Observations 225
11. Use of Principal Components in Cluster Analysis 228
12. Use of Principal Components Analysis in Conjunction with
Other Multivariate Analysis Procedures 230
13. Other Techniques Related to Principal Components 237
14. Summary and Conclusions 242
References 244
Part IV: Confirmatory Factor Analysis:
A Preface to LISREL
by J. Scott Long
Notation 247
Preface 249
1. Introduction 251
2. Specification of the Confirmatory Factor Model 258
3. Identification of the Confirmatory Factor Model 274
4. Estimation of the Confirmatory Factor Model 296
5. Assessment of Fit in the Confirmatory Factor Model 301
6. Conclusions 319
Appendix I: Correlations and Standard Deviations from
Wheaton/Hennepin Sample 322
Appendix II: Software to Estimate the Confirmatory Factor
Model (CFM) 322
Notes 323
References 326 i
i
i
I
Part V: Covariance Structure Models:
An Introduction to LISREL
by J. Scott Long
Notation 329
Preface 331
1. Introduction 333
2. The Measurement Model 341
3. The Structural Equation Model 347
4. The Covariance Structure Model 377
5. Conclusion 405
Appendix: Covariance/Correlation Matrices for Examples
408
Notes 410
References 411
Index 415
About the Editor 422
About the Authors 423
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| indexdate | 2024-07-09T17:42:03Z |
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| isbn | 080395431X |
| language | English |
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| physical | X, 424 S. graph. Darst. |
| publishDate | 1994 |
| publishDateSearch | 1994 |
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| publisher | Sage [u.a.] |
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| series | International handbooks of quantitative applications in the social sciences |
| series2 | International handbooks of quantitative applications in the social sciences |
| spelling | Factor analysis and related techniques Michael S. Lewis-Beck, ed. London [u.a.] Sage [u.a.] 1994 X, 424 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier International handbooks of quantitative applications in the social sciences 5 Sozialwissenschaften Factor analysis Social sciences Statistical methods LISREL (DE-588)4123662-2 gnd rswk-swf Faktorenanalyse (DE-588)4016338-6 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Faktorenanalyse (DE-588)4016338-6 s DE-604 LISREL (DE-588)4123662-2 s Lewis-Beck, Michael S. 1943- (DE-588)141262656 edt International handbooks of quantitative applications in the social sciences 5 (DE-604)BV008909179 5 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006524530&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Factor analysis and related techniques International handbooks of quantitative applications in the social sciences Sozialwissenschaften Factor analysis Social sciences Statistical methods LISREL (DE-588)4123662-2 gnd Faktorenanalyse (DE-588)4016338-6 gnd |
| subject_GND | (DE-588)4123662-2 (DE-588)4016338-6 (DE-588)4143413-4 |
| title | Factor analysis and related techniques |
| title_auth | Factor analysis and related techniques |
| title_exact_search | Factor analysis and related techniques |
| title_full | Factor analysis and related techniques Michael S. Lewis-Beck, ed. |
| title_fullStr | Factor analysis and related techniques Michael S. Lewis-Beck, ed. |
| title_full_unstemmed | Factor analysis and related techniques Michael S. Lewis-Beck, ed. |
| title_short | Factor analysis and related techniques |
| title_sort | factor analysis and related techniques |
| topic | Sozialwissenschaften Factor analysis Social sciences Statistical methods LISREL (DE-588)4123662-2 gnd Faktorenanalyse (DE-588)4016338-6 gnd |
| topic_facet | Sozialwissenschaften Factor analysis Social sciences Statistical methods LISREL Faktorenanalyse Aufsatzsammlung |
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