A first course in factor analysis:
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Hillsdale, NJ [u.a.]
Erlbaum
1992
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Diskette 1 u.d.T.: Mainframe program in Fortran. - Systemvoraussetzungen: Math co-processor required |
| Beschreibung: | XII, 430 S. graph. Darst. 2 Disketten (9 cm) |
| ISBN: | 0805810625 |
Internformat
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| 100 | 1 | |a Comrey, Andrew Laurence |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a A first course in factor analysis |c Andrew L. Comrey ; Howard B. Lee |
| 246 | 1 | 3 | |a Mainframe program in Fortran |
| 250 | |a 2. ed. | ||
| 264 | 1 | |a Hillsdale, NJ [u.a.] |b Erlbaum |c 1992 | |
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Datensatz im Suchindex
| _version_ | 1804135894521741312 |
|---|---|
| adam_text | CONTENTS
Preface to the First Edition ix
Preface to the Second Edition xi
1. Introduction 1
1.1 FACTOR ANALYTIC GOALS AND PROCEDURES 4
1.2 SOURCES OF DISAGREEMENT IN FACTOR ANALYTIC
RESEARCH 12
1.3 PLAN OF THE BOOK 14
2. The Factor Analytic Model 21
2.1 THE SPECIFICATION EQUATION 21
2.2 THE FUNDAMENTAL EQUATION OF FACTOR ANALYSIS 27
2.3 FACTOR EXTRACTION 35
2.4 FACTOR ROTATION 37
2.5 GEOMETRIC REPRESENTATION OF THE FACTOR MODEL 40
3. Factor Extraction by the Centroid Method 52
3.1 EQUATIONS FOR THE CENTROID METHOD 53
3.2 A FOUR VARIABLE, TWO FACTOR EXAMPLE 55
3.3 A 12 VARIABLE, FOUR FACTOR EXAMPLE 59
3.4 ITERATING THE COMMUNALITIES 75
4. Methods of Factor Extraction 78
4.1 THE PRINCIPAL FACTOR METHOD 78
4.2 THE MINIMUM RESIDUAL METHOD 88
4.3 THE COMMUNALITIES 99
AA DETERMINING HOW MANY FACTORS TO EXTRACT 106
4.5 OTHER METHODS OF FACTOR EXTRACTION 109
5. Orthogonal Hand Rotations 111
5.1 INTRODUCTION ///
5.2 ORTHOGONAL ROTATION OF THE 12 VARIABLE PROBLEM 117
vi CONTENTS
6. Oblique Hand Rotations 133
6.1 OBLIQUE FACTOR AXES 133
6.2 REFERENCE VECTOR STRUCTURE 139
6.3 OBLIQUE ROTATION OF THE 12 VARIABLE PROBLEM 146
6.4 OBTAINING THE ADDITIONAL MATRICES t , S, AND P 154
6.5 HAND ROTATED SOLUTIONS VERSUS ANALYTIC
SOLUTIONS 169
7. Simple Structure and Other Rotational Criteria 171
7.1 INTRODUCTION 171
7.2 ALTERNATIVE CRITERIA FOR ROTATION 176
7.3 ANALYTIC METHODS OF ROTATION 181
1A THE KAISER VARIMAX METHOD 189
7.5 THE TANDEM CRITERIA METHOD 194
7.6 ONE STRATEGY FOR FACTOR ANALYTIC WORK 202
8. Planning the Standard Design Factor Analysis 205
8.1 SOME PRINCIPLES OF DESIGN 205
8.2 DATA VARIABLES 213
8.3 CORRELATION COEFFICIENTS 220
8.4 COMMON ERRORS IN THE USE OF FACTOR ANALYSIS 226 ,
9. Alternate Designs in Factor Analysis 229 I
9.1 Q TECHNIQUE 229
9.2 P TECHNIQUE 236
9.3 LESSER KNOWN DESIGNS 238
10. Interpretation and Application of Factor Analytic Results 240
10.1 INTRODUCTION 240 ¦
10.2 FACTOR ANALYSIS AND MULTIPLE REGRESSION
ANALYSIS 246 i
10.3 FACTOR SCORES 249
10.4 REPORTING A FACTOR ANALYTIC STUDY 255
10.5 APPLICATIONS OF FACTOR ANALYSIS 259
11. Development of the Comrey Personality Scales:
An Example of the Use of Factor Analysis 263
11.1 STUDIES OF MMP1 ITEMS 264
11.2 THE FHID APPROACH 265
11.3 FACTOR ANALYTIC STUDIES TO DEVELOP THE CPS
TAXONOMY 269
11.4 FACTOR ANALYSIS OF THE FHIDS IN THE CPS 271
11.5 VALIDATION OF A FACTOR ANALYTIC TAXONOMY 291
11.6 VALIDITY OF THE FACTORS MAKING UP THE CPS
TAXONOMY 292
12. Confirmatory Factor Analysis 299
12.1 SOME MATHEMATICAL BACKGROUND 299
12.2 APPLYING CFA TO THE 12 VARIABLE SAMPLE PROBLEM 301
CONTENTS vii
12.3 ANALYSIS OF COVARIANCE MATRICES 308
12.4 ESTIMATING THE UNKNOWN CFA PARAMETERS 310
12.5 GOODNESS OF FIT 312
12.6 A TWO SAMPLE EXAMPLE 316
12.7 A SECOND ORDER FACTOR ANALYSIS 320
12.8 OTHER CFA APPROACHES 322
13. Structural Equation Models 326
13.1 REGRESSION MODELS 327
13.2 MEASURED VARIABLE MODELS 331
13.3 FACTOR ANALYTIC MODELS 333
13.4 UNRESTRICTED LATENT VARIABLE MODELS 335
13.5 STRUCTURAL EQUATION MODELS AS CAUSAL MODELS 337
13.6 ADVANCED MODELS 342
13.7 DIFFERENCES BETWEEN EQS AND LISREL NOTATION 350
14. Computer Programs 356
14.1 PROGRAM 1. SCORING 358
14.2 PROGRAM 2. REGRESSION PLOT 360
14.3 PROGRAM 3. FREQUENCY DISTRIBUTION 362
14.4 PROGRAM 4. SCALED SCORE EQUIVALENTS 363
14.5 PROGRAM 5. FACTOR ANALYSIS 365
14.6 PROGRAM 6. TANDEM CRITERIA 371
14.7 PROGRAM 7. VARIMAX ROTATION 374
14.8 PROGRAM 8. HAND ROTATION 375
14.9 PROGRAM 9. ANALYTIC OBLIQUE ROTATION 378
14.10 PROGRAM 10. MULTIPLE REGRESSION 381
14.11 PROGRAM 11. CENTROID FACTOR ANALYSIS 383
14.12 PROGRAM 12. OUTLIER DETECTION 383
14.13 COMMERCIAL COMPUTER PACKAGES 385
References 413
Author Index 421
Subject Index 425
|
| adam_txt |
CONTENTS
Preface to the First Edition ix
Preface to the Second Edition xi
1. Introduction 1
1.1 FACTOR ANALYTIC GOALS AND PROCEDURES 4
1.2 SOURCES OF DISAGREEMENT IN FACTOR ANALYTIC
RESEARCH 12
1.3 PLAN OF THE BOOK 14
2. The Factor Analytic Model 21
2.1 THE SPECIFICATION EQUATION 21
2.2 THE FUNDAMENTAL EQUATION OF FACTOR ANALYSIS 27
2.3 FACTOR EXTRACTION 35
2.4 FACTOR ROTATION 37
2.5 GEOMETRIC REPRESENTATION OF THE FACTOR MODEL 40
3. Factor Extraction by the Centroid Method 52
3.1 EQUATIONS FOR THE CENTROID METHOD 53
3.2 A FOUR VARIABLE, TWO FACTOR EXAMPLE 55
3.3 A 12 VARIABLE, FOUR FACTOR EXAMPLE 59
3.4 ITERATING THE COMMUNALITIES 75
4. Methods of Factor Extraction 78
4.1 THE PRINCIPAL FACTOR METHOD 78
4.2 THE MINIMUM RESIDUAL METHOD 88
4.3 THE COMMUNALITIES 99
AA DETERMINING HOW MANY FACTORS TO EXTRACT 106
4.5 OTHER METHODS OF FACTOR EXTRACTION 109
5. Orthogonal Hand Rotations 111
5.1 INTRODUCTION ///
5.2 ORTHOGONAL ROTATION OF THE 12 VARIABLE PROBLEM 117
vi CONTENTS
6. Oblique Hand Rotations 133
6.1 OBLIQUE FACTOR AXES 133
6.2 REFERENCE VECTOR STRUCTURE 139
6.3 OBLIQUE ROTATION OF THE 12 VARIABLE PROBLEM 146
6.4 OBTAINING THE ADDITIONAL MATRICES t , S, AND P 154
6.5 HAND ROTATED SOLUTIONS VERSUS ANALYTIC
SOLUTIONS 169
7. Simple Structure and Other Rotational Criteria 171
7.1 INTRODUCTION 171
7.2 ALTERNATIVE CRITERIA FOR ROTATION 176
7.3 ANALYTIC METHODS OF ROTATION 181
1A THE KAISER VARIMAX METHOD 189
7.5 THE TANDEM CRITERIA METHOD 194
7.6 ONE STRATEGY FOR FACTOR ANALYTIC WORK 202
8. Planning the Standard Design Factor Analysis 205
8.1 SOME PRINCIPLES OF DESIGN 205
8.2 DATA VARIABLES 213
8.3 CORRELATION COEFFICIENTS 220
8.4 COMMON ERRORS IN THE USE OF FACTOR ANALYSIS 226 ,
9. Alternate Designs in Factor Analysis 229 I
9.1 Q TECHNIQUE 229 \
9.2 P TECHNIQUE 236
9.3 LESSER KNOWN DESIGNS 238
10. Interpretation and Application of Factor Analytic Results 240
10.1 INTRODUCTION 240 '¦
10.2 FACTOR ANALYSIS AND MULTIPLE REGRESSION
ANALYSIS 246 i
10.3 FACTOR SCORES 249
10.4 REPORTING A FACTOR ANALYTIC STUDY 255
10.5 APPLICATIONS OF FACTOR ANALYSIS 259
11. Development of the Comrey Personality Scales:
An Example of the Use of Factor Analysis 263
11.1 STUDIES OF MMP1 ITEMS 264
11.2 THE FHID APPROACH 265
11.3 FACTOR ANALYTIC STUDIES TO DEVELOP THE CPS
TAXONOMY 269
11.4 FACTOR ANALYSIS OF THE FHIDS IN THE CPS 271
11.5 VALIDATION OF A FACTOR ANALYTIC TAXONOMY 291
11.6 VALIDITY OF THE FACTORS MAKING UP THE CPS
TAXONOMY 292
12. Confirmatory Factor Analysis 299
12.1 SOME MATHEMATICAL BACKGROUND 299
12.2 APPLYING CFA TO THE 12 VARIABLE SAMPLE PROBLEM 301
CONTENTS vii
12.3 ANALYSIS OF COVARIANCE MATRICES 308
12.4 ESTIMATING THE UNKNOWN CFA PARAMETERS 310
12.5 GOODNESS OF FIT 312
12.6 A TWO SAMPLE EXAMPLE 316
12.7 A SECOND ORDER FACTOR ANALYSIS 320
12.8 OTHER CFA APPROACHES 322
13. Structural Equation Models 326
13.1 REGRESSION MODELS 327
13.2 MEASURED VARIABLE MODELS 331
13.3 FACTOR ANALYTIC MODELS 333
13.4 UNRESTRICTED LATENT VARIABLE MODELS 335
13.5 STRUCTURAL EQUATION MODELS AS "CAUSAL" MODELS 337
13.6 ADVANCED MODELS 342
13.7 DIFFERENCES BETWEEN EQS AND LISREL NOTATION 350
14. Computer Programs 356
14.1 PROGRAM 1. SCORING 358
14.2 PROGRAM 2. REGRESSION PLOT 360
14.3 PROGRAM 3. FREQUENCY DISTRIBUTION 362
14.4 PROGRAM 4. SCALED SCORE EQUIVALENTS 363
14.5 PROGRAM 5. FACTOR ANALYSIS 365
14.6 PROGRAM 6. TANDEM CRITERIA 371
14.7 PROGRAM 7. VARIMAX ROTATION 374
14.8 PROGRAM 8. HAND ROTATION 375
14.9 PROGRAM 9. ANALYTIC OBLIQUE ROTATION 378
14.10 PROGRAM 10. MULTIPLE REGRESSION 381
14.11 PROGRAM 11. CENTROID FACTOR ANALYSIS 383
14.12 PROGRAM 12. OUTLIER DETECTION 383
14.13 COMMERCIAL COMPUTER PACKAGES 385
References 413
Author Index 421
Subject Index 425 |
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| institution | BVB |
| isbn | 0805810625 |
| language | English |
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| spelling | Comrey, Andrew Laurence Verfasser aut A first course in factor analysis Andrew L. Comrey ; Howard B. Lee Mainframe program in Fortran 2. ed. Hillsdale, NJ [u.a.] Erlbaum 1992 XII, 430 S. graph. Darst. 2 Disketten (9 cm) txt rdacontent n rdamedia nc rdacarrier Diskette 1 u.d.T.: Mainframe program in Fortran. - Systemvoraussetzungen: Math co-processor required Faktorenanalyse (DE-588)4016338-6 gnd rswk-swf (DE-588)4151278-9 Einführung gnd-content Faktorenanalyse (DE-588)4016338-6 s DE-604 Lee, Howard B. Verfasser aut HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=015151193&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Comrey, Andrew Laurence Lee, Howard B. A first course in factor analysis Faktorenanalyse (DE-588)4016338-6 gnd |
| subject_GND | (DE-588)4016338-6 (DE-588)4151278-9 |
| title | A first course in factor analysis |
| title_alt | Mainframe program in Fortran |
| title_auth | A first course in factor analysis |
| title_exact_search | A first course in factor analysis |
| title_exact_search_txtP | A first course in factor analysis |
| title_full | A first course in factor analysis Andrew L. Comrey ; Howard B. Lee |
| title_fullStr | A first course in factor analysis Andrew L. Comrey ; Howard B. Lee |
| title_full_unstemmed | A first course in factor analysis Andrew L. Comrey ; Howard B. Lee |
| title_short | A first course in factor analysis |
| title_sort | a first course in factor analysis |
| topic | Faktorenanalyse (DE-588)4016338-6 gnd |
| topic_facet | Faktorenanalyse Einführung |
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