Structural equations with latent variables:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Wiley
1989
|
| Schriftenreihe: | Wiley series in probability and mathematical statistics
A Wiley-interscience publication |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Literaturverz. S. 471 - 487 |
| Beschreibung: | XIV, 514 S. graph. Darst. |
| ISBN: | 0471011711 9780471011712 |
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| 100 | 1 | |a Bollen, Kenneth A. |d 1951- |e Verfasser |0 (DE-588)17020717X |4 aut | |
| 245 | 1 | 0 | |a Structural equations with latent variables |c Kenneth A. Bollen |
| 264 | 1 | |a New York [u.a.] |b Wiley |c 1989 | |
| 300 | |a XIV, 514 S. |b graph. Darst. | ||
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Datensatz im Suchindex
| _version_ | 1804122327983587328 |
|---|---|
| adam_text | Contents
1.
Introduction
1
Historical Background,
4
2.
Model Notation, Covariances, and
Patii
Analysis
10
Model Notation,
10
Latent Variable Model,
11
Measurement Model,
16
Covariance,
21
Covariance Algebra,
21
Sample Covariaaces,
23
Path Analysis,
32
Path Diagrams,
32
Decomposition of Covariances and Correlations,
34
Total, Direct, and Indirect Effects,
36
Summary,
39
3.
Causality
må
Causal Models
Ш
Nature of Causality,
40
Isolation,
45
Association,
57
Direction of Carnation,
61
Limitations of
Cansai
Modeling,
67
Medel-Data
versus Model-Reality Consistency,
67
Experimental aad Nonexperimental Research,
72
ix
X
CONTENTS
Criticisms of Structural Equation Models,
78
Summary,
79
4.
Structural Equation Models with Observed Variables
80
Model Specification,
80
Implied Covariance Matrix,
85
Identification,
88
/-Rule,
93
Null
В
Rule,
94
Recursive Rule,
95
Rank and Order Conditions,
98
Summary of Identification Rules,
103
Estimation,
104
Maximum Likelihood (ML),
107
Unweighted Least Squares (ULS), 111
Generalized Least Squares (GLS),
113
Other Estimators,
115
Empirical Examples,
116
Further Topics,
123
Standardized and Unstandardked Coefficients,
123
Alternative Assumptions for x,
126
Interaction Terms,
128
Intercepts,
129
Analysis of Variance (ANOVA)
and Related Techniques,
130
Summary,
131
Appendix 4A Derivation of F^
(y and
χ
Multinormal), 131
Appendix 4B Derivation of FML
(S
Wishart
Distribution),
134
Appendix 4C Numerical Solutions to Minimize
Fitting Functions,
136
Starting Values,
137
Steps in the Sequence,
138
Stopping Criteria,
143
Appendix 4D Illustrations of LISREL
and EQS Programs,
144
CONTENTS
x¡
LISREL
Program,
144
EQS
Program,
148
5.
The Consequences of Measurement Error
151
Univariate Consequences,
151
Bivariate and Simple Regression Consequences,
154
Consequences in Multiple Regression,
159
Correlated Errors of Measurement,
167
Consequences in Multiequation Systems,
168
Union Sentiment Example,
168
Unknown Reliabilities,
170
Objective and Subjective Socioeconomic Status
(SES),
172
Summary,
175
Appendix 5A Illustrations of LISREL and
EQS Programs,
176
LISREL Program,
176
EQS Program,
178
6.
Measurement Models: The Relation between Latent
and Observed Variables
179
Measurement Models,
179
Validity,
184
Content Validity,
185
Criterion Validity,
186
Construct Validity,
188
Convergent and Discriminant Validity,
190
Alternatives to Classical Validity Measures,
193
Summary,
206
Reliability,
206
Empirical Means of Assessing Reliability,
209
Alternatives to Classical Reliability Measures,
218
Summary,
221
Cause Indicators,
222
Summary,
223
Appendix €A LISREL Program for the
Multitrait-Multiinethod Example,
223
x¡f
CONTENTS
7.
Confirmatory Factor Analysis
226
Exploratory and Confirmatory Factor Analysis,
226
Model Specification,
233
Implied Covariance Matrix,
236
Identification,
238
(-Rule,
242
Three-Indicator Rules,
244
Two-Indicator Rules,
244
Summary of Rules,
246
An Insufficient Condition of Identification,
246
Empirical Tests of Identification,
246
Recommendations for Checking Identification,
251
Political Democracy Example,
251
Estimation,
254
Nonconvergence,
254
Model Evaluation,
256
Overall Model Fit Measures,
256
Component Fit Measures,
281
Does the Sympathy and Anger Model Fit?,
289
Comparisons of Models,
289
Likelihood Ratio (LR) Test,
292
Lagrangian Multiplier (LM) Test,
293
Wald
(W)
Test,
293
Summary of LR, LM, and
W
Tests,
295
Respecification of Model,
296
Theory and Substantive-Based Revisions,
296
Exploratory LR, LM, and
W
Tests,
298
Other Empirical Procedures,
303
Summary of Respecification Procedures,
304
ExteHsioas,
305
Factor Score Estimation,
305
Latent Variable Means and Equation Intercepts,
306
Cause Indicators,
311
Higher-Order Factor Analyses,
313
Summary»
315
Appendix
7
A Examples of
Program
Listings,
316
CONTENTS xjjj
Example
1:
Estimating Means and Intercepts,
316
Example
2:
Estimating a Higher-Order Factor Analysis,
317
8.
The General Model, Part I: Latent Variable and Measurement
Models Combined
319
Model Specification,
319
Implied Covariance Matrix,
323
Identification,
326
/-Rule,
328
Two-Step Rule,
328
MIMIC Rule,
331
Summary of Identification Rules,
331
Industrialization and Political Democracy Example,
332
Estimation and Model Evaluation,
333
Power of Significance Test,
338
Standardized and Unstandardized Coefficients,
349
Means and Equation Constants,
350
Comparing Groups,
355
Invariance
of Intercepts and Means,
365
Missing Values,
369
Alternative Estimators of Covariance Matrix,
370
Explicit Estimation,
373
Systematic Missing Values,
375
Total, Direct, and Indirect Effects,
376
Specific Effects,
383
Summary,
389
Appendix 8A Asymptotic Variances of Effects,
390
Appendix 8B Listing of the
ŁISREL
VI Program
for Missing Value Example,
393
9.
Tbe
Generał
Model» Part It Extensions
395
Alternative Natations/Representations,
395
Equality aad Inequality Constraints,
401
Quadratic
ană
Interaction Terms,
403
Instramental-Variable (IV) Estimators,
409
Distributional Assumptions,
415
xiv
CONTENTS
Consequences,
416
Detection,
418
Correction,
425
Categorical Observed Variables,
433
Assumptions Violated and Consequences,
433
Robustness Studies,
434
Summary of Robustness to Categorization,
438
Corrective Procedures,
439
Summary,
446
Appendix 9A LISREL Program for Model
in Figure 9.1(c),
447
Appendix A. Matrix Algebra Review
Scalare,
Vectors, and Matrices,
449
Matrix Operations,
450
Appendix B. Asymptotic Distribution Theory
Convergence in Probability,
466
Convergence in Distributions,
468
References
Index
449
466
471
489
|
| any_adam_object | 1 |
| author | Bollen, Kenneth A. 1951- |
| author_GND | (DE-588)17020717X |
| author_facet | Bollen, Kenneth A. 1951- |
| author_role | aut |
| author_sort | Bollen, Kenneth A. 1951- |
| author_variant | k a b ka kab |
| building | Verbundindex |
| bvnumber | BV007921631 |
| callnumber-first | H - Social Science |
| callnumber-label | HA29 B691S |
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| callnumber-subject | HA - Statistics |
| classification_rvk | CM 2500 CM 4000 MR 2000 MR 2100 QH 234 QH 253 SK 830 SK 840 |
| classification_tum | SOZ 720f MAT 620f |
| ctrlnum | (OCoLC)300934944 (DE-599)BVBBV007921631 |
| dewey-full | 300.28 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 300 - Social sciences |
| dewey-raw | 300.28 |
| dewey-search | 300.28 |
| dewey-sort | 3300.28 |
| dewey-tens | 300 - Social sciences |
| discipline | Soziologie Psychologie Mathematik Wirtschaftswissenschaften |
| format | Book |
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| genre | Strukturgleichung gnd |
| genre_facet | Strukturgleichung |
| id | DE-604.BV007921631 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T17:12:07Z |
| institution | BVB |
| isbn | 0471011711 9780471011712 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-005234707 |
| oclc_num | 300934944 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-703 DE-12 DE-19 DE-BY-UBM DE-473 DE-BY-UBG DE-739 DE-945 DE-824 DE-29 DE-N2 DE-N32 DE-91 DE-BY-TUM DE-521 DE-634 DE-188 DE-578 DE-83 DE-20 DE-11 |
| owner_facet | DE-355 DE-BY-UBR DE-703 DE-12 DE-19 DE-BY-UBM DE-473 DE-BY-UBG DE-739 DE-945 DE-824 DE-29 DE-N2 DE-N32 DE-91 DE-BY-TUM DE-521 DE-634 DE-188 DE-578 DE-83 DE-20 DE-11 |
| physical | XIV, 514 S. graph. Darst. |
| publishDate | 1989 |
| publishDateSearch | 1989 |
| publishDateSort | 1989 |
| publisher | Wiley |
| record_format | marc |
| series2 | Wiley series in probability and mathematical statistics A Wiley-interscience publication |
| spelling | Bollen, Kenneth A. 1951- Verfasser (DE-588)17020717X aut Structural equations with latent variables Kenneth A. Bollen New York [u.a.] Wiley 1989 XIV, 514 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and mathematical statistics A Wiley-interscience publication Literaturverz. S. 471 - 487 Analyse de données Analyse de variance ram Analyse multidimensionnelle Recherche en sciences sociales Sciences sociales - Méthodes statistiques Sciences sociales - Méthodes statistiques ram Variables aléatoires ram Variables latentes LISREL (DE-588)4123662-2 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Latente Variable (DE-588)4166860-1 gnd rswk-swf Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Parametrisierung (DE-588)4402701-1 gnd rswk-swf Analyse latenter Strukturen (DE-588)4142341-0 gnd rswk-swf Strukturgleichung gnd rswk-swf LISREL (DE-588)4123662-2 s DE-604 Strukturgleichung f Latente Variable (DE-588)4166860-1 s Sozialwissenschaften (DE-588)4055916-6 s Statistik (DE-588)4056995-0 s 1\p DE-604 Analyse latenter Strukturen (DE-588)4142341-0 s 2\p DE-604 Parametrisierung (DE-588)4402701-1 s 3\p DE-604 Digitalisierung UB Bamberg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005234707&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Bollen, Kenneth A. 1951- Structural equations with latent variables Analyse de données Analyse de variance ram Analyse multidimensionnelle Recherche en sciences sociales Sciences sociales - Méthodes statistiques Sciences sociales - Méthodes statistiques ram Variables aléatoires ram Variables latentes LISREL (DE-588)4123662-2 gnd Statistik (DE-588)4056995-0 gnd Latente Variable (DE-588)4166860-1 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Parametrisierung (DE-588)4402701-1 gnd Analyse latenter Strukturen (DE-588)4142341-0 gnd |
| subject_GND | (DE-588)4123662-2 (DE-588)4056995-0 (DE-588)4166860-1 (DE-588)4055916-6 (DE-588)4402701-1 (DE-588)4142341-0 |
| title | Structural equations with latent variables |
| title_auth | Structural equations with latent variables |
| title_exact_search | Structural equations with latent variables |
| title_full | Structural equations with latent variables Kenneth A. Bollen |
| title_fullStr | Structural equations with latent variables Kenneth A. Bollen |
| title_full_unstemmed | Structural equations with latent variables Kenneth A. Bollen |
| title_short | Structural equations with latent variables |
| title_sort | structural equations with latent variables |
| topic | Analyse de données Analyse de variance ram Analyse multidimensionnelle Recherche en sciences sociales Sciences sociales - Méthodes statistiques Sciences sociales - Méthodes statistiques ram Variables aléatoires ram Variables latentes LISREL (DE-588)4123662-2 gnd Statistik (DE-588)4056995-0 gnd Latente Variable (DE-588)4166860-1 gnd Sozialwissenschaften (DE-588)4055916-6 gnd Parametrisierung (DE-588)4402701-1 gnd Analyse latenter Strukturen (DE-588)4142341-0 gnd |
| topic_facet | Analyse de données Analyse de variance Analyse multidimensionnelle Recherche en sciences sociales Sciences sociales - Méthodes statistiques Variables aléatoires Variables latentes LISREL Statistik Latente Variable Sozialwissenschaften Parametrisierung Analyse latenter Strukturen Strukturgleichung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005234707&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT bollenkennetha structuralequationswithlatentvariables |