Latent variable models: an introduction to factor, path, and structural equation analysis
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| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Mahwah, NJ [u.a.]
Erlbaum
2004
|
| Edition: | 4. ed. |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XI, 317 S. Ill., graph. Darst. 1 CD-ROM (12 cm) |
| ISBN: | 0805849092 0805849106 |
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MARC
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| 100 | 1 | |a Loehlin, John C. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Latent variable models |b an introduction to factor, path, and structural equation analysis |c John C. Loehlin |
| 250 | |a 4. ed. | ||
| 264 | 1 | |a Mahwah, NJ [u.a.] |b Erlbaum |c 2004 | |
| 300 | |a XI, 317 S. |b Ill., graph. Darst. |e 1 CD-ROM (12 cm) | ||
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Record in the Search Index
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|---|---|
| adam_text | Contents
Preface
ix
Chapter One: Path models in factor, path, and structural equation
analysis
1
Path diagrams
2
Path analysis
8
Factor models
16
Structural equations
23
Original and standardized variables
24
Differences from some related topics
28
Notes
30
Exercises
32
Chapter Two: Fitting path models
35
Iterative solution of path equations
35
Matrix formulation of path models
40
Full-fledged model-fitting programs
44
Fit functions
52
Hierarchical
χ2
tests
61
Descriptive criteria of model fits
67
The power to reject an incorrect model
70
Identification
73
Missing data
75
Correlations versus covariances in model fitting
78
Notes
80
Exercises
84
Chapter Three: Fitting path and structural models to data from a
single group on a single occasion
87
Structural and measurement models
87
Confirmatory factor analysis
92
Some psychometric applications of path and structural models
95
Structural models-controlling extraneous variables
102
Models with reciprocal influences and correlated errors
106
Nonlinear effects among latent variables
111
Notes
116
Exercises
117
Chapter Four: Fitting models involving repeated measures or
multiple groups 20
Models of events over time
·
¿
·
Models comparing different groups
130
Fitting models to means as well as covariances
139
The versatility of multiple-group designs
147
A concluding comment
148
Notes
149
Exercises
150
Chapter Five: Exploratory factor analysis-basics
152
Factor extraction
154
Estimating communalities
154
Determining the number of factors
157
Rotation
169
An example: Thurstone s box problem
177
Factor analysis using packaged programs-SPSS and
SAS
181
Notes
183
Exercises
185
Chapter Six: Exploratory factor analysis-elaborations
187
Rescalings-Alpha and Canonical factors
187
Alternative stopping criteria
190
Alternative rotation methods
193
Estimating factor scores
196
Higher order factors
201
Nonlinear factor analysis
206
Notes
210
Exercises
211
Chapter Seven: Issues in the application of latent variable
models
213
Exploratory modification of a model
213
Alternative models
217
Can path diagrams be constructed automatically?
222
Modes of latent variable analysis
224
Criticisms of latent variable modeling
230
Notes
234
Exercises
236
vi
Appendices
238
A. Simple
matrix operations
238
B.
Derivation of matrix version of path equations
245
С
LISREL matrices and examples
247
D. Various goodness-of-fit indices
251
E. Phantom variables
258
F. Data matrix for Thurstone s box problem
260
G. Table of Chi Square
262
H.
Noncentral
Chi Square for estimating power
263
I. Power of a test of poor fit and sample sizes needed for
powers of
.80
and
.90 264
Answers to exercises
265
References
276
Index
309
VII
|
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| indexdate | 2024-07-09T19:59:53Z |
| institution | BVB |
| isbn | 0805849092 0805849106 |
| language | English |
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| spelling | Loehlin, John C. Verfasser aut Latent variable models an introduction to factor, path, and structural equation analysis John C. Loehlin 4. ed. Mahwah, NJ [u.a.] Erlbaum 2004 XI, 317 S. Ill., graph. Darst. 1 CD-ROM (12 cm) txt rdacontent n rdamedia nc rdacarrier Latente Variable (DE-588)4166860-1 gnd rswk-swf Latente Variable (DE-588)4166860-1 s DE-604 Digitalisierung UB Regensburg application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012881130&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Loehlin, John C. Latent variable models an introduction to factor, path, and structural equation analysis Latente Variable (DE-588)4166860-1 gnd |
| subject_GND | (DE-588)4166860-1 |
| title | Latent variable models an introduction to factor, path, and structural equation analysis |
| title_auth | Latent variable models an introduction to factor, path, and structural equation analysis |
| title_exact_search | Latent variable models an introduction to factor, path, and structural equation analysis |
| title_full | Latent variable models an introduction to factor, path, and structural equation analysis John C. Loehlin |
| title_fullStr | Latent variable models an introduction to factor, path, and structural equation analysis John C. Loehlin |
| title_full_unstemmed | Latent variable models an introduction to factor, path, and structural equation analysis John C. Loehlin |
| title_short | Latent variable models |
| title_sort | latent variable models an introduction to factor path and structural equation analysis |
| title_sub | an introduction to factor, path, and structural equation analysis |
| topic | Latente Variable (DE-588)4166860-1 gnd |
| topic_facet | Latente Variable |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=012881130&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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