Structural equation modeling with Mplus: basic concepts, applications, and programming
Saved in:
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Routledge
2012
|
| Series: | Multivariate applications series
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XVII, 412 S. Ill., graph. Darst. |
| ISBN: | 9780805859867 0805859861 9781848728394 |
Staff View
MARC
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| 100 | 1 | |a Byrne, Barbara M. |d 1935- |e Verfasser |0 (DE-588)111905303 |4 aut | |
| 245 | 1 | 0 | |a Structural equation modeling with Mplus |b basic concepts, applications, and programming |c Barbara M. Byrne |
| 264 | 1 | |a New York [u.a.] |b Routledge |c 2012 | |
| 300 | |a XVII, 412 S. |b Ill., graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
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Record in the Search Index
| _version_ | 1804148411225604096 |
|---|---|
| adam_text | Contents
Preface
.................................................................................................................xi
Acknowledgments
........................................................................................xvii
Section I: Introduction
Chapter
1
Structural Equation Models: The Basics
................................3
Basic Concepts
....................................................................................................4
The General Structural Equation Model
........................................................9
The General Mplus Structural Equation Model
...........................................15
Notes
..................................................................................................................17
Chapter
2
Using the Mplus Program
.......................................................19
Mplus Notation and Input File Components and Structure
......................19
The Mplus Language Generator
.....................................................................26
Model Specification From Two Perspectives
................................................27
The Concept of Model Identification
.............................................................31
Overview of Remaining Chapters
.................................................................39
Notes
..................................................................................................................40
Section II: Single-Group Analyses
Chapter
3
Testing the Factorial Validity of a Theoretical
Construct: First-Order Confirmatory Factor
Analysis Model
.........................................................................43
The Hypothesized Model
...............................................................................43
Mplus Input File Specification and Output File Results
.............................48
Hypothesis
2:
Self-Concept Is a Two-Factor Structure
...............................89
Mplus Input File Specification and Output File Results
.............................89
Hypothesis
3:
Self-Concept Is a One-Factor Structure
...............................91
Notes
..................................................................................................................93
mi
viii Contents
Chapter
4
Testing the Factorial Validity of Scores From
a Measuring Instrument: First-Order Confirmatory
Factor Analysis Model
.............................................................95
The Measuring Instrument Under Study
.....................................................96
The Hypothesized Model
...............................................................................96
Mplus Input File Specification and Output File Results
...........................101
Notes
................................................................................................................121
Addendum
......................................................................................................122
Chapter
5
Testing the Factorial Validity of Scores From a
Measuring Instrument: Second-Order Confirmatory
Factor Analysis Model
...........................................................125
The Hypothesized Model
.............................................................................126
Analysis of Categorical Data
........................................................................126
Mplus Input File Specification and Output File Results
...........................133
Notes
................................................................................................................146
Chapter
6
Testing the Validity of a Causal Structure:
Full Structural Equation Model
...........................................147
The Hypothesized Model
.............................................................................147
Mplus Input File Specification and Output File Results
...........................153
Post Hoc Analyses
..........................................................................................168
Notes
................................................................................................................188
Section III: Multiple-Group Analyses
Chapter
7
Testing the Factorial Equivalence of a Measuring
Instrument: Analysis of Covariance Structures
...............193
Testing Multigroup
Invariance:
The General Notion
...............................194
Testing Multigroup
Invariance
Across Independent Samples
................197
The Hypothesized Model
.............................................................................197
Mplus Input File Specification and Output File Results
...........................208
Notes
................................................................................................................226
Chapter
8
Testing the Equivalence of Latent Factor Means:
Analysis of Mean and Covariance Structures
..................227
Testing Latent Mean Structures: The Basic Notion
...................................227
The Hypothesized Model
.............................................................................231
Testing Multigroup
Invariance
....................................................................231
Mplus Input File Specification and Output File Results
...........................241
Testing Multigroup
Invariance:
Other Considerations
............................254
Notes
................................................................................................................257
Contents ix
Chapter
9
Testing the Equivalence of a Causal Structure:
Full Structural Equation Model
...........................................259
Cross-Validation in Structural Equation Modeling
..................................259
Testing
Invariance
Across Calibration and Validation Samples
.............261
The Hypothesized Model
.............................................................................262
Mplus Input File Specification and Output File Results
...........................264
Notes
................................................................................................................282
Section IV: Other Important Topics
Chapter
10
Testing Evidence of Construct Validity:
The Multitrait-Multimethod Model
...................................285
The General
CFA
Approach to MTMM Analyses
.....................................286
The Hypothesized Model
.............................................................................287
Mplus Input File Specification and Output File Results
...........................288
Examining Evidence of Construct Validity at the Matrix Level
.............295
Examining Evidence of Construct Validity at the Parameter Level
.......301
The Correlated Uniquenesses Approach to MTMM Analyses
...............303
Notes
.................................................................................................................311
Chapter
11
Testing Change Over Time:
The Latent Growth Curve Model
........................................313
Measuring Change in Individual Growth Over Time:
The General Notion
........................................................................................316
The Hypothesized Dual-Domain LGC Model
...........................................316
Mplus Input File Specification and Output File Results
...........................321
Hypothesized Covariate Model: Age and Surgery as Predictors
of Change
........................................................................................................338
Notes
................................................................................................................344
Chapter
12
Testing Within- and Between-Level Variability:
The Multilevel Model
............................................................345
Overview of Multilevel Modeling
...............................................................346
The Hypothesized Model
.............................................................................350
Mplus Input File Specification and Output File Results
...........................354
Notes
................................................................................................................371
References
.......................................................................................................373
Author Index
...................................................................................................395
Subject Index
...................................................................................................401
|
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| classification_tum | PSY 470f MAT 627f DAT 306f SOZ 720f |
| ctrlnum | (OCoLC)754683922 (DE-599)BVBBV039580357 |
| discipline | Pädagogik Informatik Soziologie Psychologie Mathematik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV039580357 |
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| indexdate | 2024-07-10T00:06:42Z |
| institution | BVB |
| isbn | 9780805859867 0805859861 9781848728394 |
| language | English |
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| physical | XVII, 412 S. Ill., graph. Darst. |
| publishDate | 2012 |
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| spelling | Byrne, Barbara M. 1935- Verfasser (DE-588)111905303 aut Structural equation modeling with Mplus basic concepts, applications, and programming Barbara M. Byrne New York [u.a.] Routledge 2012 XVII, 412 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Multivariate applications series Mplus (DE-588)7716737-5 gnd rswk-swf Strukturgleichungsmodell (DE-588)4252999-2 gnd rswk-swf Mplus (DE-588)7716737-5 s Strukturgleichungsmodell (DE-588)4252999-2 s DE-604 Digitalisierung UB Bayreuth application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024431668&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Byrne, Barbara M. 1935- Structural equation modeling with Mplus basic concepts, applications, and programming Mplus (DE-588)7716737-5 gnd Strukturgleichungsmodell (DE-588)4252999-2 gnd |
| subject_GND | (DE-588)7716737-5 (DE-588)4252999-2 |
| title | Structural equation modeling with Mplus basic concepts, applications, and programming |
| title_auth | Structural equation modeling with Mplus basic concepts, applications, and programming |
| title_exact_search | Structural equation modeling with Mplus basic concepts, applications, and programming |
| title_full | Structural equation modeling with Mplus basic concepts, applications, and programming Barbara M. Byrne |
| title_fullStr | Structural equation modeling with Mplus basic concepts, applications, and programming Barbara M. Byrne |
| title_full_unstemmed | Structural equation modeling with Mplus basic concepts, applications, and programming Barbara M. Byrne |
| title_short | Structural equation modeling with Mplus |
| title_sort | structural equation modeling with mplus basic concepts applications and programming |
| title_sub | basic concepts, applications, and programming |
| topic | Mplus (DE-588)7716737-5 gnd Strukturgleichungsmodell (DE-588)4252999-2 gnd |
| topic_facet | Mplus Strukturgleichungsmodell |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=024431668&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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