Latent variable models: an introduction to factor, path, and structural equation analysis
Saved in:
| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
New York, NY
Routledge
2017
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| Edition: | Fifth edition |
| Subjects: | |
| Online Access: | Companion website Inhaltsverzeichnis |
| Physical Description: | xii, 376 Seiten Illustrationen, Diagramme |
| ISBN: | 9781138916067 9781138916074 |
Staff View
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, A. Alexander Beaujean |
| 250 | |a Fifth edition | ||
| 264 | 1 | |a New York, NY |b Routledge |c 2017 | |
| 300 | |a xii, 376 Seiten |b Illustrationen, Diagramme | ||
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| 653 | 0 | |a Latent variables | |
| 653 | 0 | |a Latent structure analysis | |
| 653 | 0 | |a Factor analysis | |
| 653 | 0 | |a Path analysis (Statistics) | |
| 653 | 0 | |a Structural equation modeling | |
| 653 | 0 | |a Factor analysis | |
| 653 | 0 | |a Latent structure analysis | |
| 653 | 0 | |a Latent variables | |
| 653 | 0 | |a Path analysis (Statistics) | |
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Record in the Search Index
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| adam_text | Contents Preface ix Chapter 1 : Path Models in Factor, Path, and Structural Equation Analysis Path Diagrams Path Analysis Factor Models Structural Equations Original and Standardized Variables Manifest Versus Latent Variable Models Extended Example Notes Exercises 1 2 7 16 23 24 28 28 31 33 Chapter 2: Fitting Path Models Iterative Solution of Path Equations Matrix Formulation of Path Models Full-Fledged Model-Fitting Programs Fit Functions Hierarchical χ Tests Descriptive Criteria of Model Fit The Power to Reject an Incorrect Model Identification Missing Data Correlations Versus Covariances in Model Fitting Extended Example Notes Exercises 37 37 42 46 54 63 69 72 76 78 82 84 86 91 Chapter 3: Fitting Path and Structural Models to Data from a Single Group on a Single Occasion Structural and Measurement Models Confirmatory Factor Analysis Some Psychometric Applications of Path and Structural Models Structural Models—Controlling Extraneous Variables Models with Reciprocal Influences and Correlated Errors Nonlinear Effects Among Latent Variables Extended Example v 95 95 100 103 111 115 120 124
Notes Exercises 126 129 Chapter 4: Fitting Models Involving Repeated Measures, Multiple Groups, or Means Models of Events Over Time Models Comparing Different Groups Fitting Models to Means as well as Covariances The Versatility of Multiple-Group Designs Models with Categorical Indicators A Concluding Comment Extended Example Notes Exercises Chapter 5: Exploratory Factor Analysis—Basics Factor Extraction Estimating Communalities Determining the Number of Factors Rotation An Example: Thurstone s Box Problem Factor Analysis Using Packaged Programs Extended Example Notes Exercises Chapter 6: Exploratory Factor Analysis—Elaborations Rescalings—Alpha and Canonical Factors Alternative Stopping Criteria Alternative Rotation Methods Estimating Factor Scores Hierarchical Factors Nonlinear Factor Analysis Extended Example Notes Exercises Chapter 7: Issues in the Application of Latent Variable Models Exploratory Modification of a Model Alternative Models Can Path Diagrams be Constructed Automatically? Modes of Latent Variable Analysis Advanced Topics in Latent Variable Models Criticisms of Latent Variable Modeling vi 133 133 142 151 159 160 163 163 136 I69 171 174 179 166 169 197 2°1 2θ4 20$ 2°θ 211 211 214 217 22θ 225 232 235 240 241 243 243 248 252 255 260 253
Notes Exercises 268 271 Appendices A. Simple Matrix Operations В. Derivation of Matrix Version of Path Equations C. LISREL Matrices and Examples D. Model Fit Indices E. Table of Chi-square Values F. Noncentral Chi-square Values for Estimating Power G. Power of a Test of Poor Fit and Sample Sizes Needed for Power H. Communicating About Latent Variable Models 273 273 281 284 289 299 301 303 305 Answers to Exercises References Index 309 321 367 vii
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| isbn | 9781138916067 9781138916074 |
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| physical | xii, 376 Seiten Illustrationen, Diagramme |
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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, A. Alexander Beaujean Fifth edition New York, NY Routledge 2017 xii, 376 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Latente Variable (DE-588)4166860-1 gnd rswk-swf Latent variables Latent structure analysis Factor analysis Path analysis (Statistics) Structural equation modeling Latente Variable (DE-588)4166860-1 s DE-604 Beaujean, A. Alexander Sonstige (DE-588)1054173826 oth Erscheint auch als Online-Ausgabe 978-1-315-64319-9 http://www.routledge.com/cw/loehlin Companion website Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029960545&sequence=000001&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, A. Alexander Beaujean |
| title_fullStr | Latent variable models an introduction to factor, path, and structural equation analysis John C. Loehlin, A. Alexander Beaujean |
| title_full_unstemmed | Latent variable models an introduction to factor, path, and structural equation analysis John C. Loehlin, A. Alexander Beaujean |
| 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 |
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