LISREL approaches to interaction effects in multiple regression:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Thousand Oaks [u.a.]
Sage
1996
|
| Series: | Quantitative applications in the social sciences
114 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | VIII, 99 S. graph. Darst. |
| ISBN: | 0803971796 |
Staff View
MARC
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Record in the Search Index
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| adam_text | CONTENTS
Preface v
1. Introduction 1
Types of Measurement Error 2
Latent Variable Representations of Measurement Error 4
Correlated Versus Uncorrelated Error 7
Measurement Precision 8
Analyzing Multiple Indicator Models: An Introduction to
LISREL 8
Path Diagrams as Linear Equations 20
Statistical Assumptions of Multiple Regression and Structural
Equation Analysis 21
2. Qualitative Moderator Variables 23
Nested Goodness of Fit Strategy 24
Three Way Interactions 31
Three Way Interactions With More Than Two Groups 34
Effect Size of the Interaction 37
Standardized Versus Unstandardized Coefficients 38
Generalizability of Results Across Measures 39
Model Fit at Step 1 41
Main Effects and Interactions 41
Tests of Equality of Covariance Matrices 42
Exploratory Group Comparisons 42
Comparison With Traditional Multiple Regression Analysis 43
3. Repeated Measures and Longitudinal Designs 44
The Nested Goodness of Fit Test 47
Interaction Analysis With More Than Two Repeated
Measures 47
Three Way Interactions 50
Three Way Interactions With More Than Two Groups 52
Effect Size of the Interaction 52
Generalizability of Results Across Measures 53
Comparison With Traditional Multiple Regression Analysis 53
4. The Use of Product Terms 53
Additional Matrices in LISREL 54
Statistical Constraints for Product Term Analysis 55
Estimation Issues 57
Programming Strategies 58
Three Way Interactions 62
Effect Size of the Interaction 64
Generalizability of Results Across Measures 64
Centering 65
Multiple Product Terms 65
Complex Interactions With Continuous Variables 66
Product Terms for a Continuous Moderator Variable
and a Qualitative Predictor 66
Comparison With Traditional Multiple Regression
Analysis 66
Alternative Approaches 67
5. General Considerations 68
Obtaining Multiple Indicators 68
Decisions Concerning Sample Size 70
Multivariate Normality 74
Missing Data 77
Indices of Fit 79
Covariates and Single Indicators 80
Some Cautions 80
Appendix A: Goodness of Fit Indices 80
Tautological Predicted and Observed
Covariances/Correlations 84
Deriving Predicted Variances, Covariances, and
Correlations 85
Indices of Model Fit 86
Appendix B: Data Sets Used in Examples 90
Chapter 2 90
Chapter 3 92
Chapter 4 93
References 94
About the Authors 98
|
| any_adam_object | 1 |
| author | Jaccard, James Wan, Choi K. |
| author_facet | Jaccard, James Wan, Choi K. |
| author_role | aut aut |
| author_sort | Jaccard, James |
| author_variant | j j jj c k w ck ckw |
| building | Verbundindex |
| bvnumber | BV010860356 |
| callnumber-first | H - Social Science |
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| callnumber-raw | HA31.3.J333 1996 |
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| dewey-search | 300/.1/5195 300/.1/5195 20 |
| dewey-sort | 3300 11 45195 |
| dewey-tens | 300 - Social sciences |
| discipline | Soziologie Mathematik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV010860356 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:00:06Z |
| institution | BVB |
| isbn | 0803971796 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007258838 |
| oclc_num | 33861817 |
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| physical | VIII, 99 S. graph. Darst. |
| publishDate | 1996 |
| publishDateSearch | 1996 |
| publishDateSort | 1996 |
| publisher | Sage |
| record_format | marc |
| series | Quantitative applications in the social sciences |
| series2 | Quantitative applications in the social sciences A Sage university paper |
| spelling | Jaccard, James Verfasser aut LISREL approaches to interaction effects in multiple regression James Jaccard ; Choi K. Wan Thousand Oaks [u.a.] Sage 1996 VIII, 99 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Quantitative applications in the social sciences 114 A Sage university paper Analise de regressao e de correlacao larpcal Analise multivariada larpcal Estatistica aplicada as ciencias sociais larpcal LISREL gtt Multivariate analyse gtt Regressieanalyse gtt Sociale wetenschappen gtt Sozialwissenschaften Social sciences -- Statistical methods Regression analysis Multivariate analysis LISREL (DE-588)4123662-2 gnd rswk-swf Wechselwirkung (DE-588)4064937-4 gnd rswk-swf Multiple Regression (DE-588)4170720-5 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Multiple Regression (DE-588)4170720-5 s Wechselwirkung (DE-588)4064937-4 s Statistik (DE-588)4056995-0 s LISREL (DE-588)4123662-2 s DE-604 Wan, Choi K. Verfasser aut Quantitative applications in the social sciences 114 (DE-604)BV000005102 114 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007258838&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Jaccard, James Wan, Choi K. LISREL approaches to interaction effects in multiple regression Quantitative applications in the social sciences Analise de regressao e de correlacao larpcal Analise multivariada larpcal Estatistica aplicada as ciencias sociais larpcal LISREL gtt Multivariate analyse gtt Regressieanalyse gtt Sociale wetenschappen gtt Sozialwissenschaften Social sciences -- Statistical methods Regression analysis Multivariate analysis LISREL (DE-588)4123662-2 gnd Wechselwirkung (DE-588)4064937-4 gnd Multiple Regression (DE-588)4170720-5 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4123662-2 (DE-588)4064937-4 (DE-588)4170720-5 (DE-588)4056995-0 |
| title | LISREL approaches to interaction effects in multiple regression |
| title_auth | LISREL approaches to interaction effects in multiple regression |
| title_exact_search | LISREL approaches to interaction effects in multiple regression |
| title_full | LISREL approaches to interaction effects in multiple regression James Jaccard ; Choi K. Wan |
| title_fullStr | LISREL approaches to interaction effects in multiple regression James Jaccard ; Choi K. Wan |
| title_full_unstemmed | LISREL approaches to interaction effects in multiple regression James Jaccard ; Choi K. Wan |
| title_short | LISREL approaches to interaction effects in multiple regression |
| title_sort | lisrel approaches to interaction effects in multiple regression |
| topic | Analise de regressao e de correlacao larpcal Analise multivariada larpcal Estatistica aplicada as ciencias sociais larpcal LISREL gtt Multivariate analyse gtt Regressieanalyse gtt Sociale wetenschappen gtt Sozialwissenschaften Social sciences -- Statistical methods Regression analysis Multivariate analysis LISREL (DE-588)4123662-2 gnd Wechselwirkung (DE-588)4064937-4 gnd Multiple Regression (DE-588)4170720-5 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Analise de regressao e de correlacao Analise multivariada Estatistica aplicada as ciencias sociais LISREL Multivariate analyse Regressieanalyse Sociale wetenschappen Sozialwissenschaften Social sciences -- Statistical methods Regression analysis Multivariate analysis Wechselwirkung Multiple Regression Statistik |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007258838&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000005102 |
| work_keys_str_mv | AT jaccardjames lisrelapproachestointeractioneffectsinmultipleregression AT wanchoik lisrelapproachestointeractioneffectsinmultipleregression |