Mediation analysis

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This text explores even the fundamental assumptions underlying mediation analysis and describes options for analyzing mediation data as well as providing syntax for a widely available and popular computer program so users can begin implementing mediation ideas immediately on their data.

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Title Statements

Full title :Mediation analysis / Dawn Iacobucci.

Summary

Edition Statements

Publication Date:©2008.

Publication Statements

Publisher(s):SAGE
Place of Publication:Los Angeles
Language:eng
Publication Date:©2008.

The Physical Object

Description:1 online resource (xiii, 85 pages).

Edition Identifiers

ISBN:9781441655035, 1441655034, 9781412984966, 1412984963, 9781412925693, 141292569X
oclc:ocn642207966
LC Classification:H61.25
Dewey Decimal:519.5/36

1. Introduction to Mediation -- 1.1. What is Mediation and Why is it Important -- 1.2. Causation -- 2. Mediation Analysis Basics -- 2.1. The Classic Mediation Test -- 2.2. An Alternative: Directed Acyclic Graphs -- 2.3. A Superior Alternative: Structural Equations Models -- 3. Mediation With Structural Equations Modeling: The Measurement Model -- 3.1. Mediation in the Presence of Multiple Measures -- 3.2. Mediation and the Measurement Model of Structural Equations Models -- 3.3. Illustration -- 3.4. Fitting the Measurement Model -- 4. Mediation With Structural Equations Modeling: The Structural Model -- 4.1. Conceptual Overview -- 4.2. Illustration -- 4.3. Suppression -- 4.4. LISREL Syntax for Four-Construct Models -- 4.5. LISREL Syntax for a Longer Mediation Chain and Alternative Mediation Paths -- 4.6. Significance of the Indirect Effect -- 4.7. Remaining Issues -- 5. Advanced Topics -- 5.1. Mediated Moderation -- 5.2. Moderated Mediation -- 5.3. Categorical Variables -- 5.4. Longitudinal Data -- 6. Conclusions -- Appendix: Commands for Fitting SEM Mediation Models via SAS, EQS, and AMOS.

Subjects

Analyse de régression Causaliteit Kwantitatieve methoden MATHEMATICS -- Probability & Statistics Mediation Modèles d'équations structurales regression analysis Sciences sociales -- Modèles mathématiq… Social sciences -- Mathematical models Structural equation modeling