Stanley A. Mulaik

Linear Causal Modeling with Structural Equations

• Gebundenes Buch

Produktbeschreibung

Emphasizing causation as a functional relationship between variables, this book provides comprehensive coverage on the basics of SEM. It takes readers through the process of identifying, estimating, analyzing, and evaluating a range of models.

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Produktdetails

• Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences
• Verlag: Taylor & Francis Inc
• Seitenzahl: 468
• Erscheinungstermin: 16. Juni 2009
• Englisch
• Abmessung: 244mm x 164mm x 32mm
• Gewicht: 846g
• ISBN-13: 9781439800386
• ISBN-10: 1439800383
• Artikelnr.: 24911028

Autorenporträt

Stanley A. Mulaik is Professor Emeritus in the School of Psychology at the Georgia Institute of Technology.

Inhaltsangabe

Introduction. Mathematical Foundations for Structural Equation Modeling.
Causation. Graph Theory for Causal Modeling. Structural Equation Models.
Identification. Estimation of Parameters. Designing SEM Studies.
Confirmatory Factor Analysis. Equivalent Models. Instrumental Variables.
Multilevel Models. Longitudinal Models. Nonrecursive Models. Model
Evaluation. Polychoric Correlation and Polyserial Correlation. References.
Index.