Structural Equation Modeling: Foundations and Extensions

ISBN-13: 9781412916240 / Angielski / Twarda / 2008 / 272 str.

David Kaplan

Opis

-Wise social scientists will make a beeline for the 2^nd edition of David Kaplan's classic text. An essential read for students and professionals who want to move beyond cookbook presentations with checklists towards deeper understanding and thoughtful application.- --Judith D. Singer, Harvard UniversityUsing detailed, empirical examples, Structural Equation Modeling, Second Edition, presents a thorough and sophisticated treatment of the foundations of structural equation modeling (SEM). It also demonstrates how SEM can provide a unique lens on the problems social and behavioral scientists face. Thoroughly revised to address recent developments, this new edition includes:

• The foundations of SEM, including path analysis and factor analysis.
• Traditional SEM for continuous latent variables, including latent growth curve modeling for continuous growth factors, and issues in testing assumptions of SEM.
• SEM for categorical latent variables, including latent class analysis, Markov models (latent and mixed latent), and growth mixture modeling.
• Philosophical issues in the practice of SEM, including the problem of causal inference.

Intended AudienceWhile the book assumes some knowledge and background in statistics, it guides readers through the foundations and critical assumptions of SEM in an easy-to-understand manner.