Longitudinal structural equation modeling with Mplus : a latent state-trait perspective

Bibliographische Detailangaben

Titel
Longitudinal structural equation modeling with Mplus a latent state-trait perspective
verantwortlich
Geiser, Christian (VerfasserIn); Little, Todd D. (VerfasserIn eines Geleitwortes)
veröffentlicht
New York, London: The Guilford Press, [2021]
© 2021
Erscheinungsjahr
2021
Teil von
Methodology in the social sciences
Erscheint auch als
Geiser, Christian, 1978 - , Longitudinal structural equation modeling with Mplus, New York : The Guilford Press, 2021, 1 Online-Ressource (xxiii, 344 Seiten)
Medientyp
Buch
Datenquelle
K10plus Verbundkatalog
Tags
Tag hinzufügen
Zusammenfassung
"An in-depth guide to executing longitudinal confirmatory factor analysis (CFA) and structural equation modeling (SEM) in Mplus, this book uses latent state-trait (LST) theory as a unifying conceptual framework, including the relevant coefficients of consistency, occasion-specificity, and reliability. Following a standard format, chapters review the theoretical underpinnings, strengths, and limitations of the various models; present data examples; and demonstrate each model's application and interpretation in Mplus, with numerous screen shots and output excerpts. Coverage encompasses both traditional models (autoregressive, change score, and growth curve models) and LST models, for analyzing single- and multiple-indicator data. The book discusses measurement equivalence testing, intensive longitudinal data modeling, and missing data handling, and provides strategies for model selection and reporting of results. User-friendly features include special-topic boxes, chapter summaries, and suggestions for further reading. The companion website features data sets, annotated syntax files, and output for all of the examples"--
Umfang
xxiii, 344 Seiten; Illustrationen, Diagramme
Sprache
Englisch
Schlagworte
RVK-Notation
  • Psychologie
    • Allgemeines. Geschichte und Methodik
      • Multivariate Analyse
  • Soziologie
    • Sozialwissenschaftliche Theorien und Methoden
      • Methoden der Sozialforschung
        • Statistik für Soziologen
  • Allgemeines
    • Medien- und Kommunikationswissenschaften, Medienkulturwissenschaft, Kommunikationsdesign
      • Theorie und Methodik
        • Grundlagen, Methodik, Theorie
BK-Notation
31.73 Mathematische Statistik
54.81 Anwendungssoftware
54.51 Programmiermethodik
70.03 Methoden, Techniken und Organisation der sozialwissenschaftlichen Forschung
DDC-Notation
001.4/22028553
ISBN
9781462538782
9781462544240