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Longitudinal structural equation modeling with Mplus : a latent state-trait perspectiveGeiser, ChristianAn 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 1st 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.Type of material - book ; adult, seriousPublication and manufacture - New York ; London : The Guilford Press, cop. 2021Language - englishISBN - 978-1-4625-4424-0; 1-4625-4424-X; 978-1-4625-3878-2; 1-4625-3878-9COBISS.SI-ID - 117698051
Author
Geiser, Christian
Topics
Mplus |
Structural equation modeling |
Longitudinal method |
Longitudinal Studies |
Mplus |
modeliranje |
strukturne enačbe |
statistika |
statistične analize |
modeli merjenja |
strukturno modeliranje |
računalniški programi |
računalniški programi |
Mplus |
statistics |
statistical analysis |
measurement models |
structural equation modeling |
computer software |
computer software
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Educational Research Institute, Ljubljana | Ljubljana | PILJ |
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Faculty of Arts, Central Humanities Library, Lj. | Ljubljana | FFLJ |
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restricted loan – outside loan 1 cop.
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Geiser, Christian |
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