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Books > Social sciences > Psychology > Psychological methodology
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Longitudinal Structural Equation Modeling with Mplus - A Latent State-Trait Perspective (Hardcover)
Loot Price: R2,673
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Longitudinal Structural Equation Modeling with Mplus - A Latent State-Trait Perspective (Hardcover)
Series: Methodology in the Social Sciences
Expected to ship within 10 - 15 working days
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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.
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