Christian Geiser

(Author)

Longitudinal Structural Equation Modeling with Mplus: A Latent State-Trait PerspectiveHardcover, 8 October 2020

Longitudinal Structural Equation Modeling with Mplus: A Latent State-Trait Perspective
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Part of Series
Methodology in the Social Sciences
Print Length
344 pages
Language
English
Publisher
Guilford Publications
Date Published
8 Oct 2020
ISBN-10
146254424X
ISBN-13
9781462544240

Description

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.

Product Details

Author:
Christian Geiser
Book Format:
Hardcover
Country of Origin:
US
Date Published:
8 October 2020
Dimensions:
23.62 x 16 x 2.54 cm
ISBN-10:
146254424X
ISBN-13:
9781462544240
Language:
English
Pages:
344
Weight:
703.07 gm

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