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Parceling in Structural Equation Modeling: A Comprehensive Introduction for Developmental Scientists: Elements in Research Methods for Developmental Science

Autor Todd D. Little, Charlie Rioux, Omolola A. Odejimi, Zachary L. Stickley
en Limba Engleză Paperback – 27 iul 2022
Parceling is pre-modeling strategy to create fewer and more reliable indicators of constructs for use with latent variable models. Parceling is particularly useful for developmental scientists because longitudinal models can become quite complex and even intractable when measurement models of items are fit. In this Element the authors provide a detailed account of the advantages of using parcels, their potential pitfalls, as well as the techniques for creating them for conducting latent variable structural equation modeling (SEM) in the context of the developmental sciences. They finish with a review of the recent use of parcels in developmental journals. Although they focus on developmental applications of parceling, parceling is also highly applicable to any discipline that uses latent variable SEM.
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Specificații

ISBN-13: 9781009211642
ISBN-10: 1009211641
Pagini: 75
Dimensiuni: 152 x 230 x 4 mm
Greutate: 0.1 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Elements in Research Methods for Developmental Science

Locul publicării:Cambridge, United Kingdom

Cuprins

1. Introduction; 2. Parceling: what is it and why use it?; 3. How to build parcels; 4. Longitudinal models; 5. Parceling in the literature; 6. Conclusion.

Descriere

This Element provides a detailed account of parceling advantages, disadvantages, and techniques for creating them in developmental science.