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Parceling in Structural Equation Modeling: A Comprehensive Introduction for Developmental Scientists [Pehme köide]

, (Texas Tech University), , (University of Oklahoma)
  • Formaat: Paperback / softback, 75 pages, kõrgus x laius x paksus: 230x152x4 mm, kaal: 110 g, Worked examples or Exercises
  • Sari: Elements in Research Methods for Developmental Science
  • Ilmumisaeg: 28-Jul-2022
  • Kirjastus: Cambridge University Press
  • ISBN-10: 1009211641
  • ISBN-13: 9781009211642
Teised raamatud teemal:
  • Formaat: Paperback / softback, 75 pages, kõrgus x laius x paksus: 230x152x4 mm, kaal: 110 g, Worked examples or Exercises
  • Sari: Elements in Research Methods for Developmental Science
  • Ilmumisaeg: 28-Jul-2022
  • Kirjastus: Cambridge University Press
  • ISBN-10: 1009211641
  • ISBN-13: 9781009211642
Teised raamatud teemal:
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.

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.

Muu info

This Element provides a detailed account of parceling advantages, disadvantages, and techniques for creating them in developmental science.
1 Introduction
1(1)
2 Parceling: What Is It and Why Use It?
1(18)
3 How to Build Parcels
19(19)
4 Longitudinal Models
38(7)
5 Parceling in the Literature
45(4)
6 Conclusion
49(1)
References 50