Structural Equation Modeling with lavaan
This book presents an introduction to structural equation modeling (SEM) and facilitates the access of students and researchers in various scientific fields to this powerful statistical tool. It offers a didactic initiation to SEM as well as to the open-source software, lavaan, and the rich and comprehensive technical features it offers.
Structural Equation Modeling with lavaan thus helps the reader to gain autonomy in the use of SEM to test path models and dyadic models, perform confirmatory factor analyses and estimate more complex models such as general structural models with latent variables and latent growth models.
SEM is approached both from the point of view of its process (i.e. the different stages of its use) and from the point of view of its product (i.e. the results it generates and their reading).
Keywords: structural; equation; students; researchers; introduction; book; access; various; initiation; opensource software; didactic; reader; lavaan; gain; thus; use; autonomy; models; general; growth, Statistics Special Topics, Numerical Methods, Statistics Special Topics, Numerical Methods
- Broc, Guillaume
- Gana, Kamel
- John Wiley and Sons, Inc.
- Publication year
- Page amount
- 294 pages
- Natural Sciences
- eISBN (ePUB)
- Printed ISBN