Introduction to Lavaan

Files available at: https://osf.io/rny3k/
00:00 Overview of lavaan
4:13 Getting started with lavaan
7:34 Beginning of lavaan tutorial
11:20 Model specification
16:20 Fitting models with cfa
18:10 Methods
22:00 Working with parameters
25:00 Fit measures
27:00 Extracting objects using inspect
30:00 Fitting and comparing multiple models
34:10 Residuals and modification indices
42:00 sem
44:35 model diagrams

Video of next exercise: https://www.youtube.com/watch?v=gcrXP2yMYY8

Abstract: Lavaan is a free package in R used for performing structural equation modelling. Its intuitive and flexible syntax makes it a great option for estimating simple and complex models. The training will provide a hands-on introduction to lavaan. It will cover (a) preparing data, (b) specifying and estimating models, (c) modification indices, (d) model comparison, and (e) extracting parameters and fit statistics. The main focus will be on fitting confirmatory factor analytic models to multiple item psychological questionnaires. Lecture-style presentation will be combined with practical exercises. On successful completion of the training, participants should be able to perform confirmatory factor analysis on their own data. Prior experience using R will be helpful but is not essential.

Видео Introduction to Lavaan канала Jeromy Anglim