Category: longitudinal data analysis
Estimating and visualizing multilevel models for change in R
Learn how to analyse longitudinal data using the multilevel model for change with R. Hands on example using real world data and syntax. Read more
Estimating non-linear change with Latent Growth Models in R
Learn how to estimate and visualize nonlinear Latent Growth Models (LGM) using R. Hands on example using real world longitudinal data and code Read more
Comparing the multilevel model with the Latent Growth Model
Learn how the multilevel model for change and the latent growth models are different and when to use each one. Hands on example using real data and R Read more
Understanding causal direction using the cross-lagged model
Learn how to investigate the causal direction of two variables using the cross-lagged model and longitudinal data. Hands on example using R and real data Read more
Estimating non-linear change in time using the multilevel model for change
Learn how to model non-linear change in time using the multilevel model for change in R. Hands on tutorial with real data. Read more
Explaining change using multilevel and time constant predictors
Learn how to explain change in time using time constant predictors using the multilevel model. Examples with real data and R code Read more
Estimating and visualizing Latent Growth Models with R
Tutorial showing you how to visualize change in time and how to estimate it using Latent Growth Modelling with R. Hands on longitudinal data analysis. Read more