Growth Curve Analysis Workshop



These are slides from a two-day Growth Curve Analysis (GCA) workshop given at Tallinn University in November 2019. The purpose of the workshop was to provide a hands-on introduction to using GCA to analyze longitudinal or time course data. It is a streamlined version of a similar workshop from 2018. The workshop was conducted in R (and RStudio) using the following packages:

Workshop Slides

Part 1Introduction (challenges of time course data), GCA basics
Part 2Modeling nonlinear change
Part 3Within-subject effects, random effects structures
Part 4Contrast coding and multiple comparisons
Part 5Logistic GCA
Part 6Quantifying and analyzing individual differences
Exercise solutions