Our recent online satellite workshop to the International Symposium of Bilingualism 2023 (ISB14) at Macquarie University, Australia, provided a practical introduction to frequentist and Bayesian mixed-effects models, and generalised additive models. Slides and links to videos for each presentation can be found here. These include the following sessions:
a) Introduction to Mixed-Effects Models in Bilingualism Research
Ian Cunnings & George Pontikas (University of Reading)
b) Introduction to Generalised Additive Models in R
Stefano Coretta (University of Edinburgh)
c) Bayesian Analyses for Bilingualism Research: A Primer
João Veríssimo (University of Lisbon)
The workshop was funded by the British Academy