Data Analytics for Psychology and Business

Materials

Session 1: Data exploration

Session Materials
Intro slides
RStudio Download data
Wrangling slides, practical
Plotting slides, practical

Session 2: Statistical modeling & machine learning

Session Materials
Causal inference slides
Mixed effects models slides. R intro
What is ML? slides
Supervised learning slides, example

Home exercises

Session Task Deadline Materials
Mixed effects models Answer the question at the bottom of the Simpson's paradox practical and send the associated code with comments to Rui. May 3, 2020 practical (incl. solution) data, paper
Machine learning Complete the practical and send the associated code with comments to Dirk. May 10, 2020 practical