Below are some presentations I have provided for teaching and learning about statistics and causal inference.
A practical test of an intervention analysis in schools. Addresses when to adjust for pre-existing differences (Lord’s paradox)
A quick introduction to good and bad controls in regression modelling, including DAGs, colliders, and instrumental variables.
Advanced psychometrics workshop to introduce graduate students to multilevel models.
More R code is available on my Github page.