
Causality
Discussion Assignments
Answers to assignments are available upon request.
For two redacted real studies, apply the first steps of the roadmap to (i) specify the scientific question, (ii) represent knowledge with a SCM, and (iii) specify the target causal parameter.
For the same studies, specify the observed data, assess identifiability, specify the statistical estimand, and discuss the needed positivity assumption.

R Labs
Defining the causal parameter and introduction to simulations in R
Identifiability, linking the observed data to the causal model, and implementation of the simple substitution estimator based on the G-computation formula


R Homework
Answers to R Assignments are available upon request.
Defining the causal parameter & introduction to simulations in R
Identifiability, linking the observed data to the causal model, and implementation of the simple substitution estimator based on the G-computation formula
