migariane/TutorialCausalInferenceEstimators: Computational Causal Inference for Applied Researchers

This repository makes available to the scientific community the data and code used in the manuscript "Tutorial: Introduction to computational causal inference for applied researchers and epidemiologists using reproducible Stata code with translations to R and Python".

Alternative Title

Tutorial: Introduction to computational causal inference for applied researchers and epidemiologists

Keywords

Causal Inference; Regression adjustment; G-methods; G-formula; Propensity score; Inverse probability weighting; Double-robust methods; Machine learning; Targeted maximum likelihood estimation; Epidemiology; Statistics; Tutorial