Data Science, Causal Inference, Machine Learning, Optimization, Notes From Industry.
The are a number of benefits to the S-Learner: It can handle both binary and continuous treatments. It can use any machine learning algorithm, giving us the flexibility to capture non-linear relationships for both the features and treatment. One word of caution: regularisation bias! Modern machine