Machine Learning for Optimization: Toy Example

Based on my experience, whenever someone asks for a prediction (or forecasting) model, they actually do not need a prediction model per se. They typically want to answer causal questions or do some kind of optimization. I have covered some case studies on causal questions in previous posts (for example, Introduction to Causal Inference with PPLs and “Using Data Science for Bad Decision-Making: A…