Data Science, Machine Learning, Causal Inference, AI, Linear Programming.
# Set constraints max_cost = 3000 We can then estimate the CATE for each customer and then initially select each customers best treatment. However, selecting the best treatment doesn’t keep us within the maximum cost constraint. Therefore select the customers with the highest CATE until we reach