Causal Inference, AI, Data Science, Marketing, Machine Learning.
organic or social channels! The Data Science team are tasked with estimating the intrinsic causal influence of each marketing channel. Setting up the Graph (DAG) We start by setting up a DAG using expert domain knowledge, re-using the marketing acquisition example from earlier: # Create node lookup