Causal Inference, AI, Data Science, Marketing, Machine Learning.
generated image Data generating process We create some samples of data following the data generating process of the DAG: 3 root nodes made up of noise terms; Demand, Brand spend and Social spend. 2 non-root nodes, both inheriting influence from the 3 root nodes plus some noise terms; Organic