Machine Learning, Causal Inference, Data Science, Time Series Analysis, Statistics.
Advertising for which the synthetic control method could be a great solution. Many changes that we or our customers make on our platform naturally affect an entire unit — e.g., a placement, a publisher, or a buyer — and this method can help provide an estimate of the causal effect that these