Simester, Duncan; Timoshenko, Artem; Zoumpoulis, Spyros I. - 2022
We propose an approach for determining the sample size required when using an experiment to train and certify a targeting policy. Calculating the rate at which the performance of a targeting model improves with additional training data is a complex problem. We approximate the problem by grouping...