power-analysis-in-information-retrieval
An experiment on power analysis in information retrieval. In this notebook, we simulate click models to compare two ranking models (A/B testing) in online environment given offline metrics. Click models implemented: Random Click Model, Position-Based Model. Interleaving methods implemented: Team-Draft, Probabilistic.