Limit Order Book Simulation and Trade Evaluation with $K$-Nearest-Neighbor Resampling

Michael Giegrich, Roel Oomen, Christoph Reisinger

In this paper, we show how $K$-nearest neighbor ($K$-NN) resampling, an off-policy evaluation method proposed in \cite{giegrich2023k}, can be applied to simulate limit order book (…