High resolution microprice estimates from limit orderbook data using hyperdimensional vector Tsetlin Machines

Christian D. Blakely

We propose an error-correcting model for the microprice, a high-frequency estimator of future prices given higher order information of imbalances in the orderbook. The model takes…