TWAP Lookback Window

Algorithm

A TWAP Lookback Window represents a time-weighted average price execution strategy, refined by referencing historical price data over a defined period. This approach aims to minimize market impact by distributing order execution across time, while the lookback component dynamically adjusts the TWAP schedule based on past volatility and order book behavior. Implementation involves calculating a weighted average price, incorporating both real-time market prices and historical data points within the specified window, to optimize trade execution. The selection of the lookback window’s duration is critical, balancing responsiveness to market changes with the potential for increased transaction costs.