Slippage: A Comprehensive Analysis and Non-Linear Modeling with Machine Learning

Slippage, the difference between the expected and actual execution price, is a critical component of trading execution analysis. It arises from factors such as order size, market liquidity, volatility, and market microstructure dynamics. Importantly, slippage exhibits non-linear behavior - for example, the market impact increases disproportionately with…