Overview

A trader wants to execute 100K shares. Traditional backtest: assumes average fill. Reality: fills vary (depend on order timing, market conditions). Monte-Carlo: simulate 10K execution paths with random fill prices. Distribution of execution costs reveals: expected cost $5K, 95% confidence interval [$3K, $8K].