Overview

Leveraged strategies amplify returns and risks. Probability of ruin: chance of losing entire capital. Estimate via Monte-Carlo: simulate price paths, track cumulative PnL, measure ruin frequency. Leverage 2×: ruin probability 5%. Leverage 3×: 15%. Ruin risk rises nonlinearly with leverage.