Algorithmic Trading 4: Risk Management

What this episode covers

This episode discusses methods for optimizing leverage to maximize long-term growth while controlling drawdowns. It explores the Kelly formula and alternative approaches using simulated or historical returns, considering both single and multi-strategy portfolios. The text also examines risk mitigation techniques such as constant proportion portfolio insurance and stop-loss orders, and explores the use of leading indicators like the VIX and TED spread to proactively manage risk. Finally, it emphasizes the importance of combining quantitative models with subjective judgment in navigating market regime changes.

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