Volatility Risk Premium Explained: Implied vs Realized Volatility

*🚀 Master Quantitative Skills with Quant Guild* https://quantguild.com *🛡️ Learn to Run a Personal Hedge Fund* https://quantguild.com/personal-hedge-fund *📈 Interactive Brokers for Algorithmic Trading* https://www.interactivebrokers.com/mkt/?src=quantguildY&url=%2Fen%2Fwhyib%2Foverview.php *👾 Join the Quant Guild Discord server here* https://discord.com/invite/MJ4FU2c6c3 ___________________________________________ *🪐 Free Jupyter Notebook Library 👇* https://github.com/romanmichaelpaolucci/Quant-Guild-Library/tree/main *👤 Video Setting Up Interactive Brokers 👇* https://youtu.be/7hezNf49iKc *🔗 How to Read Options Chains 👇* https://youtu.be/RrRbz6oXwxE TL;DW Executive Summary: * Implied volatility captures the market’s expectations for future price swings, while realized volatility reflects what actually happens. Both are essential for understanding risk and reward in options trading. * Our analysis showed that implied and realized volatility often diverge, creating opportunities for traders who can identify and exploit this gap. By visualizing historical data, we made these dynamics clear. * Systematic, rules-based volatility strategies—rather than relying on market timing—can help build more resilient portfolios, especially during periods of heightened market uncertainty. I hope you enjoyed, and I hope you learned something! - Roman ___________________________________________ *📖 Chapters:* 00:00 - Why Hedge Funds Keep Selling Volatility 00:56 - Implied vs. Realized Volatility 01:56 - Black-Scholes Is a Pricing Model, Not a Prediction Model 02:42 - What Realized Volatility Actually Measures 03:53 - Why Markets Break Textbook Statistics 04:53 - Real-World Probability vs. Overfit Trading Models 05:51 - How Rolling Windows Change Realized Volatility 06:45 - Why Realized Volatility Lags the Market 07:37 - Choosing the Right Volatility Window 08:48 - How Implied Volatility Reflects Market Expectations 09:32 - Reading the Implied Volatility Surface 10: