{"product_id":"rough-volatility-fractional-models-with-python-from-fbm-to-the-hurst-driven-trading-edge-modeling-volatility-roughness-extracting-fractional-sign-9798277619650","title":"Rough Volatility \u0026 Fractional Models with Python: From fBM to the Hurst-Driven Trading Edge: Modeling Volatility Roughness, Extracting Fractional Sign","description":"\u003cp\u003e • Author(s): Alice Schwartz | James Preston | Helena K. Marwood\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Investments \u0026amp; Securities - Analysis \u0026amp; Trading Strategies\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReactive Publishing\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eThe volatility surface is broken. Rough volatility explains why.\u003c\/b\u003e\u003cbr\u003eThis book delivers the most accessible, practical, and comprehensive guide to rough volatility, fractional Brownian motion (fBM), and Hurst-driven modeling ever written for quantitative traders and financial engineers.\u003c\/p\u003e\u003cp\u003eIf you have struggled to understand why standard stochastic volatility models fail, or why modern markets behave with \"memory\" and microstructure-induced roughness, this book gives you the complete framework, intuition, and Python workflows to build the next generation of volatility models and trading systems.\u003c\/p\u003e\u003cb\u003eWhat This Book Teaches You\u003c\/b\u003e\u003cp\u003e\u003cb\u003e- The core intuition behind rough volatility\u003c\/b\u003e\u003cbr\u003eWhy volatility is not smooth, why it cannot be modeled with classical Brownian motion, and how fractional processes capture long-memory behavior in real markets.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e- Fractional Brownian motion (fBM) from zero to mastery\u003c\/b\u003e\u003cbr\u003eStep-by-step construction, parameterization, simulation, and calibration. Learn Hurst exponents the \u003ci\u003eright\u003c\/i\u003e way - intuitively first, then rigorously.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e- Full rough volatility model implementations in Python\u003c\/b\u003e\u003cbr\u003eIncluding: \u003cbr\u003e- The Rough Bergomi Model\u003cbr\u003e- Fractional Stochastic Volatility (fSV)\u003cbr\u003e- Multi-factor fractional models\u003cbr\u003e- Hybrid neural\/fractional architectures\u003cbr\u003eAll presented with clean, reusable code templates.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e- How rough volatility transforms trading\u003c\/b\u003e\u003cbr\u003eUse fractional features to detect volatility clustering, regime shifts, option mispricings, and structural breaks that traditional models miss.\u003c\/p\u003e\u003cp\u003e\u003cb\u003e- Complete volatility trading systems\u003c\/b\u003e\u003cbr\u003eConcrete, plug-and-play strategies built from fractional features: \u003cbr\u003e- Hurst-driven volatility filters\u003cbr\u003e- fBM momentum\/anti-momentum signals\u003cbr\u003e- Rough volatility mean-reversion engines\u003cbr\u003e- Volatility-of-volatility predictors\u003cbr\u003eIncludes full Python implementations.\u003c\/p\u003e\u003cb\u003eWhy Rough Volatility Matters\u003c\/b\u003e\u003cp\u003eClassical models assume volatility is smooth, Markovian, and memoryless. Modern markets are the opposite. They are rough, self-similar, and exhibit long-range dependence - and this book shows how to model that structure directly.\u003c\/p\u003e\u003cp\u003eRough volatility is not an academic curiosity. It is the new foundation of volatility modeling at banks, hedge funds, and derivatives desks worldwide.\u003c\/p\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eQuant traders, systematic volatility researchers, derivatives professionals, financial engineers, and advanced Python quants who want to push beyond Black-Scholes-era assumptions and into the future of stochastic modeling.\u003c\/p\u003e\u003cb\u003eIf you want to understand how volatility \u003ci\u003ereally\u003c\/i\u003e behaves, and build trading systems that exploit it, this is the most practical, complete, and modern guide available.\u003c\/b\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":46861825900695,"sku":"9798277619650","price":3266.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798277619650.webp?v=1769963648","url":"https:\/\/atlanticbooks.com\/products\/rough-volatility-fractional-models-with-python-from-fbm-to-the-hurst-driven-trading-edge-modeling-volatility-roughness-extracting-fractional-sign-9798277619650","provider":"Atlantic Books","version":"1.0","type":"link"}