Sign-In
Cart
Python for Rough Volatility: Rough Bergomi and Stochastic Volatility Models
Paperback
Investing & FinanceProgramming
Publisher: Independently Published
Published: May 27 2026
Pages: 408
Weight: 1.08
Height: 1.01 Width: 6.00 Depth: 9.00
Language: English
Python for Rough Volatility introduces readers to the practical implementation of rough volatility models in Python, with a focused treatment of the Rough Bergomi model and related stochastic volatility frameworks used in quantitative finance.
This book bridges the gap between advanced mathematical theory and working code. It demonstrates how to build, simulate, calibrate, and apply rough volatility models using Python, with emphasis on numerical methods and computational efficiency suitable for real-world quantitative workflows.
What the book covers:
- Core concepts of rough volatility and the Rough Bergomi model
- Implementation of stochastic volatility models in Python
- High-performance calibration techniques
- Simulation methods for rough paths
- Practical considerations for model application in quantitative finance
Written for quantitative analysts, developers, and researchers working in options pricing, volatility modeling, and financial engineering, the book assumes familiarity with Python programming and basic stochastic calculus. All examples are provided with complete, runnable code that can be adapted for personal or professional use.
The material is presented in a clear, technical style focused on implementation details rather than theoretical proofs, making it a practical resource for those looking to incorporate rough volatility models into their quantitative toolkit.
Also from
Marwood, Helena K.
Differential Geometry: Curves, Surfaces, and Their Applications in Engineering Design and Physics
Marwood, Helena K.
Paperback
Derivative Pricing: A Practical Guide to Stochastic Calculus and Quantitative Modeling
Marwood, Helena K.
Publishing, Reactive
Paperback
Fractal Geometry & Multiscale Market Models: Scaling Laws, Multifractals, and Structural Predictability Across Time Horizons
Marwood, Helena K.
Paperback
Spectral Finance & Harmonic Signal Decomposition: Extracting Cycles, Frequencies, and Market Microstructure from Price Data
Schwartz, Alice
Marwood, Helena K.
Paperback
Numerical Linear Algebra for Quant Finance: Matrix Methods for Decomposition, Optimization, and Risk Modeling
Bisette, Vincent
Marwood, Helena K.
Paperback
Information Geometry for Financial Markets: Statistical Manifolds and Divergence Methods in Quantitative Finance
Marwood, Helena K.
Paperback
Feature Engineering for Trading: Methods for Building Predictive Trading Signals From Market Data
Marwood, Helena K.
Paperback
Macroeconometric Modeling with Julia: DSGE Models, Structural Estimation, and Policy Simulation
Thatch, Oliver J.
Marwood, Helena K.
Paperback
Rough Volatility & Fractional Models with Python: From fBM to the Hurst-Driven Trading Edge: Modeling Volatility Roughness, Extracting Fractional Sign
Preston, James
Marwood, Helena K.
Paperback
Machine Learning for Algorithmic Trading with Python: Predictive Models, Strategy Design, and Automated Systems
Preston, James
Marwood, Helena K.
Paperback
Resampling Methods for Finance: Bootstrap, Jackknife, and Cross-Validation Techniques
Marwood, Helena K.
Paperback
Calculus for Kids: Fun and Easy Ways to Master Derivatives, Integrals, and Beyond
Van Der Post, Hayden
Marwood, Helena K.
Paperback
Also in
Investing & Finance
How to Invest $50-$5,000: The Small Investor's Step-By-Step Plan for Low-Risk Investing in Today's Economy
Dunnan, Nancy
Paperback
Planet Money: A Guide to the Economic Forces That Shape Your Life
Mayyasi, Alex
Hosts of Npr's Planet Money
Hardcover
Money Unlocked: How to Make It, Keep It and Multiply It: The New York Times Bestseller
Lee, John
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Stanley, Thomas J., PH. D.
Danko, William D., PH. D.
Paperback
I Will Teach You to Be Rich: No Guilt. No Excuses. Just a 6-Week Program That Works (Second Edition)
Sethi, Ramit
Paperback
J.K. Lasser's Your Income Tax 2026: For Preparing Your 2025 Tax Return
J K Lasser Institute
Paperback
Poor Charlie's Almanack: The Essential Wit and Wisdom of Charles T. Munger
Munger, Charles T.
Hardcover
How to Invest in Gold and Silver: A Complete Guide with a Focus on Mining Stocks
Durrett, Don
Paperback
The Little Book of Common Sense Investing: The Only Way to Guarantee Your Fair Share of Stock Market Returns
Bogle, John C.
Hardcover
The Price of Democracy: The Revolutionary Power of Taxation in American History
Williamson, Vanessa S.
Hardcover
Market Wizards: The Next Generation: The World's Top Young Traders Reveal How They Beat the Market
Coyle, George F.
Schwager, Jack D.
Hardcover
The Making of a Permabear: The Perils of Long-Term Investing in a Short-Term World
Grantham, Jeremy
Hardcover
The Compounders: From Small Acquisitions to Giant Shareholder Returns
Dybvad, Oddbjørn
Nyland, Kjetil
Hadziefendic, Adnan
Paperback
La Psicología del Dinero: 18 Claves Imperecederas Sobre Riqueza Y Felicidad / The Psychology of Money
Housel, Morgan
Paperback
A Beginner's Guide to the Stock Market: Everything You Need to Start Making Money Today
Kratter, Matthew R.
Paperback
Trading: Technical Analysis Masterclass: Master the financial markets
Czubatinski, Moritz
Schlotmann, Rolf
Paperback
The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources
Blas, Javier
Farchy, Jack
Paperback
The Intelligent Investor Third Edition: The Definitive Book on Value Investing
Zweig, Jason
Graham, Benjamin
Paperback
The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power
Zuboff, Shoshana
Paperback
How to Make Money in Stocks: A Winning System in Good Times and Bad, Fourth Edition
O'Neil, William J.
Paperback
The Coffee Can Investor: A Stock-Picker's Journey to Build Generational Wealth
Khemlani, Neeraj
Hardcover
El Inversor Inteligente: Un Libro de Asesoramiento Práctico = The Intelligent Investor
Graham, Benjamin
Paperback
Retirement Planning Guidebook: Navigating the Important Decisions for Retirement Success
Pfau, Wade
Paperback
Tax-Free Wealth: How to Build Massive Wealth by Permanently Lowering Your Taxes
Wheelwright, Tom
Paperback
The Black Swan: Second Edition: The Impact of the Highly Improbable: With a New Section: On Robustness and Fragility
Taleb, Nassim Nicholas
Paperback
The Intelligent Investor, 3rd Ed.: The Definitive Book on Value Investing
Zweig, Jason
Graham, Benjamin
Hardcover
The Rules That Make Us: How Culture Shapes the Way We Act, Think, Believe, and Buy
Sweet, Oliver
Hardcover
Broken Money: Why Our Financial System is Failing Us and How We Can Make it Better
Alden, Lyn
Paperback
A History of the United States in Five Crashes: Stock Market Meltdowns That Defined a Nation
Nations, Scott
Paperback
Friends That Invest: Your Guide to Financial Independence Through Shares and Stocks
Kaur, Simran
Paperback
Quality Investing: Owning the Best Companies for the Long Term
Hargreaves, Patrick
Cunningham, Lawrence a.
Eide, Torkell T.
Hardcover
One Up on Wall Street: How to Use What You Already Know to Make Money in the Market
Lynch, Peter
Paperback
Your Retirement Sketchbook: 125 Retirement Planning Lessons from Financial Experts
Treichel, Bonnie
Hopkins, Jamie P.
Paperback
HBR Guide to Buying a Small Business: Think Big, Buy Small, Own Your Own Company
Ruback, Richard S.
Yudkoff, Royce
Paperback
Understanding Living Trusts(R): How You Can Avoid Probate, Keep Control, Save Taxes, and Enjoy Peace of Mind
Schumacher, Vickie
Paperback
Profit First: Transform Your Business from a Cash-Eating Monster to a Money-Making Machine
Michalowicz, Mike
Hardcover
The Winner's Curse: Behavioral Economics Anomalies, Then and Now
Imas, Alex
Thaler, Richard H.
Hardcover
J.K. Lasser's 1001 Deductions and Tax Breaks 2026: Your Complete Guide to Everything Deductible
Weltman, Barbara
Paperback
Trading in the Zone: Master the Market with Confidence, Discipline, and a Winning Attitude
Douglas, Mark
Hardcover
The Customer Service Survival Kit: What to Say to Defuse Even the Worst Customer Situations
Gallagher, Richard
Paperback
The Complete Turtletrader: How 23 Novice Investors Became Overnight Millionaires
Covel, Michael W.
Paperback
Hide Your Assets and Disappear: A Step-By-Step Guide to Vanishing Without a Trace
Pankau, Edmund
Paperback
Poor Charlie's Almanack: The Essential Wit and Wisdom of Charles T. Munger
Munger, Charles T.
Paperback
Financial Intelligence: A Manager's Guide to Knowing What the Numbers Really Mean
Knight, Joe
Berman, Karen
Hardcover
The New Money Strategy: The Modern Guide to Rational, Long-Term Investing
Van Der Kolk, Brandon
Hardcover
The Investor's Odyssey: Resisting the Sirens and Playing the Long Game
Mayer, Christopher W.
Hardcover
Finance Equations & Answers: A Quickstudy Laminated Reference Guide
Florida Institute of Finance
Other
Rich Family Smart Family: Raise Your Family's Financial IQ and Take Control of Your Future
Kiyosaki, Robert
Paperback
The Millionaire Next Door: The Surprising Secrets of America's Wealthy
Stanley, Thomas J.
Danko, William D.
Hardcover
Alchemy: The Dark Art and Curious Science of Creating Magic in Brands, Business, and Life
Sutherland, Rory
Paperback
Predictably Irrational, Revised and Expanded Edition: The Hidden Forces That Shape Our Decisions
Ariely, Dan
Paperback
Wired on Wall Street: The Rise and Fall of Tipper X, One of the Fbi's Most Prolific Informants
Hardin, Tom
Hardcover
Small Time Operator: How to Start Your Own Business, Keep Your Books, Pay Your Taxes, and Stay Out of Trouble
Kamoroff, Bernard B.
Paperback
Investing 101: From Stocks and Bonds to Etfs and Ipos, an Essential Primer on Building a Profitable Portfolio
Cagan, Michele
Hardcover
J.K. Lasser's Your Income Tax 2027: For Preparing Your 2026 Tax Return
J K Lasser Institute
Paperback
Sideways: Using the Power of Technical Analysis to Profit in Uncertain Times
Richards, Keith G.
Paperback
The Million-Dollar Financial Services Practice: A Proven System for Becoming a Top Producer
Mullen Jr, David J.
Paperback
SEVENTEEN TO MILLIONAIRE You're Seventeen. You're Canadian. You wanna be rich. Let's do this.
Price, Douglas
Paperback
J.K. Lasser's Small Business Taxes 2026: Your Complete Guide to a Better Bottom Line
Weltman, Barbara
Paperback
The Most Important Thing Illuminated: Uncommon Sense for the Thoughtful Investor
Marks, Howard
Hardcover
El Dinero No Es El Problema, Tú Lo Eres - Money is Not the Problem Spanish
Douglas, Gary M.
Heer, Dain
Paperback
Financial Literacy for All: Disrupting Struggle, Advancing Financial Freedom, and Building a New American Middle Class
Bryant, John Hope
Paperback
No Loose Ends: The Smart & Slightly Morbid Guide to Estate Planning & End-Of-Life Tasks
Zuckerman, Adam
Hardcover
Payments Systems in the U.S.: A Guide for the Payments Professional
Jones, Russ
Loftesness, Scott
Benson, Carol Coye
Paperback
The Infographic Guide to Personal Finance: A Visual Reference for Everything You Need to Know
Cagan, Michele
Lariviere, Elisabeth
Paperback
Easy Money: Cryptocurrency, Casino Capitalism, and the Golden Age of Fraud: The Basis for the Documentary Everyone Is Lying to You for Money
Silverman, Jacob
McKenzie, Ben
Paperback
The Capital Order: How Economists Invented Austerity and Paved the Way to Fascism
Mattei, Clara E.
Paperback
Trade Like a Stock Market Wizard: How to Achieve Superperformance in Stocks in Any Market
Minervini, Mark
Hardcover
Fixed: Why Personal Finance Is Broken and How to Make It Work for Everyone
Campbell, John Y.
Ramadorai, Tarun
Hardcover
Stop Making Stupid Investments: 7 Rules to Avoid the Hype and Build Real Wealth
Leiter, David
Hardcover
Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
Rogoff, Kenneth
Paperback
The Book on Rental Property Investing: How to Create Wealth with Intelligent Buy and Hold Real Estate Investing
Turner, Brandon
Paperback
Como Gane $2,000,000 En La Bolsa / How I Made $2,000,000 in the Stock Market
Darvas, Nicolas
Paperback
Best Loser Wins: Why Normal Thinking Never Wins the Trading Game - Written by a High-Stake Day Trader
Hougaard, Tom
Paperback
Layered Money: From Gold and Dollars to Bitcoin and Central Bank Digital Currencies
Bhatia, Nik
Paperback
The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources
Blas, Javier
Farchy, Jack
Hardcover
The Mental Game of Trading: A System for Solving Problems with Greed, Fear, Anger, Confidence, and Discipline
Tendler, Jared
Paperback
Fooled by Randomness: The Hidden Role of Chance in Life and in the Markets
Taleb, Nassim Nicholas
Paperback
A Richer Retirement: Supercharging the 4% Rule to Spend More and Enjoy More
Bengen, William P.
Hardcover
Elliott Wave - Fibonacci High Probability Trading: Master The Wave Principle and Market Timing With Proven Strategies
Sanders, Jarrod
Paperback
Money and Me: How to Make Your Finances Work Harder for You and Your Family
Clements, Jonathan
Paperback
How Not to Invest: The Ideas, Numbers, and Behaviors That Destroy Wealth--And How to Avoid Them
Ritholtz, Barry
Hardcover
Our Dollar, Your Problem: An Insider's View of Seven Turbulent Decades of Global Finance, and the Road Ahead
Rogoff, Kenneth
Hardcover
Masters of the Universe: Winning Strategies of America's Greatest Dealmakers
Kadlec, Daniel J.
Paperback
Mastering Private Equity: Transformation Via Venture Capital, Minority Investments and Buyouts
Zeisberger, Claudia
White, Bowen
Prahl, Michael
Hardcover
Covered Calls for Beginners: A Risk-Free Way to Collect "Rental Income" Every Single Month on Stocks You Already Own
Publications, Freeman
Paperback
The Accounting Game: Basic Accounting Fresh from the Lemonade Stand
Mullis, Darrell
Orloff, Judith
Paperback
The Trauma of Money: Mapping Compassionate Pathways to Healing Financial Trauma and Disempowering Financial Shame
Chapman, Chantel
Hardcover
You Can Be a Stock Market Genius: Uncover the Secret Hiding Places of Stock Market Profits
Greenblatt, Joel
Paperback
Your Perfect Portfolio: The Ultimate Guide to Using the World's Most Powerful Investing Strategies
Roche, Cullen
Paperback
Profit First For Lawyers: Transform Your Law Firm from a Cash-Eating Monster to a Money-Making Machine
Robins, RJon
Hardcover
Maximize Your Retirement: The Only Book You'll Ever Need to Retire Prosperous and Worry-Free
Oh, Jae
Paperback
The Physics of Wall Street: A Brief History of Predicting the Unpredictable
Weatherall, James Owen
Paperback
The Psychology of Selling: How to Sell More, Easier, and Faster Than You Ever Thought Possible
Tracy, Brian
Paperback
The Lords of Easy Money: How the Federal Reserve Broke the American Economy
Leonard, Christopher
Paperback