Volume 4 of 4 · PDF edition

Volume 4: Quant Trading, Execution, and Deployment

Take a strategy from research idea to live system, covering signals, market microstructure, execution, machine learning, backtesting, transaction costs, risk controls, and production deployment.

Every chapter remains free to read online. This paid edition gives you the carefully typeset PDF, companion notebooks, and every future update for this volume.

Pages
~1011 pages
Chapters
21 chapters
Price
$29 one-time
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Quantitative Finance, Volume Four: Quant Trading, Execution, and Deployment cover

Author and edition details

About the author and Volume 4 PDF edition

Michael Brenndoerfer, author of Quantitative Finance

Michael Brenndoerfer

Michael has spent more than a decade working across software engineering, data, AI, and business. He writes to understand difficult ideas more deeply and to share what he learns in a clear, practical way.

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Important: This book is for education and research. It does not provide investment, trading, legal, tax, or other professional advice, and examples are not recommendations.

Edition
Volume 4 PDF 2026.08.1
Published
Last reviewed

From method to decision

What you will learn

  • Compare systematic trading approaches and identify where their returns, costs, and failure modes come from.
  • Design backtests that account for leakage, transaction costs, market impact, position sizing, and changing market regimes.
  • Build a research and deployment workflow with data pipelines, execution infrastructure, live risk controls, monitoring, and compliance in place.

Audience and prerequisites

Who this volume is for

Quant researchers, systematic traders, data scientists, and engineers building strategies that must survive contact with real markets and production systems.

Prerequisites: This volume assumes basic statistics and familiarity with financial markets. Programming experience will help with the research and system-design chapters.

Free online preview

Start with “Backtesting & Simulation: Frameworks for Strategy Validation”

Proper backtesting methodology, avoiding biases, performance metrics, and out-of-sample testing.

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Exact contents

21 chapters across 5 parts

Part XI: Quantitative Trading Strategies

  1. 01Overview of Quantitative Trading Strategies
  2. 02Mean Reversion and Statistical Arbitrage
  3. 03Trend Following and Momentum Strategies
  4. 04Factor Investing and Long/Short Equity
  5. 05Volatility Trading and Arbitrage Strategies
  6. 06Event-Driven and Arbitrage Strategies

Part XII: Market Making and High-Frequency Trading

  1. 01Market Making and Liquidity Provision
  2. 02High-Frequency Trading and Latency Arbitrage
  3. 03Market Microstructure: Order Books & Execution Mechanics
  4. 04Optimal Execution Algorithms: TWAP, VWAP & Market Impact

Part XIII: Machine Learning and Alternative Data

  1. 01Machine Learning Techniques for Trading
  2. 02Machine Learning in Trading Strategy Design
  3. 03Alternative Data and NLP in Quant Strategies
  4. 04Cryptocurrency Markets and Quant Trading

Part XIV: Strategy Development and Backtesting

  1. 01Backtesting & Simulation: Frameworks for Strategy Validation
  2. 02Transaction Costs & Market Impact: Models & Analysis
  3. 03Position Sizing & Leverage: Kelly Criterion Strategy
  4. 04Case Study - Building a Quantitative Strategy from Scratch

Part XV: Trading Systems and Production Deployment

  1. 01Quant Trading Systems: Architecture & Infrastructure
  2. 02Research Pipeline & Deployment: Strategy Lifecycle Guide
  3. 03Ethical Quant Trading: Regulations & Market Manipulation

Volume 4 PDF + notebooks

Own this ~1011-page edition

Get the PDF, companion notebooks, and every future update and erratum for this volume. Your purchase is credited toward the complete edition.

  • Carefully typeset PDF
  • Companion notebooks for the included chapters
  • Future updates and errata included
  • Portable offline reading

Volume 4 of 4

$29

one-time

Version 2026.08.1 · ~1011 pages · secure checkout via Stripe

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This volume or the complete book?

Volume 4: Quant Trading, Execution, and Deployment

~1011 pages focused on Part XI: Quantitative Trading Strategies, Part XII: Market Making and High-Frequency Trading, Part XIII: Machine Learning and Alternative Data, Part XIV: Strategy Development and Backtesting, Part XV: Trading Systems and Production Deployment.

$29

The complete Quantitative Finance book

All four volumes in one 3,288-page PDF with the full set of companion notebooks. Buying three distinct volumes unlocks the complete book automatically.

$79

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Also in the series

Explore the other volumes

Volume 1 · ~883 pages

Foundations and Financial Instruments

Mathematics · Equity and Fixed Income · Forwards, Futures, Options, Swaps, and Credit

Explore Volume 1

Volume 2 · ~664 pages

Derivative Pricing and Interest Rate Models

Stochastic Calculus · Options · Numerical Pricing · Rate Models

Explore Volume 2

Volume 3 · ~770 pages

Econometrics, Portfolio Construction, and Risk

Econometrics · Portfolio Theory · Market, Credit, and Liquidity Risk

Explore Volume 3

Version history

Kept current, not frozen in time

Each PDF purchase includes future editions. When the book changes, the updated copy appears in My books at no extra cost.

Current release

Edition 2026.08.1

Editorial improvements.

Earlier releases2

  1. 2026.08.0

    Editorial improvements throughout the book, with clearer explanations, refined presentation, improved plots and visualizations, and refreshed companion code.

  2. 2026.07.0

    Initial complete-book and four-volume PDF release with companion notebooks.

Educational material only. This book does not provide investment, trading, tax, or legal advice. Examples explain methods and are not recommendations.