• Author: Irene Aldridge
• Publisher: Wiley
• Year of Publication: 2013
• Difficulty: ⭐⭐⭐⭐⭐
• Recommendation Index: ⭐⭐⭐⭐⭐
• PDF Download: Click to download

Introduction

This book comprehensively introduces the theoretical basis, strategy development and system implementation of high-frequency trading (HFT), including core contents such as market microstructure, high-frequency data processing, and strategy design. The book discusses in depth a variety of quantitative trading strategies, such as market microstructure arbitrage, event arbitrage, and statistical arbitrage, and elaborates on their practical applications in financial instruments such as stocks and futures. In addition, the book introduces key mathematical techniques used in high-frequency trading, including linear and nonlinear econometric models, volatility modeling, Fourier analysis, and statistical methods for analyzing high-frequency data and evaluating trading performance (e.g., returns, volatility, drawdowns, alpha, beta, skewness, kurtosis). At the same time, this book also covers the unique risk management, portfolio management technology and system architecture design of high-frequency trading, providing readers with a complete framework for understanding and implementing high-frequency trading.

Core Chapter

1. Market microstructure
2. High-frequency data processing
3. Strategy Development Methods
4. Risk management
5. System architecture design

Main features

• Theoretical in-depth
• Detailed practical guidance
• High technical requirements
• Systematic

Suitable for the crowd

• High frequency trading developer
• Quantitative researcher
• System Architect
• Market microstructure researcher

Supporting resources

• Strategy sample code
• Data processing tools
• System architecture reference 本书籍由TheQuantHackers社区整理, 并提供PDF下载, 只供学习交流使用, 版权归原作者所有。

• 作者: Irene Aldridge
• 出版社: Wiley
• 出版年份: 2013
• 难度: ⭐⭐⭐⭐⭐
• 推荐指数: ⭐⭐⭐⭐⭐
• PDF下载: 点击下载

内容简介

本书全面介绍了高频交易（HFT）的理论基础、策略开发和系统实现，包括市场微观结构、高频数据处理、策略设计等核心内容。书中深入探讨了多种量化交易策略，如市场微观结构套利、事件套利和统计套利，并详细阐述了它们在股票、期货等金融工具中的实际应用。此外，本书还介绍了高频交易中使用的关键数学技术，包括线性与非线性计量经济模型、波动率建模、傅里叶分析以及用于分析高频数据和评估交易表现（如收益、波动率、回撤、Alpha、Beta、偏度、峰度）的统计方法。同时，本书也涵盖了高频交易特有的风险管理、投资组合管理技术以及系统架构设计，为读者提供了理解和实施高频交易的完整框架。

核心章节

1. 市场微观结构
2. 高频数据处理
3. 策略开发方法
4. 风险管理
5. 系统架构设计

主要特点

• 理论深入
• 实践指导详细
• 技术要求高
• 系统性强

适合人群

• 高频交易开发者
• 量化研究员
• 系统架构师
• 市场微观结构研究者

配套资源

• 策略示例代码
• 数据处理工具
• 系统架构参考