Quantitative Trading: Algorithms, Analytics, Data, Models, Optimization

By Xin Guo, Howard Shek, Tze Leung Lai, et al.

Book Overview

The first part of this book discusses institutions and mechanisms of algorithmic trading, market microstructure, high-frequency data and stylized facts, time and event aggregation, order book dynamics, trading strategies and algorithms, transaction costs, market impact and execution strategies, risk analysis, and management. The second part covers market impact models, network models, multi-asset trading, machine learning techniques, and nonlinear filtering. The third part discusses electronic market making, liquidity, systemic risk, recent developments and debates on the subject.

• Format: Paperback
• Language: English
• ISBN: 0367871815
• ISBN13: 9780367871819
• Release Date: December 2019
• Publisher: CRC Press
• Length: 380 Pages