Quantitative Trading Strategies Using Python : Technical Analysis, Statistical Testing, and Machine Learning 9781484296752, 9781484296745

Build and implement trading strategies using Python. This book will introduce you to the fundamental concepts of quantit

144 121 7MB

English Pages 341 Year 2023

Table of contents :
Pages i-xi

Quantitative Trading: An Introduction
Peng Liu
Pages 1-33
Electronic Market
Peng Liu
Pages 35-75
Forward and Futures Contracts
Peng Liu
Pages 77-105
Understanding Risk and Return
Peng Liu
Pages 107-140
Trend-Following Strategy
Peng Liu
Pages 141-174
Momentum Trading Strategy
Peng Liu
Pages 175-196
Backtesting a Trading Strategy
Peng Liu
Pages 197-223
Statistical Arbitrage with Hypothesis Testing
Peng Liu
Pages 225-255
Optimizing Trading Strategies with Bayesian Optimization
Peng Liu
Pages 257-301
Pairs Trading Using Machine Learning
Peng Liu
Pages 303-325
Back Matter
Pages 327-337

Quantitative Trading Strategies Using Python : Technical Analysis, Statistical Testing, and Machine Learning
9781484296752, 9781484296745

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Peng Liu

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