Quantitative Trading Strategies Using Python: Technical Analysis, Statistical Testing, and Machine Learning 1st Edition

Quantitative Trading Strategies Using Python: Technical Analysis, Statistical Testing, and Machine Learning 1st Edition – Ebook Instant Download/Delivery ISBN(s): 9781484296752,1484296753,9781484296752, 1484296753

Product details:

• ISBN-10: 1484296753
• ISBN-13: 9781484296752
• Author: Peng Liu

Build and implement trading strategies using Python. This book will introduce you to the fundamental concepts of quantitative trading and shows how to use Python and popular libraries to build trading models and strategies from scratch. It covers practical trading strategies coupled with step-by-step implementations that touch upon a wide range of topics, including data analysis and visualization, algorithmic trading, backtesting, risk management, optimization, and machine learning, all coupled with practical examples in Python.

Table contents:

1. Quantitative Trading: An Introduction
2. Electronic Market
3. Forward and Futures Contracts
4. Understanding Risk and Return
5. Trend-Following Strategy
6. Momentum Trading Strategy
7. Backtesting a Trading Strategy
8. Statistical Arbitrage with Hypothesis Testing
9. Optimizing Trading Strategies with Bayesian Optimization
10. Pairs Trading Using Machine Learning

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