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

151 123 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

Author / Uploaded
Peng Liu

0 0 1
Like this paper and download? You can publish your own PDF file online for free in a few minutes! Sign Up

Recommend Papers

Statistics for Machine Learning: Implement Statistical methods used in Machine Learning using Python 9388511972, 9789388511971

A practical guide that will help you understand the Statistical Foundations of any Machine Learning Problem. Key Featur

518 108 5MB Read more

Machine Learning and Data Science Blueprints for Finance: From Building Trading Strategies to Robo-Advisors Using Python 9781492073055, 1492073059

Over the next few decades, machine learning and data science will transform the finance industry. With this practical bo

197 80 10MB Read more

Machine Learning Made Easy Using Python 9798584267551

673 150 75MB Read more

Learn Algorithmic Trading: Build and deploy algorithmic trading systems and strategies using Python and advanced data analysis 978-1789348347

Understand the fundamentals of algorithmic trading to apply algorithms to real market data and analyze the results of re

3,361 340 8MB Read more

Python Machine Learning. A Step by Step Beginner’s Guide to Learn Machine Learning Using Python

826 161 1MB Read more

Volatility-Based Technical Analysis: Strategies for Trading the Invisible 9780470522301

A framework for creating volatility-based technical analysis and trading it for profit Volatility-Based Technical Analys

172 47 14MB Read more

Pairs trading : quantitative methods and analysis 0471460672

313 122 5MB Read more

A Technical Trader's Handbook: Technical Analysis Strategies For Profitable Trading 9798543214800

263 51 22MB Read more

Mastering Machine Learning for Penetration Testing: Develop an extensive skill set to break self-learning systems using Python 9781788997409

103 15 9MB Read more

Python Machine Learning: The Ultimate Beginner's Guide to Learn Python Machine Learning Step by Step Using Scikit-Learn and Tensorflow

Are you a novice programmer who wants to learn Python Machine Learning? Are you worried about how to translate what you

1,270 122 2MB Read more