Raja Velu,Maxence Hardy,Daniel Nehren
Algorithmic Trading and Quantitative Strategies
Algorithmic Trading and Quantitative Strategies
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- More about Algorithmic Trading and Quantitative Strategies
Algorithmic Trading and Quantitative Strategies provides a comprehensive overview of this growing field, focusing on empirical modeling and practical know-how. It covers market structure, quantitative microstructure models, quantitative trading, alpha generation, active portfolio management, news and sentiment analytics, and execution algorithms. It also includes a GitHub repository with data sets and explanatory/exercise Jupyter notebooks.
\n Format: Hardback
\n Length: 434 pages
\n Publication date: 14 July 2020
\n Publisher: Taylor & Francis Inc
\n
Algorithmic Trading and Quantitative Strategies is a comprehensive guide to this rapidly evolving field, blending rigorous quantitative analysis with practical hands-on experience. The book delves into the underlying context of trading, exploring market structure and quantitative microstructure models, while also providing a comprehensive quantitative toolbox, including advanced machine learning models, to excel in the field. It covers topics such as quantitative trading, alpha generation, active portfolio management, and recent advancements in news and sentiment analytics. The book also provides a detailed examination of execution algorithms, emphasizing their current state and critical issues, including market impact. Furthermore, it concludes with a discussion of the technology infrastructure required for implementing algorithmic strategies in large-scale production environments.
To enhance learning, the book includes a GitHub repository with data sets and explanatory/exercise Jupyter notebooks. The exercises involve adding the correct code to solve specific analysis or problem-solving tasks.
Whether you're a student seeking to gain insights into algorithmic trading or a professional looking to advance your skills in this field, Algorithmic Trading and Quantitative Strategies is an invaluable resource that will help you navigate the complexities of this dynamic industry.
\n Weight: 870g\n
Dimension: 161 x 241 x 28 (mm)\n
ISBN-13: 9781498737166\n \n
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