Algorithmic trading methods: applications using advanced statistics, optimization, and machine learning techniques
"Algorithmic Trading Methods: Applications using Advanced Statistics, Optimization, and Machine Learning Techniques, Second Edition, is a sequel to The Science of Algorithmic Trading and Portfolio Management. This edition includes new chapters on algorithmic trading, advanced trading analytics, regression analysis, optimization, and advanced statistical methods. Increasing its focus on trading strategies and models, this edition includes new insights into the ever-changing financial environment…
Read More ↓Title Statements
- Full title :Algorithmic trading methods : applications using advanced statistics, optimization, and machine learning techniques / Robert Kissell, Ph.D.
Summary
"Algorithmic Trading Methods: Applications using Advanced Statistics, Optimization, and Machine Learning Techniques, Second Edition, is a sequel to The Science of Algorithmic Trading and Portfolio Management. This edition includes new chapters on algorithmic trading, advanced trading analytics, regression analysis, optimization, and advanced statistical methods. Increasing its focus on trading strategies and models, this edition includes new insights into the ever-changing financial environment, pre-trade and post-trade analysis, liquidation cost & risk analysis, and compliance and regulatory reporting requirements. Highlighting new investment techniques, this book includes material to assist in the best execution process, model validation, quality and assurance testing, limit order modeling, and smart order routing analysis. Includes advanced modeling techniques using machine learning, predictive analytics, and neural networks. The text provides readers with a suite of transaction cost analysis functions packaged as a TCA library. These programming tools are accessible via numerous software applications and programming languages."
Read More ↓Edition Statements
- Publication Date:2021
- Edition:Second edition
Publication Statements
- Publisher(s):Academic Press
- Place of Publication:London, United Kingdom
- Language:eng
- Publication Date:2021
Notes
Previous edition: published as The science of algorithmic trading and portfolio management. 2014.
The Physical Object
- Description:xxiv, 588 pages : : illustrations (some color) ; : 24 cm.
Edition Identifiers
- ISBN:9780128156308, 0128156309
- oclc:on1124323503
- LC Classification:HG4515.5
- Dewey Decimal:332.60285
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