- Home Page /
- Books /
- Business & Money Books /
- Business Economics Books /
- Banks & Banking /
- Algorithmic Trading Methods: Applications Usi...
Item #:
17089307
Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques
87% of respondents would recommend this to a friend
Item #:
17089307
€ 75
Price Details
Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )
*All items will import from US
0 ratings
Write a review
In stock
Imported from USA store
QTY:
Order now and get it around Friday, October 09
Secured transaction
Ubuy works hard to protect your security and privacy. Our advanced payment security system ensures confidentiality by encrypting your information during transmission using AES (Advanced Encryption Standards) and SSL (Secure Socket Layer) protocols. Your payment details are 100% secure as we do not share your payment details with third party sellers.
Our Top Logistics Partners
Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques provides insights into trading strategies and models with advanced statistical methods, predictive analytics, and neural networks.
Fast
Shipping
Free
Return*
Secure Packaging
100% Original Products
PCI DSS Compliance
ISO 27001 Certified
Note: Step Down Voltage Transformer required for using electronics products of US store (110-120). Recommended power converters Buy Now.
What Stands Out
Advanced Techniques
Utilizes cutting-edge statistical methods and machine learning to refine trading strategies, surpassing traditional approaches in accuracy and decision-making efficiency for serious traders and analysts.
Practical Applications
Offers real-world examples and case studies, helping users directly apply complex concepts to financial scenarios, making it accessible for both novices and experienced algorithmic traders.
Comprehensive Coverage
Covers a wide range of topics, from optimization to risk management, providing a holistic understanding of algorithmic trading, essential for anyone aiming to excel in financial markets.
Product Details
- Sequel to The Science of Algorithmic Trading and Portfolio Management
- New chapters on algorithmic trading, advanced trading analytics, regression analysis, optimization, and advanced statistical methods
- Focus on trading strategies, pre-trade and post-trade analysis, liquidation cost & risk analysis, and compliance and regulatory reporting requirements
- Includes guidance on investment techniques, best execution process, model validation, quality and assurance testing, limit order modeling, and smart order routing analysis
- Incorporates advanced modeling techniques using machine learning, predictive analytics, and neural networks
- Provides readers with a suite of transaction cost analysis functions accessible via numerous software applications and programming languages
| Publisher | Academic Press |
| Publication date | September 18, 2020 |
| Edition | 2nd |
| Language | English |
| Print length | 612 pages |
| ISBN-10 | 0128156309 |
| ISBN-13 | 978-0128156308 |
| Item Weight | 3.25 pounds (1.47 kg) |
| Dimensions | 7.52 x 1.44 x 9.25 inches (19.1 x 3.7 x 23.5 cm) |
Who Should Buy?
-
Quantitative Analysts
Ideal for professionals seeking to apply statistical and machine learning techniques in financial markets for trading strategies.
-
Data Scientists
Beneficial for data scientists focusing on financial data to enhance algorithmic trading models with innovative methodologies.
-
Finance Students
Useful resource for students in finance aiming to understand practical applications of statistics and machine learning in trading.
-
Beginner Traders
Not suitable for novice traders lacking foundational knowledge in statistics and algorithmic trading concepts or applications.
Product Description
Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques
Have any Query? Chat with us
Customer Questions & Answers
-
Question:
What topics are covered in Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques?
Answer: This book delves into advanced statistical methods, optimization strategies, and machine learning techniques applied to algorithmic trading. It covers key areas like backtesting, risk management, and real-world application scenarios. By exploring these topics, readers can gain a thorough understanding of the quantitative techniques that drive successful trading algorithms, making it a vital resource for traders looking to implement data-driven strategies. -
Question:
Who is the target audience for this book?
Answer: The book is intended for professional traders, quantitative analysts, and financial engineers who want to enhance their skills in algorithmic trading. Additionally, graduate students and academics interested in developing a robust foundation in advanced trading strategies will find invaluable insights. By catering to a diverse audience, the book bridges the gap between theoretical statistics and practical trading applications. -
Question:
How does this edition differ from the previous one?
Answer: The 2nd edition includes updated content reflecting recent advancements in machine learning and statistics, as well as new case studies demonstrating practical applications. The revisions enhance the clarity and depth of explanations, providing readers with better insights into contemporary algorithmic trading methodologies. This makes it a relevant and up-to-date reference for today’s traders and quantitative researchers. -
Question:
Are there practical examples included in the book?
Answer: Yes, the book includes numerous practical examples and case studies that illustrate the application of the discussed techniques in real-world trading scenarios. This practical approach allows readers to see how theoretical concepts translate into actionable trading strategies, enabling them to grasp complex ideas easily. These examples help bridge the gap between theory and practice, making them an essential aspect of the reader's learning experience. -
Question:
What prerequisites should readers have before diving into this book?
Answer: While the book is written for both practitioners and academics, a foundational understanding of statistics, programming (preferably in Python or R), and basic financial concepts is recommended. Familiarity with machine learning principles will enhance comprehension of the advanced topics discussed. This foundational knowledge ensures that readers can effectively apply the methods presented and benefit fully from the insights offered throughout the text. -
Question:
Can this book help in developing automated trading algorithms?
Answer: Absolutely! The book provides essential insights into the design and implementation of automated trading algorithms using machine learning, optimization, and statistical analysis. By leveraging the techniques discussed, readers can develop robust algorithms tailored to their trading strategies, whether they focus on high-frequency trading or longer-term investment approaches. Thus, it serves as a comprehensive guide for those looking to automate their trading endeavors. -
Question:
Does the book cover backtesting strategies?
Answer: Yes, backtesting strategies are a significant focus within the book. Readers will learn how to effectively test their trading algorithms against historical data to evaluate their potential profitability and risk. This ensures that traders can make data-driven decisions before committing real capital, reducing potential losses. Understanding backtesting helps in refining strategies and enhancing overall trading performance. -
Question:
What programming languages are recommended for implementing the techniques in this book?
Answer: The book primarily utilizes examples in Python and R, as they are widely used in quantitative finance and algorithmic trading. Both languages offer extensive libraries that facilitate statistical analysis and machine learning, making them ideal for implementing the methodologies discussed. By learning these languages, readers can seamlessly translate theory into practice, enhancing their programming skills along the way. -
Question:
Is there a focus on risk management in the book?
Answer: Yes, risk management is a crucial component covered extensively in the book. Readers will learn various techniques to assess and mitigate risks associated with algorithmic trading, ensuring a balanced approach to trading strategies. Understanding risk management principles not only protects investments but also helps traders optimize their trading systems for better performance. Practical applications of risk assessment are illustrated throughout, making it an integral focus of the text. -
Question:
Where can I buy Algorithmic Trading Methods: Applications Using Advanced Statistics, Optimization, and Machine Learning Techniques 2nd Edition in Slovakia?
Answer: You can purchase Algorithmic Trading Methods through Ubuy, a trusted online platform that offers a wide range of products, including books on trading techniques. Ubuy provides a seamless shopping experience, ensuring that you can easily navigate to this specific title and make your purchase with confidence. By choosing Ubuy, you can quickly access this essential resource for enhancing your algorithmic trading skills.
Banks & Banking Editorial Review
This book provides advanced techniques in algorithmic trading, but is poorly edited with several mistakes in pronoun agreement and sentence construction. Despite these shortcomings, the book is still informative and worth reading for those with some experience in the subject matter.
Customer Reviews & Ratings
1 customers ratings
-
5 Star
100%
-
4 Star
0%
-
3 Star
0%
-
2 Star
0%
-
1 Star
0%
Review this product
Share your thoughts with other customers
Pros
- Provides advanced techniques in algorithmic trading
- Contains a lot of theory that is difficult to find in other books
Cons
- Poorly edited with mistakes in pronoun agreement and sentence construction
Platform Trust & Buyer Confidence
JK
Jasmin
Verified buyer
“Great products and very good service: very easy and very fast international delivery.”
9 September 2026 · via Trustpilot
AG
Anke
Verified buyer
“Wonderful online shopping experience, smooth transaction from the start. Payment method works conveniently and delivery is unexpectedly fast and reliable. You go the extra mile for service. What makes this even more amazing, you deliver to Namibia. I will remain a happy Ubuy customer and will increase my purchases for sure! Thank you!”
10 September 2026 · via Trustpilot
H
Hazel
Verified buyer
“Very easy to find the products what you need, and so fast delivery, that’s why I highly recommended to others costumers to used ubuy.”
10 September 2026 · via Trustpilot
O
Opaleye
Verified buyer
“I received exactly what I ordered I was skeptical about your site because that was my first time to order. But the order came timely and neatly packaged. I was not disappointed. Thank you.”
11 September 2026 · via Trustpilot
AC
Adele
Verified buyer
“Easy to find and order what you want on the website. Delivery is quick to the UK”
8 September 2026 · via Trustpilot
Secure Checkout
Global Delivery
Easy Returns
Genuine Products
Product Price History
Important information
- Limitations : For products shipped internationally, please note that any manufacturer warranty may not be valid; manufacturer service options may not be available; product manuals, instructions, and safety warnings may not be in destination country languages; the products (and accompanying materials) may not be designed in accordance with destination country standards, specifications, and labeling requirements; and the products may not conform to destination country voltage and other electrical standards (requiring use of an adapter or converter if appropriate). The recipient is responsible for assuring that the product can be lawfully imported to the destination country. When ordering from Ubuy or its affiliates, the recipient is the importer of record and must comply with all laws and regulations of the destination country.
- Not all the products listed on Ubuy are for sale, as Ubuy is a global search engine. Products are subject to export/trade regulations.
€ 75
Order now and get it around Friday, October 09
This item is not restrict in my country.(Please click on above link if this item is not restrict in your country, So our team will review and allow.)
QTY:
Secured transaction
PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.
Our Top Logistics Partners
Fastest cross-border delivery
Features & Benefits
- New insights on trading strategies and models
- Includes advanced modeling techniques such as predictive analytics and neural networks
- Covers pre-trade and post-trade analysis, liquidation cost & risk analysis, and compliance and regulatory reporting requirements
- Assists in the best execution process, model validation, and quality assurance testing
- Accessible via numerous software applications and programming languages
- Provides a suite of transaction cost analysis functions
Ubuy Assurance
Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns *, and secure packaging on every order.