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55780769
Permutation and Randomization Tests for Trading System Development: Algorithms in C++ (Paperback)
Item #:
55780769
GEL 144
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This book provides the trading system developer with a powerful set of statistical tools for measuring vital aspects of performance that are ignored by most developers.
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What Stands Out
Practical Applications
Offers practical insights on permutation and randomization tests, making complex statistical concepts accessible for traders looking to enhance system development.
C++ Focus
Specifically designed for C++ programming, it provides detailed algorithm implementations that cater to developers aiming to integrate trading strategies into their code seamlessly.
User-Friendly Approach
Features a clear and structured presentation of algorithms, ensuring readers can easily understand and apply advanced statistical techniques to make informed trading decisions.
Product Details
- This book provides the trading system developer with a powerful set of statistical tools for measuring vital aspects of performance that are ignored by most developers.All algorithms include intuitive justification, basic theory, all relevant equations, and highly commented C++ code for complete programs that run in a Windows Command Console.Reprogramming them in other languages should be easy, given the detailed explanations of each algorithm.The following topics are covered: Testing for overfitting at the earliest possible stageEvaluating the luckiness-versus-skill of a fully developed system before deploying itTesting the effectiveness and reliability of a trading system factoryRemoving selection bias when screening a large number of indicatorsProbability bounds for future mean returnsBounding typical and catastrophic future drawdownsIs the best indicator or model in a competition truly the best, or just the luckiest?Which markets provide truly superior profits for your trading system?What holding time for your system provides the best risk/return performance?
| Book format | Paperback |
| Fiction/nonfiction | Non-Fiction |
| Genre | Computers/Data Science - General |
| Publication date | February, 2020 |
| Pages | 174 |
| Reading level | General |
| Edition | Standard Edition |
| Publisher | Independently Published |
| Original languages | English |
| Language | English |
| Assembled product height | 1.5 in (3.8 cm) |
| Assembled product weight | 1 lb (450 grams) |
| Bisac subject heading | Computers |
Product Description
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Customer Questions & Answers
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Question:
What programming language is used in the book?
Answer: The book provides algorithms in C++. -
Question:
Can the algorithms be adapted to other programming languages?
Answer: Yes, detailed explanations make reprogramming in other languages easy. -
Question:
What key topics does the book cover?
Answer: It covers overfitting, luckiness vs. skill, reliability testing, and more.
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GEL 144
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Features & Benefits
- Comprehensive guide for trading system developers.
- Offers advanced statistical tools for performance measurement.
- Includes intuitive justifications and detailed C++ code.
- Facilitates easy reprogramming in other languages.
- Addresses crucial topics like overfitting, luckiness vs. skill, and selection bias.
- Helps identify profitable markets and optimal holding times.
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