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Table of Contents
Table of Contents
Market manipulation erodes trust, distorts prices, and imposes significant costs on investors and institutions. Detection is no longer optional—it is a regulatory and operational imperative.
What You Will Learn
- 1 Learn the definition and impact of market manipulation on financial markets.
- 2 Understand spoofing, layering, wash trading, and pump-and-dump schemes.
- 3 Analyze the regulatory framework including SEC, FINRA, and international regulators.
- 4 Apply quantitative detection methods using trade and order book data.
- 5 Explore surveillance tools and data sources for real-time monitoring.
- 6 Identify pattern recognition techniques for abnormal trading behavior.
- 7 Implement machine learning models for anomaly detection.
- 8 Evaluate real-world manipulation cases and forensic analysis approaches.
- 9 Develop reporting procedures and compliance protocols.
- 10 Assess future challenges and evolving manipulation tactics.
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Market Manipulation Detection