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@Stealth-Market-Microstructure-Group

Stealth Market Microstructure Group

License: CC BY-NC-ND 4.0

Market Microstructure Research

About this Initiative

We are an independent research group focused on the structural dynamics of modern financial markets. Our work combines quantitative modeling with a robust, proprietary simulation framework to analyze market phenomena that are often inaccessible through purely theoretical methods.

Methodology

Our approach is intentionally multi-disciplinary, integrating concepts from:

  • Market Microstructure Theory: Building upon and extending foundational models (e.g., Treynor, Glosten-Milgrom) to better reflect contemporary market conditions.
  • Econometrics & Statistics: Applying rigorous statistical analysis to high-frequency data.
  • Systems Engineering: Understanding the impact of latency, data flow, and exchange architecture.
  • Regulatory & Legal Frameworks: Analyzing how market rules and enforcement actions shape participant behavior.

All hypotheses are validated against a proprietary simulation environment built to replay historical ITCH data. During the buildout of our primary Kafka pipeline, we supplement our analysis with custom data acquisition tools.

Current Research Focus

Our research is centered on several key areas within market microstructure::

  • The mechanics of dealer markets and hot-potato trading dynamics.
  • Modeling and detection of illegal spoofing and layering strategies.
  • The formation and behavior of liquidity queues in limit order books.
  • Analysis of foundational models and their connection with current advanced markets.

The Group

Our team's composition includes members with deep domain experience in proprietary trading, low-latency systems development, and quantitative research. This structure allows us to approach problems from both a practitioner's and a researcher's perspective.

For more details, please contact: spcmer@gmail.com or p737917355@gmail.com

Popular repositories Loading

  1. nasdaq-itch-hot-potato-simulation nasdaq-itch-hot-potato-simulation Public

    Market microstructure simulation of agent-based order flow using NASDAQ ITCH data, demonstrating inventory-driven “hot potato” transfer at the same price level.

    Python 2

  2. dma-screen-imbalance-extraction dma-screen-imbalance-extraction Public

    Research tool for extracting order-flow imbalance signals from DMA trading screens. Combines static Level-2 liquidity and dynamic Time & Sales flow to infer market participant intent using OCR-base…

    Python 2

  3. Matching-engine-core Matching-engine-core Public

    Core engine of a proprietary, high-fidelity market simulator for market microstructure research.

    Python 1

  4. Research-on-Market-Microstructure- Research-on-Market-Microstructure- Public archive

    Investigating modern market structure through a multi-disciplinary approach and proprietary simulation.

    Jupyter Notebook

  5. .github .github Public

    Community health files and profile README for the Stealth Market Microstructure Group.

  6. publication-treynor-analysis publication-treynor-analysis Public

    Jupyter Notebook

Repositories

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