Methods, experiments, and market observations. A closer look at the data, models, and ideas behind the Empirical Markets research platform.
Start with a recent investigation, then explore the full research library.
A walkthrough of SMART — a suite of AI models on Empirical Markets that produce actionable trading signals with transparent backtested strategies and rigorous performance metrics.
Browse technical deep dives, methodology notes, quantitative analysis, and more.
A walkthrough of SMART — a suite of AI models on Empirical Markets that produce actionable trading signals with transparent backtested strategies and rigorous performance metrics.
Discover how flow ratio anomalies highlight concentrated trading activity and reveal insights that price alone cannot capture.
Building a market regime detection model using sentiment from Federal Reserve publications.
An all-in-one walkthrough of the Empirical Markets API — covering AI-powered predictions, stock prices, fundamentals, macroeconomic data, insider activity, Federal Reserve operations, and more.
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Connect the latest research with charts, quantitative signals, and market data in your own workspace.