Algometrics: Forecasting Under Algorithmic Feedback
Algometrics introduces a framework to analyze time series where predictive models influence the data they forecast.
In algorithmic markets, models become part of the data-generating process. The framework distinguishes between historical risk (passive forecasting) and deployment risk (where forecasts drive actions), proving that deployment risk is not identifiable from historical data alone.