Investigating Causal Relationships in Stock Returns with Temporal Logic Based Methods

Samantha Kleinberg, Petter N. Kolm, Bud Mishra

We describe a new framework for causal inference and its application to return time series. In this system, causal relationships are represented as logical formulas, allowing us to…