Convergent Cross Mapping (CCM)

A causal discovery method grounded in state-space reconstruction theory from dynamical systems. It infers causal relationships by testing whether the state-space manifolds of two time series can be mutually mapped onto each other, making it suitable for nonlinearly coupled systems.