History of Nonlinear Time Series Analysis

For the first century or so, mathematicians studied Dyn Sys Theory by analyzing dynamical systems. After the computer revolution, scientists (esp. physicists) turned to the inverse problem: finding a dynamical system that mimics a given data set. Essentially an aspect of chaos theory, this became a whole field in itself by the 1990s.