An introduction to the analysis of actual time series observations of real-world processes. The course casts both modern nonlinear methods and more traditional linear methods in a geometric approach.

Accelerometer time series augmentation through externally driving a non-linear dynamical system. Chaos, Solitons & Fractals , 2023; 168: 113100 DOI: 10.1016/j.chaos.2023.113100 Cite This Page : ...

Often, regression models that appear nonlinear upon first glance are actually linear. The curve estimation procedure can be used to identify the nature of the functional relationships at play in ...

This analysis shows that 89% of seizures (17 of 19) can be anticipated by non-linear analysis (mean, –158.46 seconds); only two seizures analyzed here were slightly anticipated by ...