Takens' Embedding Theorem

Abstract

Takens' embedding theorem tells us that information about the hidden states of a dynamical system can be preserved in a time series output. Indeed, a variety of algorithms for tasks such as time series prediction and attractor dimension estimation exploit Takens' result. The goal of this module is thus to detail and discuss Takens' result.