In this chapter, we will discuss in greater detail the autocorrelation function and the mutual information we mentioned in Chapter 3 on the reconstruction of the state space. We will also cover a new measure called the correlation dimension, which quantifies the dimensionality of an attractor.
Nonlinear Analyses of Human Movement
Hunt, N. H. (2016). Autocorrelation Function, Mutual Information, and Correlation Dimension. In Stergiou, N. (Ed.) Nonlinear Analyses of Human Movement, 301-341. https://www.routledge.com/Nonlinear-Analysis-for-Human-Movement-Variability/Stergiou/p/book/9781498703321