Keller, Gerhard - In: Stochastic Processes and their Applications 71 (1997) 2, pp. 187-206
A new least-squares approach to information dimension estimation of the invariant distribution of a dynamical system is suggested. It is computationally similar to the Grassberger-Procaccia algorithm for estimating the correlation dimension over a fixed range of radii. Under mixing assumptions...