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The correlation dimension has been defined by (see Chapter 4):
for a sufficiently large embedding dimension.
It is assumed that
(eq. (5.1)) for small
[Grassberger and Procaccia, 1984].
In the following subsections we derive
maximum likelihood estimators of the correlation dimension.