A maximum likelihood approach to correlation dimension and entropy estimation.

Abstract:

:To obtain the correlation dimension and entropy from an experimental time series we derive estimators for these quantities together with expressions for their variances using a maximum likelihood approach. The validity of these expressions is supported by Monte Carlo simulations. We illustrate the use of the estimators with a local recording of atrial fibrillation obtained from a conscious dog.

journal_name

Bull Math Biol

authors

Olofsen E,Degoede J,Heijungs R

doi

10.1007/BF02458619

subject

Has Abstract

pub_date

1992-01-01 00:00:00

pages

45-58

issue

1

eissn

0092-8240

issn

1522-9602

journal_volume

54

pub_type

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