Literature DB >> 25665660

A maximum likelihood approach to correlation dimension and entropy estimation.

E Olofsen1, J Degoede, R Heijungs.   

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.

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Year:  1992        PMID: 25665660     DOI: 10.1007/BF02458619

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  4 in total

1.  Spurious dimension from correlation algorithms applied to limited time-series data.

Authors: 
Journal:  Phys Rev A Gen Phys       Date:  1986-09

2.  Independent coordinates for strange attractors from mutual information.

Authors: 
Journal:  Phys Rev A Gen Phys       Date:  1986-02

3.  Statistical precision of dimension estimators.

Authors: 
Journal:  Phys Rev A       Date:  1990-03-15       Impact factor: 3.140

4.  Length of excitation wave and susceptibility to reentrant atrial arrhythmias in normal conscious dogs.

Authors:  P L Rensma; M A Allessie; W J Lammers; F I Bonke; M J Schalij
Journal:  Circ Res       Date:  1988-02       Impact factor: 17.367

  4 in total

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