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A maximum likelihood approach to correlation dimension and entropy estimation

✍ Scribed by E. Olofsen; J. Degoede; R. Heijungs

Publisher
Springer
Year
1992
Tongue
English
Weight
674 KB
Volume
54
Category
Article
ISSN
1522-9602

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✦ Synopsis

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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Maximum entropy approach to SchrΓΆdinger'
Maximum entropy approach to SchrΓΆdinger's radial equation
✍ F. Garcias; M. Casas; A. Plastino πŸ“‚ Article πŸ“… 1995 πŸ› John Wiley and Sons 🌐 English βš– 596 KB

From the sole knowledge (at a finite number of points) of the numerical values of the potential V ( r ) corresponding to Schrodinger's radial equation, it is found that recourse to Information Theory (IT) concepts allows one to infer the pertinent wave functions (and eigenvalues) without attempting