Recognizing determinism in a time series

Richard Wayland, David Bromley, Douglas Pickett, and Anthony Passamante
Phys. Rev. Lett. 70, 580 – Published 1 February 1993
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Abstract

A quantitative measure of determinism in a recurrent time series is developed. Specifically, scalar time series data are used to form a vector series in reconstructed phase space. A statistic is then developed to measure the observed ‘‘continuity’’ of the vector series. The statistic is used as a measure of determinism. Several examples are included to demonstrate the effectiveness of the method.

  • Received 19 October 1992

DOI:https://doi.org/10.1103/PhysRevLett.70.580

©1993 American Physical Society

Authors & Affiliations

Richard Wayland, David Bromley, Douglas Pickett, and Anthony Passamante

  • Naval Air Warfare Center, Aircraft Division, Warminster, Pennsylvania 18974-5000

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Issue

Vol. 70, Iss. 5 — 1 February 1993

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