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Space time-index plots for probing dynamical nonstationarity
Authors:Dejin Yu  Weiping Lu  Robert G Harrison
Institution:

Department of Physics, Heriot-Watt University, Riccarton, Edinburgh EH14 4AS, UK

Abstract:We propose a simple method to efficiently probe dynamical nonstationarity in observed time series. In a space time-index plot, the density distributions as a function of normalized time-index are V-shaped due to nonstationarity. We show that this method is workable for short data sets and typical examples are illustrated.
Keywords:Nonstationarity  Time series analysis  Time-index  Density distribution
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