One of the most important aspects of time series is their degree of stochasticity vs. chaoticity. Since the discovery of chaotic maps, many algorithms have been proposed to discriminate between these ...
Statistical complexity provides a quantitative framework for assessing the interplay between randomness and structure in time-ordered data. By combining measures of information content (entropy) with ...