Talk
A New Mixed Method to Select Non-Linear Complex Time Series
Pedro Fortes Ferreira (Pedro Ferreira); Diana Mendes (Mendes, D. A.);
Event Title
3rd International Conference on Dynamics, Games and Science
Year (definitive publication)
2014
Language
English
Country
Portugal
More Information
Abstract
Implementation of a new mixed method to select non-linear complex financial series (fossil energetic commodities, carbon allowances commodity, and European eolic main-building utilities), underlying the local constant models on the attractors (Small and Tse (2004)) and the maximum likelihood estimates of fractals (Takens (1985)), for successive embedding dimensions (starts at one). The time series of the asset daily prices (contracts (2000-2008)) such as coal, Acciona, Gamesa, and Repower present optimal embedding dimensions (5 ? de < 10) featuring non-linear complex (chaos and noise) financial series.
Acknowledgements
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Keywords
chaos, nonlinear time series