Addo, Peter Martey; Billio, Monica; Guegan, Dominique - HAL - 2013
With the emergence of the chaos theory and the method of surrogates data, nonlinear approaches employed in analysing time series typically suffer from high computational complexity and lack of straightforward explanation. Therefore, the need for methods capable of characterizing time series in...