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Identification of financial bubbles and crisis is a topic of major concern since it is important to prevent collapses … differential entropy based method using wavelet-based surrogates. We exploit the concept of recurrence plots to study the stock … financial bubbles, which have significantly impacted economic upheavals in the past few decades. …
Persistent link: https://www.econbiz.de/10010730259
Identification of financial bubbles and crisis is a topic of major concern since it is important to prevent collapses … differential entropy based method using wavelet-based surrogates. We exploit the concept of recurrence plots to study the stock … financial bubbles, which have significantly impacted economic upheavals in the past few decades. …
Persistent link: https://www.econbiz.de/10010628506
Identification of financial bubbles and crisis is a topic of major concern since it is important to prevent collapses … differential entropy based method using wavelet-based surrogates. We exploit the concept of recurrence plots to study the stock … financial bubbles, which have significantly impacted economic upheavals in the past few decades. …
Persistent link: https://www.econbiz.de/10010635221
wavelet-based surrogates. A complex Morlet wavelet is employed to detect and characterize the US business cycle. A …
Persistent link: https://www.econbiz.de/10010711860
With the emergence of the chaos theory and the method of surrogates data, nonlinear approaches employed in analysing … used in the DVV analysis are obtain via differential entropy based method using wavelet-based surrogates. A comprehensive …
Persistent link: https://www.econbiz.de/10010635079
With the emergence of the chaos theory and the method of surrogates data, nonlinear approaches employed in analysing … used in the DVV analysis are obtain via differential entropy based method using wavelet-based surrogates. A comprehensive …
Persistent link: https://www.econbiz.de/10010628503
In this paper we investigate for the presence of non-stochastic, possibly nonlinear deterministic dynamical cycles in financial time series. Evidence of nonlinear dynamics is revealed in denoised daily stock market index returns for six countries by combining Recurrence Quantification Analysis...
Persistent link: https://www.econbiz.de/10010590445
We test whether the spot price of crude oil is determined by stochastic rules or exhibits deterministic endogenous fluctuations. In our analysis, we employ both metric (correlation dimension and Lyapunov exponents) and topological (recurrence plots) diagnostic tools for chaotic dynamics. We find...
Persistent link: https://www.econbiz.de/10010571731
time series analysis methods such as power spectral density analysis, phase space reconstruction and test of surrogates …
Persistent link: https://www.econbiz.de/10010591800
In the recent years, by rapid growth of wind power generation in addition to its high penetration in power systems, the wind power prediction has been known as an important research issue. Wind power has a complicated dynamic for modeling and prediction. In this paper, different hybrid...
Persistent link: https://www.econbiz.de/10010703025