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AGU: Journal of Geophysical Research, Atmospheres

 
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Abstract

JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 92, NO. D8, PP. 9683-9686, 1987
doi:10.1029/JD092iD08p09683

Random Processes With Long-Range Dependence and High Variability

Murad S. Taqqu

Department of Mathematics, Boston University, Boston, Massachusetts

A family of stochastic models which may be relevant to meteorology is described. The family can be characterized by the intensity of dependence, the heaviness of the probability tails, and the degree of nonlinearity. Two processes, the fractional stable motion and the spectral fractional stable motion, are introduced in some detail, and the range of values of their parameters is investigated. Both processes have scaling properties and display long-range dependence and high variability.

Received 3 September 1986; accepted 4 March 1987; .

Citation: Taqqu, M. S. (1987), Random Processes With Long-Range Dependence and High Variability, J. Geophys. Res., 92(D8), 9683–9686, doi:10.1029/JD092iD08p09683.

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