Efficient Bayesian inference for natural time series using ARFIMA processes

Many geophysical quantities, such as atmospheric temperature, water levels in rivers, and wind speeds, have shown evidence of long memory (LM). LM implies that these quantities experience non-trivial temporal memory, which potentially not only enhances their predictability, but also hampers the dete...

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Bibliographic Details
Main Authors: T. Graves, R. B. Gramacy, C. L. E. Franzke, N. W. Watkins
Format: Article
Language:English
Published: Copernicus Publications 2015-11-01
Series:Nonlinear Processes in Geophysics
Online Access:http://www.nonlin-processes-geophys.net/22/679/2015/npg-22-679-2015.pdf