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Long-range dependent curve time series

Li, Degui; Robinson, Peter M; Shang, Han Lin

Description

We introduce methods and theory for functional or curve time series with long- range dependence. The temporal sum of the curve process is shown to be asymp- totically normally distributed, the conditions for this covering a functional version of fractionally integrated autoregressive moving averages. We also construct an estimate of the long-run covariance function, which we use, via functional principal component analysis, in estimating the orthonormal functions spanning the dominant sub-space...[Show more]

CollectionsANU Research Publications
Date published: 2019-05-30
Type: Journal article
URI: http://hdl.handle.net/1885/177006
Source: Journal of the American Statistical Association
DOI: 10.1080/01621459.2019.1604362

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