Abstract

KOKOSZKA, Piotr  and  REIMHERR, Matthew. Some Recent Developments in Inference for Geostatistical Functional Data. Rev.Colomb.Estad. [online]. 2019, vol.42, n.1, pp.101-122.  Epub May 23, 2019. ISSN 0120-1751.  https://doi.org/10.15446/rce.v42n1.77058.

We review recent developments related to inference for functions defined at spatial locations. We also consider time series of functions defined at irregularly distributed spatial points or on a grid. We focus on kriging, estimation of the functional mean and principal components, and significance testing, giving special attention to testing spatio-temporal separability in the context of functional data. We also highlight some ideas related to extreme value theory for spatially indexed functional time series.

Keywords : Functional data; Spatial statistics.

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