scholarly journals Some Recent Developments in Inference for Geostatistical Functional Data

2019 ◽  
Vol 42 (1) ◽  
pp. 101-122 ◽  
Author(s):  
Piotr Kokoszka ◽  
Matthew Reimherr

We review recent developments related to inferencefor functions defined at spatial locations. We also considertime series of functions defined at irregularly distributedspatial points or on a grid. We focus on kriging, estimationof the functional mean and principal components, and significancetesting, giving special attention to testing spatio--temporalseparability in the context of functional data. We also highlightsome ideas related to extreme value theory for spatially indexed functionaltime series.

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