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Mean estimation in spatial functional data

Dette, Holger et al.
arXiv (All) · Papers
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statistics-theory
Functional mean estimation exhibits a sparse-to-dense phase transition as the number of measurements per curve increases. For spatially indexed functional data, however, dependence between nearby curves and increasing spatial sampling density fundamentally alter this transition. We investigate this
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