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Unified Principal Component Analysis for Sparse and Dense Functional Data under Spatial Dependency

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We consider spatially dependent functional data collected under a geostatistics setting, where locations are sampled from a spatial point process. The functional response is the sum of a spatially dependent functional effect and a spatially independent functio... ...