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

Haozhe Zhang, Yehua Li

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 su…