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Variograms for kriging and clustering of spatial functional data with phase variation

Spatial, amplitude and phase variations in spatial functional data are confounded. Conclusions from the popular functional trace-variogram, which quantifies spatial variation, can be misleading when analyzing misaligned functional data with phase variation. To remedy this, we describe a framework th...

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Detalles Bibliográficos
Autores principales: Guo, Xiaohan, Kurtek, Sebastian, Bharath, Karthik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9912960/
https://www.ncbi.nlm.nih.gov/pubmed/36777259
http://dx.doi.org/10.1016/j.spasta.2022.100687