The paper “Exploratory Functional Data Analysis” provides a comprehensive review of recent exploratory approaches for functional data, highlighting the challenges posed by the high dimensionality and complexity of these data objects. Here, we further comment on challenging aspects for the exploratory analysis of these data, which present opportunities for future research.

Comments on: exploratory functional data analysis

Paganoni, Anna Maria;Sangalli, Laura M.
2025-01-01

Abstract

The paper “Exploratory Functional Data Analysis” provides a comprehensive review of recent exploratory approaches for functional data, highlighting the challenges posed by the high dimensionality and complexity of these data objects. Here, we further comment on challenging aspects for the exploratory analysis of these data, which present opportunities for future research.
2025
Functional data over multidimensional and complex domains
Functional spaces beyond L2
Partially observed functional data
Phase variation of functional data
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1289486
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