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Forecasting Density‐Valued Functional Panel Data

Published in Australian & New Zealand Journal of Statistics • Jun 20, 2025
NobleIDNI4P27W01R65S31
Authors:
Cristian Felipe Jiménez Varón
,
Ying Sun
,
Han Lin Shang

Abstract

ABSTRACT We introduce a statistical method for modelling and forecasting functional panel data represented by multiple densities. Density functions are non‐negative and have a constrained integral, and thus do not constitute a linear vector space. We implement a centre log‐ratio transformation to tr...

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