Nonparametric Regression Based on Discretely Sampled Curves

In the context of nonparametric regression, we study conditions under which the consistency (and rates of convergence) of estimators built from discretely sampled curves can be derived from the consistency of estimators based on the unobserved whole trajectories. As a consequence, we derive asympto...

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Bibliographic Details
Main Authors: Liliana Forzani, Ricardo Fraiman, Pamela Llop
Format: Article
Language:English
Published: Instituto Nacional de Estatística | Statistics Portugal 2020-02-01
Series:Revstat Statistical Journal
Subjects:
Online Access:https://revstat.ine.pt/index.php/REVSTAT/article/view/283