Splinets 1.5.0 -- Periodic Splinets
Abstract
Periodic splines are a special kind of splines that are defined over a set of knots over a circle and are adequate for solving interpolation problems related to closed curves. This paper presents a method of implementing the objects representing such splines and describes how an efficient orthogonal basis can be obtained. The proposed orthonormalized basis is called a periodic splinet in the reference to earlier work where analogous concepts and tools have been introduced for splines on an interval. Based on this methodology, the periodic splines and splinets are added to the earlier version of the R package "Splinets". Moreover, the developed computational tools have been applied to functionally analyze a standard example of functional circular data of wind directions and speeds.
Cite
@article{arxiv.2302.07552,
title = {Splinets 1.5.0 -- Periodic Splinets},
author = {Hiba Nassar and Krzysztof Podgórski},
journal= {arXiv preprint arXiv:2302.07552},
year = {2023}
}
Comments
16 pages