spheresmooth: Piecewise Geodesic Smoothing for Spherical Data

Fitting a smooth path to a given set of noisy spherical data observed at known time points. It implements a piecewise geodesic curve fitting method on the unit sphere based on a velocity-based penalization scheme. The proposed approach is implemented using the Riemannian block coordinate descent algorithm. To understand the method and algorithm, one can refer to Bak, K. Y., Shin, J. K., & Koo, J. Y. (2023) <doi:10.1080/02664763.2022.2054962> for the case of order 1. Additionally, this package includes various functions necessary for handling spherical data.

Version:	0.1.3
Depends:	R (≥ 3.5.0)
Suggests:	sphereplot, rgl, ggplot2, rworldmap, sf
Published:	2024-12-06
DOI:	10.32614/CRAN.package.spheresmooth
Author:	Jae-Hwan Jhong [aut] (Chungbuk National University), Ja-Yong Koo [aut] (Korea University), Seyoung Lee [aut] (Sungshin Women's University), Kwan-Young Bak [aut, cre, cph] (Sungshin Women's University)
Maintainer:	Kwan-Young Bak <kybak at sungshin.ac.kr>
BugReports:	https://github.com/kybak90/spheresmooth/issues
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://kybak90.github.io/spheresmooth/, https://github.com/kybak90/spheresmooth
NeedsCompilation:	no
Materials:	README
CRAN checks:	spheresmooth results

Documentation:

Reference manual:

spheresmooth.pdf

Downloads:

Package source:	spheresmooth_0.1.3.tar.gz
Windows binaries:	r-devel: spheresmooth_0.1.3.zip, r-release: spheresmooth_0.1.3.zip, r-oldrel: spheresmooth_0.1.3.zip
macOS binaries:	r-release (arm64): spheresmooth_0.1.3.tgz, r-oldrel (arm64): spheresmooth_0.1.3.tgz, r-release (x86_64): spheresmooth_0.1.3.tgz, r-oldrel (x86_64): spheresmooth_0.1.3.tgz
Old sources:	spheresmooth archive

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