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mrtsSphere  

Multi-Resolution Thin-Plate Splines on the Sphere
View on CRAN: Click here


Download and install mrtsSphere package within the R console
Install from CRAN:
install.packages("mrtsSphere")

Install from Github:
library("remotes")
install_github("cran/mrtsSphere")

Install by package version:
library("remotes")
install_version("mrtsSphere", "0.1.2")



Attach the package and use:
library("mrtsSphere")
Maintained by
Hao-Yun Huang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-04-29
Latest Update: 2026-04-29
Description:
Constructs multi-resolution thin-plate spline basis functions on the sphere for use in spatial regression and large-scale spatial prediction problems. Implements the basis system described in Huang, Huang, and Ing (2025) "Multi-Resolution Spatial Methods on the Sphere: Efficient Prediction for Global Data", Environmetrics, <doi:10.1002/env.70092>. Heavy computations are written in 'C++' via 'Rcpp' with optional 'OpenMP' parallelism.
How to cite:
Hao-Yun Huang (2026). mrtsSphere: Multi-Resolution Thin-Plate Splines on the Sphere. R package version 0.1.2, https://cran.r-project.org/web/packages/mrtsSphere. Accessed 17 Jul. 2026.
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Complete documentation for mrtsSphere
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Full mrtsSphere package functions and examples
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