mrtsSphere - Multi-Resolution Thin-Plate Splines on the Sphere
Constructs multi-resolution thin-plate spline (MRTS) basis
functions on the sphere and fits the corresponding
multi-resolution mixed model (MRMM) by generalised least
squares with a tapered Matérn residual covariance, including
kriging-style prediction with closed-form standard errors.
Implements the 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 basis computations are written
in 'C++' via 'Rcpp' with optional 'OpenMP' parallelism.