rSPDE: Rational Approximations of Fractional Stochastic Partial Differential Equations

Functions that compute rational approximations of fractional elliptic stochastic partial differential equations. The package also contains functions for common statistical usage of these approximations. The main references for rSPDE are Bolin, Simas and Xiong (2023) <doi:10.1080/10618600.2023.2231051> for the covariance-based method and Bolin and Kirchner (2020) <doi:10.1080/10618600.2019.1665537> for the operator-based rational approximation. These can be generated by the citation function in R.

Version:	2.4.0
Depends:	R (≥ 3.5.0), Matrix
Imports:	stats, methods, fmesher (≥ 0.2.0), lifecycle, broom
Suggests:	knitr, rmarkdown, INLA (≥ 24.12.01), testthat, ggplot2, lattice, splancs, optimParallel, RSpectra, numDeriv, inlabru (≥ 2.12.0), sn, viridis, doParallel, foreach, tidyr, dplyr, GeneralizedHyperbolic, gridExtra, MetricGraph, sf
Published:	2024-12-02
DOI:	10.32614/CRAN.package.rSPDE
Author:	David Bolin [cre, aut], Alexandre Simas [aut], Finn Lindgren [ctb]
Maintainer:	David Bolin <davidbolin at gmail.com>
BugReports:	https://github.com/davidbolin/rSPDE/issues
License:	GPL (≥ 3) | file LICENSE
Copyright:	see file COPYRIGHTS
URL:	https://davidbolin.github.io/rSPDE/
NeedsCompilation:	no
Additional_repositories:	https://inla.r-inla-download.org/R/testing
Citation:	rSPDE citation info
Materials:	NEWS
CRAN checks:	rSPDE results

Documentation:

Reference manual:	rSPDE.pdf
Vignettes:	rSPDE Package (source, R code)

Downloads:

Package source:	rSPDE_2.4.0.tar.gz
Windows binaries:	r-devel: rSPDE_2.4.0.zip, r-release: rSPDE_2.4.0.zip, r-oldrel: rSPDE_2.4.0.zip
macOS binaries:	r-release (arm64): rSPDE_2.4.0.tgz, r-oldrel (arm64): rSPDE_2.4.0.tgz, r-release (x86_64): rSPDE_2.4.0.tgz, r-oldrel (x86_64): rSPDE_2.4.0.tgz
Old sources:	rSPDE archive

Reverse dependencies:

Reverse imports:

BSSoverSpace, disaggregation, MetricGraph

Linking:

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