cocons: Covariate-Based Covariance Functions for Nonstationary SpatialModeling
Estimation, prediction, and simulation of nonstationary Gaussian process with modular covariate-based covariance functions. Sources of nonstationarity, such as spatial mean, variance, geometric anisotropy, smoothness, and nugget, can be considered based on spatial characteristics. An induced compact-supported nonstationary covariance function is provided, enabling fast and memory-efficient computations when handling densely sampled domains.
| Version: | 0.1.5 |
| Depends: | R (≥ 3.5.0) |
| Imports: | Rcpp (≥ 1.0.10),spam (≥ 2.9.1),fields,optimParallel, methods,knitr |
| LinkingTo: | Rcpp,BH |
| Published: | 2025-12-10 |
| DOI: | 10.32614/CRAN.package.cocons |
| Author: | Federico Blasi [aut, cre], Reinhard Furrer [ctb] |
| Maintainer: | Federico Blasi <federicoblasi at gmail.com> |
| BugReports: | https://github.com/blasif/cocons/issues |
| License: | GPL (≥ 3) |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | cocons results |
Documentation:
| Reference manual: | cocons.html ,cocons.pdf |
| Vignettes: | cocons-vignette (source) |
Downloads:
| Package source: | cocons_0.1.5.tar.gz |
| Windows binaries: | r-devel:cocons_0.1.4.zip, r-release:cocons_0.1.5.zip, r-oldrel:cocons_0.1.5.zip |
| macOS binaries: | r-release (arm64):cocons_0.1.5.tgz, r-oldrel (arm64):cocons_0.1.5.tgz, r-release (x86_64):cocons_0.1.5.tgz, r-oldrel (x86_64):cocons_0.1.5.tgz |
| Old sources: | cocons archive |
Linking:
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