mcgf: Markov Chain Gaussian Fields Simulation and Parameter Estimation
Simulating and estimating (regime-switching) Markov chain Gaussian fields with covariance functions of the Gneiting class (Gneiting 2002) <doi:10.1198/016214502760047113>. It supports parameter estimation by weighted least squares and maximum likelihood methods, and produces Kriging forecasts and intervals for existing and new locations.
| Version: | 1.1.1 |
| Depends: | R (≥ 4.0.0) |
| Imports: | MASS, sp |
| Suggests: | testthat (≥ 3.0.0), doParallel (≥ 1.0.17), foreach (≥ 1.5.2), parallel (≥ 4.3.1), knitr, rmarkdown, lubridate, dplyr, Rsolnp |
| Published: | 2024-06-29 |
| DOI: | 10.32614/CRAN.package.mcgf |
| Author: | Tianxia Jia |
| Maintainer: | Tianxia Jia <tianxia.jia at ucalgary.ca> |
| BugReports: | https://github.com/tianxia-jia/mcgf/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/tianxia-jia/mcgf, https://tianxia-jia.github.io/mcgf/ |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| CRAN checks: | mcgf results |
Documentation:
| Reference manual: | mcgf.pdf |
| Vignettes: |
mcgf mcgf_rs |
Downloads:
| Package source: | mcgf_1.1.1.tar.gz |
| Windows binaries: | r-devel: mcgf_1.1.1.zip, r-release: mcgf_1.1.1.zip, r-oldrel: mcgf_1.1.1.zip |
| macOS binaries: | r-release (arm64): mcgf_1.1.1.tgz, r-oldrel (arm64): mcgf_1.1.1.tgz, r-release (x86_64): mcgf_1.1.1.tgz, r-oldrel (x86_64): mcgf_1.1.1.tgz |
| Old sources: | mcgf archive |
Linking:
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