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CRAN: Package mcgf

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 [aut, cre, cph] 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: Downloads: Linking:

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