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mcgf  

Markov Chain Gaussian Fields Simulation and Parameter Estimation
View on CRAN: Click here


Download and install mcgf package within the R console
Install from CRAN:
install.packages("mcgf")

Install from Github:
library("remotes")
install_github("cran/mcgf")

Install by package version:
library("remotes")
install_version("mcgf", "1.1.1")



Attach the package and use:
library("mcgf")
Maintained by
Tianxia Jia
[Scholar Profile | Author Map]
First Published: 2023-10-31
Latest Update: 2024-02-19
Description:
Simulating and estimating (regime-switching) Markov chain Gaussian fields with covariance functions of the Gneiting class (Gneiting 2002) . It supports parameter estimation by weighted least squares and maximum likelihood methods, and produces Kriging forecasts and intervals for existing and new locations.
How to cite:
Tianxia Jia (2023). mcgf: Markov Chain Gaussian Fields Simulation and Parameter Estimation. R package version 1.1.1, https://cran.r-project.org/web/packages/mcgf. Accessed 07 Apr. 2025.
Previous versions and publish date:
1.0.0 (2023-10-31 17:40), 1.0.1 (2024-02-19 20:20), 1.1.0 (2024-04-04 10:03)
Other packages that cited mcgf R package
View mcgf citation profile
Other R packages that mcgf depends, imports, suggests or enhances
Complete documentation for mcgf
Functions, R codes and Examples using the mcgf R package
Some associated functions: acf_rs . acfs.mcgf . acfs . add_base.mcgf . add_base.mcgf_rs . add_base . add_lagr.mcgf . add_lagr.mcgf_rs . add_lagr . add_nugget . ccf_rs . ccfs.mcgf . ccfs . ccov.mcgf . ccov.mcgf_rs . ccov . check_dist . check_dist_sign . check_dists . check_length . check_length_ls . cor2cov . cor_cauchy . cor_exp . cor_fs . cor_lagr_askey . cor_lagr_tri . cor_sep . cor_stat . cor_stat_rs . cov_joint . dists.mcgf . dists . dot-.cor_sep . dot-.cor_stat . dot-cor_cauchy . dot-cor_exp . dot-cor_fs . dot-cor_lagr_askey . dot-cor_lagr_tri . dot-cor_sep . dot-cor_stat . dot-find_dists . dot-mcgf_rs_sim . dot-mcgf_sim . estimate . find_dists . fit_base.mcgf . fit_base.mcgf_rs . fit_base . fit_lagr.mcgf . fit_lagr.mcgf_rs . fit_lagr . is.mcgf . is.mcgf_rs . is_numeric_scalar . krige.mcgf . krige.mcgf_rs . krige . mat_inv . mcgf . mcgf_rs . mcgf_rs_sim . mcgf_sim . model.mcgf . model . new_mcgf . new_mcgf_rs . obj_mle . obj_wls . print.mcgf . rdists . sd_rs . sds.mcgf . sds . sim1 . sim2 . sim3 . to_ar . validate_mcgf . validate_mcgf_rs . wind . 
Some associated R codes: acfs.R . add_base.R . add_lagr.R . add_nugget.R . ccfs.R . ccov.R . check.R . cor2cov.R . cor_cauchy.R . cor_exp.R . cor_fs.R . cor_lagr_askey.R . cor_lagr_tri.R . cor_sep.R . cor_stat.R . cor_stat_rs.R . cov_joint.R . dists.R . estimate.R . find_dists.R . fit_base.R . fit_lagr.R . krige.R . mcgf.R . mcgf_rs.R . mcgf_rs_sim.R . mcgf_sim.R . model.R . print.mcgf.R . sds.R . simulation.R . to_ar.R . wind.R .  Full mcgf package functions and examples
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