Other packages > Find by keyword >

GeoModels  

Procedures for Gaussian and Non Gaussian Geostatistical (Large) Data Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GeoModels", "2.2.2")



Attach the package and use:
library("GeoModels")
Maintained by
Moreno Bevilacqua
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-05-25
Latest Update: 2025-07-30
Description:
Functions for Gaussian and Non Gaussian (bivariate) spatial and spatio-temporal data analysis are provided for a) (fast) simulation of random fields, b) inference for random fields using standard likelihood and a likelihood approximation method called weighted composite likelihood based on pairs and b) prediction using (local) best linear unbiased prediction. Weighted composite likelihood can be very efficient for estimating massive datasets. Both regression and spatial (temporal) dependence analysis can be jointly performed. Flexible covariance models for spatial and spatial-temporal data on Euclidean domains and spheres are provided. There are also many useful functions for plotting and performing diagnostic analysis. Different non Gaussian random fields can be considered in the analysis. Among them, random fields with marginal distributions such as Skew-Gaussian, Student-t, Tukey-h, Sin-Arcsin, Two-piece, Weibull, Gamma, Log-Gaussian, Binomial, Negative Binomial and Poisson. See the URL for the papers associated with this package, as for instance, Bevilacqua and Gaetan (2015) , Bevilacqua et al. (2016) , Vallejos et al. (2020) , Bevilacqua et. al (2020) , Bevilacqua et. al (2021) , Bevilacqua et al. (2022) , Morales-Navarrete et al. (2023) , and a large class of examples and tutorials.
How to cite:
Moreno Bevilacqua (2022). GeoModels: Procedures for Gaussian and Non Gaussian Geostatistical (Large) Data Analysis. R package version 2.2.2, https://cran.r-project.org/web/packages/GeoModels. Accessed 04 Jun. 2026.
Previous versions and publish date:
1.0.0 (2022-05-25 09:40), 1.0.1 (2022-06-05 16:10), 1.0.2 (2022-09-04 16:30), 1.0.3 (2022-10-23 12:27), 1.0.4 (2022-11-30 09:10), 1.0.5 (2022-12-05 09:32), 1.0.6 (2023-01-07 14:50), 1.0.7 (2023-03-14 14:50), 1.0.8 (2023-05-30 16:40), 1.0.9 (2023-08-07 23:00), 1.1.0 (2023-08-16 11:02), 1.1.1 (2023-08-29 10:30), 1.1.2 (2023-09-08 22:40), 1.1.3 (2023-09-23 14:30), 1.1.4 (2023-10-21 15:00), 1.1.5 (2023-11-14 10:43), 1.1.6 (2024-02-06 18:40), 1.1.7 (2024-02-19 08:50), 1.1.8 (2024-03-13 11:20), 1.1.9 (2024-03-21 09:30), 2.0.0 (2024-04-10 00:20), 2.0.1 (2024-04-11 13:40), 2.0.2 (2024-05-16 18:41), 2.0.3 (2024-06-07 14:20), 2.0.4 (2024-07-09 16:50), 2.0.5 (2024-09-28 02:00), 2.0.6 (2024-10-07 14:10), 2.0.7 (2024-10-25 23:30), 2.0.8 (2024-11-10 19:40), 2.0.9 (2025-01-07 18:50), 2.1.0 (2025-01-14 19:40), 2.1.1 (2025-04-13 12:50), 2.1.2 (2025-04-25 16:50), 2.1.3 (2025-05-02 18:00), 2.1.4 (2025-05-09 10:10), 2.1.5 (2025-05-22 17:30), 2.1.6 (2025-06-25 14:30), 2.1.7 (2025-07-18 19:20), 2.1.8 (2025-07-31 01:10), 2.1.9 (2025-09-01 00:10), 2.2.0 (2025-09-11 16:00), 2.2.1 (2025-11-24 18:10), 2.2.2 (2026-01-17 23:40)
Other packages that cited GeoModels R package
View GeoModels citation profile
Other R packages that GeoModels depends, imports, suggests or enhances
Complete documentation for GeoModels
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

AMPLE  
Shiny Apps to Support Capacity Building on Harvest Control Rules
Three Shiny apps are provided that introduce Harvest Control Rules (HCR) for fisheries management. ...
Download / Learn more Package Citations See dependency  
murphydiagram  
Murphy Diagrams for Forecast Comparisons
Data and code for the paper by Ehm, Gneiting, Jordan and Krueger ('Of Quantiles and Expectiles: Con ...
Download / Learn more Package Citations See dependency  
phers  
Calculate Phenotype Risk Scores
Use phenotype risk scores based on linked clinical and genetic data to study Mendelian disease and ...
Download / Learn more Package Citations See dependency  
shinybusy  
Busy Indicators and Notifications for 'Shiny' Applications
Add indicators (spinner, progress bar, gif) in your 'shiny' applications to show the user that the ...
Download / Learn more Package Citations See dependency  
golem  
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains ...
Download / Learn more Package Citations See dependency  
crplyr  
A 'dplyr' Interface for Crunch
In order to facilitate analysis of datasets hosted on the Crunch data platform ...
Download / Learn more Package Citations See dependency  

27,268

R Packages

233,548

Dependencies

72,590

Author Associations

27,205

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA