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", "2.0.7")



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: 2023-08-29
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 2.0.7, https://cran.r-project.org/web/packages/GeoModels. Accessed 21 Nov. 2024.
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)
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

kgschart  
KGS Rank Graph Parser
Restore underlining numeric data from rating history graph of KGS (an online platform of the game o ...
Download / Learn more Package Citations See dependency  
pkgdepends  
Package Dependency Resolution and Downloads
Find recursive dependencies of 'R' packages from various sources. Solve the dependencies to obtain ...
Download / Learn more Package Citations See dependency  
RcppHNSW  
'Rcpp' Bindings for 'hnswlib', a Library for Approximate Nearest Neighbors
'Hnswlib' is a C++ library for Approximate Nearest Neighbors. This package provides a minimal R int ...
Download / Learn more Package Citations See dependency  
crossrun  
Joint Distribution of Number of Crossings and Longest Run
Joint distribution of number of crossings and the longest run in a series of independent Bernoulli ...
Download / Learn more Package Citations See dependency  
deductive  
Data Correction and Imputation Using Deductive Methods
Attempt to repair inconsistencies and missing values in data records by using information from vali ...
Download / Learn more Package Citations See dependency  
SCBiclust  
Identifies Mean, Variance, and Hierarchically Clustered Biclusters
Identifies a bicluster, a submatrix of the data such that the features and observations within the s ...
Download / Learn more Package Citations See dependency  

23,229

R Packages

199,929

Dependencies

62,984

Author Associations

23,230

Publication Badges

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