Other packages > Find by keyword >

SpatialGEV  

Fit Spatial Generalized Extreme Value Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("SpatialGEV", "1.0.1")



Attach the package and use:
library("SpatialGEV")
Maintained by
Meixi Chen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-04-05
Latest Update: 2024-06-09
Description:
Fit latent variable models with the GEV distribution as the data likelihood and the GEV parameters following latent Gaussian processes. The models in this package are built using the template model builder 'TMB' in R, which has the fast ability to integrate out the latent variables using Laplace approximation. This package allows the users to choose in the fit function which GEV parameter(s) is considered as a spatially varying random effect following a Gaussian process, so the users can fit spatial GEV models with different complexities to their dataset without having to write the models in 'TMB' by themselves. This package also offers methods to sample from both fixed and random effects posteriors as well as the posterior predictive distributions at different spatial locations. Methods for fitting this class of models are described in Chen, Ramezan, and Lysy (2021) <doi:10.48550/arXiv.2110.07051>.
How to cite:
Meixi Chen (2022). SpatialGEV: Fit Spatial Generalized Extreme Value Models. R package version 1.0.1, https://cran.r-project.org/web/packages/SpatialGEV. Accessed 25 Jun. 2026.
Previous versions and publish date:
1.0.0 (2022-04-05 11:10)
Other packages that cited SpatialGEV R package
View SpatialGEV citation profile
Other R packages that SpatialGEV depends, imports, suggests or enhances
Complete documentation for SpatialGEV
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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