R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
SpatialGEV
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]
[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 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:26), 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
Functions, R codes and Examples using
the SpatialGEV R package
Some associated functions: ONsnow . SpatialGEV-package . grid_location . kernel_exp . kernel_matern . matern_pc_prior . print.spatialGEVfit . print.spatialGEVpred . print.spatialGEVsam . r_nll . sim_cond_normal . simulatedData . simulatedData2 . spatialGEV_fit . spatialGEV_predict . spatialGEV_sample . summary.spatialGEVpred . summary.spatialGEVsam .
Some associated R codes: SpatialGEV-package.R . data.R . grid_location.R . kernel_exp.R . kernel_matern.R . matern_pc_prior.R . r_nll.R . sim_cond_normal.R . spatialGEV_fit.R . spatialGEV_predict.R . spatialGEV_sample.R . summary.R . Full SpatialGEV package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
noisyr
Quantifies and removes technical noise from high-throughput
sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ilias Moutsopoulos (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
dcov
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hang Weiqiang (view profile)
kernelPSI
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Lotfi Slim (view profile)
dhReg
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Pranay Gaikwad (view profile)
28,083
R Packages
239,283
Dependencies
74,457
Author Associations
28,084
Publication Badges
