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
FRK
View on CRAN: Click
here
Download and install FRK package within the R console
Install from CRAN:
install.packages("FRK")
Install from Github:
library("remotes")
install_github("cran/FRK") Install by package version:
library("remotes")
install_version("FRK", "2.3.2") Attach the package and use:
library("FRK")
Maintained by
Andrew Zammit-Mangion
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-03-07
Latest Update: 2024-07-16
Description:
A tool for spatial/spatio-temporal modelling and prediction with large datasets. The approach models the field, and hence the covariance function, using a set of basis functions. This fixed-rank basis-function representation facilitates the modelling of big data, and the method naturally allows for non-stationary, anisotropic covariance functions. Discretisation of the spatial domain into so-called basic areal units (BAUs) facilitates the use of observations with varying support (i.e., both point-referenced and areal supports, potentially simultaneously), and prediction over arbitrary user-specified regions. `FRK` also supports inference over various manifolds, including the 2D plane and 3D sphere, and it provides helper functions to model, fit, predict, and plot with relative ease. Version 2.0.0 and above also supports the modelling of non-Gaussian data (e.g., Poisson, binomial, negative-binomial, gamma, and inverse-Gaussian) by employing a generalised linear mixed model (GLMM) framework. Zammit-Mangion and Cressie describe `FRK` in a Gaussian setting, and detail its use of basis functions and BAUs, while Sainsbury-Dale, Zammit-Mangion, and Cressie describe `FRK` in a non-Gaussian setting; two vignettes are available that summarise these papers and provide additional examples.
How to cite:
Andrew Zammit-Mangion (2017). FRK: Fixed Rank Kriging. R package version 2.3.2, https://cran.r-project.org/web/packages/FRK. Accessed 07 Jun. 2026.
Previous versions and publish date:
0.1.1 (2017-03-07 13:47), 0.1.2 (2017-04-21 09:46), 0.1.3 (2017-05-05 05:13), 0.1.4 (2017-06-14 07:44), 0.1.5 (2017-08-08 16:37), 0.1.6 (2017-10-13 23:06), 0.1.7 (2018-01-07 23:45), 0.1.8 (2018-01-13 01:10), 0.2.1 (2018-04-13 14:22), 0.2.2.1 (2020-04-01 07:42), 0.2.2 (2018-07-13 19:00), 1.0.0 (2021-02-22 17:20), 2.0.0 (2021-05-28 19:40), 2.0.1 (2021-10-11 10:10), 2.0.2 (2021-11-16 14:00), 2.0.3 (2022-01-10 09:22), 2.0.4 (2022-02-18 09:50), 2.0.5 (2022-03-25 09:10), 2.0.6 (2022-09-01 13:50), 2.1.0 (2022-09-15 11:40), 2.1.2 (2022-12-16 11:30), 2.1.3 (2022-12-20 11:10), 2.1.5 (2023-02-01 11:20), 2.2.0 (2023-10-18 15:30), 2.2.1 (2024-01-09 12:20), 2.2.2 (2024-02-26 15:10), 2.2.3 (2024-04-03 02:15), 2.3.0 (2024-06-17 15:20), 2.3.1 (2024-07-16 10:10)
Other packages that cited FRK R package
View FRK citation profile
Other R packages that FRK depends,
imports, suggests or enhances
Complete documentation for FRK
Functions, R codes and Examples using
the FRK R package
Some associated functions: AIRS_05_2003 . Am_data . BAUs_from_points . Basis-class . Basis . Basis_data.frame . MODIS_cloud_df . NOAA_df_1990 . SRE-class . SRE . SRE.predict . STplane . STsphere . SpatialPolygonsDataFrame_to_df . TensorP . auto_BAUs . auto_basis . combine_basis . df_to_SpatialPolygons . dist-matrix . distance . distances . draw_world . eval_basis . info_fit . initialize-manifold-method . isea3h . local_basis . loglik . manifold-class . manifold . measure-class . nbasis . nres . observed_BAUs . opts_FRK . plane . plot . plot_spatial_or_ST . plotting-themes . real_line . remove_basis . show_basis . sphere . type . worldmap .
Some associated R codes: AllClass.R . AllGeneric.R . FRK.R . FRK_wrapper.R . SRE.R . SREfit.R . SREpredict.R . SREutils.R . SREvalidation.R . basisfns.R . check_args.R . datadoc.R . geometryfns.R . linalgfns.R . misc.R . options.R . plottingfns.R . zzz.R . Full FRK package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
roxygen2
Generate your Rd documentation, 'NAMESPACE' file, and
collation field using specially formatted com ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hadley Wickham (view profile)
gRain
Probability propagation in graphical independence networks, also
known as Bayesian networks or prob ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Søren Højsgaard (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
curtailment
Finds single- and two-arm designs using stochastic curtailment, as described by Law et al. (2022) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Martin Law (view profile)
embryogrowth
Tools to analyze the embryo growth and the sexualisation thermal reaction norms. See ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marc Girondot (view profile)
cesR
Makes accessing and loading the Canadian Election Study (, ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul A. Hodgetts (view profile)
27,372
R Packages
233,548
Dependencies
72,820
Author Associations
27,205
Publication Badges
