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", "2.2.3")
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: 2024-02-26
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 2.2.3, https://cran.r-project.org/web/packages/FRK
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)
Other packages that cited FRK R package
View FRK citation profile
Other R packages that FRK depends,
imports, suggests or enhances
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
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
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)
steepness
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Leiva (view profile)
critpath
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Adam Kucharski (view profile)
rdbnomics
R access to hundreds of millions data series from DBnomics API
(). ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sebastien Galais (view profile)
mistral
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bertrand Iooss (view profile)
ftaproxim
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Hossein Haghbin (view profile)
22,114
R Packages
188,080
Dependencies
55,244
Author Associations
22,115
Publication Badges
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns