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
liGP
View on CRAN: Click
here
Download and install liGP package within the R console
Install from CRAN:
install.packages("liGP")
Install from Github:
library("remotes")
install_github("cran/liGP") Install by package version:
library("remotes")
install_version("liGP", "1.0.1") Attach the package and use:
library("liGP")
Maintained by
D. Austin Cole
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-07-01
Latest Update:
Description:
Performs locally induced approximate GP regression for large computer experiments and spatial datasets following Cole D.A., Christianson, R., Gramacy, R.B. (2021) Statistics and Computing, 31(3), 1-21, . The approximation is based on small local designs combined with a set of inducing points (latent design points) for predictions at particular inputs. Parallelization is supported for generating predictions over an immense out-of-sample testing set. Local optimization of the inducing points design is provided based on variance-based criteria. Inducing point template schemes, including scaling of space-filling designs, are also provided.
How to cite:
D. Austin Cole (2021). liGP: Locally Induced Gaussian Process Regression. R package version 1.0.1, https://cran.r-project.org/web/packages/liGP. Accessed 25 Jun. 2026.
Other packages that cited liGP R package
View liGP citation profile
Other R packages that liGP depends,
imports, suggests or enhances
Functions, R codes and Examples using
the liGP R package
Some associated functions: borehole . build_gauss_measure_ipTemplate . build_ipTemplate . build_neighborhood . calc_IMSE . calc_wIMSE . giGP . herbtooth . liGP.forloop . liGP . liGP_gauss_measure . loiGP . optIP.ALC . optIP.wIMSE . qnormscale . scale_gauss_measure_ipTemplate . scale_ipTemplate .
Some associated R codes: alc.R . liGP.R . loglik.R . template.R . toy_equations.R . wimse.R . Full liGP package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
sitmo
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
Download / Learn more Package Citations See dependency
Maintainer: James Balamuta (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)
airGRiwrm
Semi-distributed Precipitation-Runoff Modelling based on
'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Dorchies (view profile)
edeaR
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Gert Janssenswillen (view profile)
foster
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Martin Queinnec (view profile)
27,535
R Packages
236,180
Dependencies
73,223
Author Associations
27,536
Publication Badges
