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 15 Jul. 2026.
Previous versions and publish date:
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
gscaLCA
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Seohee Park (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)
binhf
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Matt Nunes (view profile)
SECFISH
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Isabella Bitetto (view profile)
PermAlgo
This version of the permutational algorithm generates a
dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marie-Pierre Sylvestre (view profile)
gamlss.add
Interface for extra smooth functions including tensor products,
neural networks and decision trees. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mikis Stasinopoulos (view profile)
27,806
R Packages
239,283
Dependencies
73,837
Author Associations
27,807
Publication Badges
