Other packages > Find by keyword >

GPBayes  

Tools for Gaussian Process Modeling in Uncertainty Quantification
View on CRAN: Click here


Download and install GPBayes package within the R console
Install from CRAN:
install.packages("GPBayes")

Install from Github:
library("remotes")
install_github("cran/GPBayes")

Install by package version:
library("remotes")
install_version("GPBayes", "0.1.0-6")



Attach the package and use:
library("GPBayes")
Maintained by
Pulong Ma
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-09-13
Latest Update: 2024-04-25
Description:
Gaussian processes ('GPs') have been widely used to model spatial data, 'spatio'-temporal data, and computer experiments in diverse areas of statistics including spatial statistics, 'spatio'-temporal statistics, uncertainty quantification, and machine learning. This package creates basic tools for fitting and prediction based on 'GPs' with spatial data, 'spatio'-temporal data, and computer experiments. Key characteristics for this GP tool include: (1) the comprehensive implementation of various covariance functions including the 'Mat
How to cite:
Pulong Ma (2021). GPBayes: Tools for Gaussian Process Modeling in Uncertainty Quantification. R package version 0.1.0-6, https://cran.r-project.org/web/packages/GPBayes. Accessed 07 Mar. 2026.
Previous versions and publish date:
0.1.0-2.1 (2021-10-08 07:20), 0.1.0-2 (2021-09-13 13:20), 0.1.0-3 (2021-12-03 06:30), 0.1.0-4 (2022-08-06 08:00), 0.1.0-5.1 (2023-02-01 12:20), 0.1.0-5 (2023-01-12 20:20)
Other packages that cited GPBayes R package
View GPBayes citation profile
Other R packages that GPBayes depends, imports, suggests or enhances
Complete documentation for GPBayes
Functions, R codes and Examples using the GPBayes R package
Some associated functions: BesselK . CH . GPBayes-package . GaSP . HypergU . cauchy . cor.to.par . deriv_kernel . distance . gp-class . gp-method . gp.fisher . gp.get.mcmc . gp.mcmc . gp.model.adequacy . gp . gp.optim . gp.predict . gp.sim . ikernel . kernel . loglik . matern . powexp . 
Some associated R codes: AllClass.R . GaSPUtils.R . RcppExports.R . startup.R . utils.R .  Full GPBayes package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

momentfit  
Methods of Moments
Several classes for moment-based models are defined. The classes are defined for moment conditions d ...
Download / Learn more Package Citations See dependency  
prepdat  
Preparing Experimental Data for Statistical Analysis
Prepares data for statistical analysis (e.g., analysis of variance ;ANOVA) by enabling the user to ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
factoextra  
Extract and Visualize the Results of Multivariate Data Analyses
Provides some easy-to-use functions to extract and visualize the output of multivariate data analys ...
Download / Learn more Package Citations See dependency  
RobPer  
Robust Periodogram and Periodicity Detection Methods
Calculates periodograms based on (robustly) fitting periodic functions to light curves (irregularly ...
Download / Learn more Package Citations See dependency  
didrooRFM  
Compute Recency Frequency Monetary Scores for your Customer Data
This hosts the findRFM function which generates RFM scores on a 1-5 point scale for customer transa ...
Download / Learn more Package Citations See dependency  

26,270

R Packages

223,360

Dependencies

70,376

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA