Other packages > Find by keyword >

BayesGP  

Efficient Implementation of Gaussian Process in Bayesian Hierarchical Models
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("BayesGP", "0.1.3")



Attach the package and use:
library("BayesGP")
Maintained by
Ziang Zhang
[Scholar Profile | Author Map]
All associated links for this package
Description:
Implements Bayesian hierarchical models with flexible Gaussian process priors, focusing on Extended Latent Gaussian Models and incorporating various Gaussian process priors for Bayesian smoothing. Computations leverage finite element approximations and adaptive quadrature for efficient inference. Methods are detailed in Zhang, Stringer, Brown, and Stafford (2023) <doi:10.1177/09622802221134172>; Zhang, Stringer, Brown, and Stafford (2024) <doi:10.1080/10618600.2023.2289532>; Zhang, Brown, and Stafford (2023) <doi:10.48550/arXiv.2305.09914>; and Stringer, Brown, and Stafford (2021) <doi:10.1111/biom.13329>.
How to cite:
Ziang Zhang (). BayesGP: Efficient Implementation of Gaussian Process in Bayesian Hierarchical Models. R package version 0.1.3, https://cran.r-project.org/web/packages/BayesGP. Accessed 03 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited BayesGP R package
View BayesGP citation profile
Other R packages that BayesGP depends, imports, suggests or enhances
Complete documentation for BayesGP
Functions, R codes and Examples using the BayesGP R package
Full BayesGP 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

telemac  
R Interface to the TELEMAC Model Suite
An R interface to the TELEMAC suite for modelling of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
CRANsearcher  
RStudio Addin for Searching Packages in CRAN Database Based on Keywords
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
donut  
Nearest Neighbour Search with Variables on a Torus
Finds the k nearest neighbours in a dataset of specified points, adding the option to wrap certain ...
Download / Learn more Package Citations See dependency  
FSInteract  
Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection ...
Download / Learn more Package Citations See dependency  

23,310

R Packages

200,798

Dependencies

63,203

Author Associations

23,311

Publication Badges

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