Other packages > Find by keyword >

bhetGP  

Bayesian Heteroskedastic Gaussian Processes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bhetGP", "1.0.1")



Attach the package and use:
library("bhetGP")
Maintained by
Parul V. Patil
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-07-14
Latest Update: 2025-07-18
Description:
Performs Bayesian posterior inference for heteroskedastic Gaussian processes. Models are trained through MCMC including elliptical slice sampling (ESS) of latent noise processes and Metropolis-Hastings sampling of kernel hyperparameters. Replicates are handled efficientyly through a Woodbury formulation of the joint likelihood for the mean and noise process (Binois, M., Gramacy, R., Ludkovski, M. (2018) <doi:10.1080/10618600.2018.1458625>) For large data, Vecchia-approximation for faster computation is leveraged (Sauer, A., Cooper, A., and Gramacy, R., (2023), <doi:10.1080/10618600.2022.2129662>). Incorporates 'OpenMP' and SNOW parallelization and utilizes 'C'/'C++' under the hood.
How to cite:
Parul V. Patil (2025). bhetGP: Bayesian Heteroskedastic Gaussian Processes. R package version 1.0.1, https://cran.r-project.org/web/packages/bhetGP. Accessed 14 Mar. 2026.
Previous versions and publish date:
1.0.1 (2025-07-19 00:50), 1.0 (2025-07-14 19:20)
Other packages that cited bhetGP R package
View bhetGP citation profile
Other R packages that bhetGP depends, imports, suggests or enhances
Complete documentation for bhetGP
Functions, R codes and Examples using the bhetGP R package
Full bhetGP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

zoltr  
Interface to the 'Zoltar' Forecast Repository API
'Zoltar' <https://www.zoltardata.com/> ...
Download / Learn more Package Citations See dependency  
spatstat.Knet  
Extension to 'spatstat' for Large Datasets on a Linear Network
Extension to the 'spatstat' family of packages, for analysing large datasets of spatial points on ...
Download / Learn more Package Citations See dependency  
bioC.logs  
BioConductor Package Downloads Stats
Download stats reported from the BioConductor.org stats website. ...
Download / Learn more Package Citations See dependency  
prodigenr  
Research Project Directory Generator
Create a project directory structure, along with typical files for that project. This allows proje ...
Download / Learn more Package Citations See dependency  
serpstatr  
'Serpstat' API Wrapper
The primary goal of 'Serpstat' API is to reduce manual SEO (search engi ...
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  

26,352

R Packages

225,784

Dependencies

70,526

Author Associations

26,294

Publication Badges

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