Other packages > Find by keyword >

EzGP  

Easy-to-Interpret Gaussian Process Models for Computer Experiments
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("EzGP", "0.1.0")



Attach the package and use:
library("EzGP")
Maintained by
Jiayi Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-07-06
Latest Update: 2023-07-06
Description:
Fit model for datasets with easy-to-interpret Gaussian process modeling, predict responses for new inputs. The input variables of the datasets can be quantitative, qualitative/categorical or mixed. The output variable of the datasets is a scalar (quantitative). The optimization of the likelihood function can be chosen by the users (see the documentation of EzGP_fit()). The modeling method is published in "EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments with Both Quantitative and Qualitative Factors" by Qian Xiao, Abhyuday Mandal, C. Devon Lin, and Xinwei Deng (2022) .
How to cite:
Jiayi Li (2023). EzGP: Easy-to-Interpret Gaussian Process Models for Computer Experiments. R package version 0.1.0, https://cran.r-project.org/web/packages/EzGP. Accessed 17 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited EzGP R package
View EzGP citation profile
Other R packages that EzGP depends, imports, suggests or enhances
Complete documentation for EzGP
Functions, R codes and Examples using the EzGP R package
Full EzGP package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

alabama  
Constrained Nonlinear Optimization
Augmented Lagrangian Adaptive Barrier Minimization Algorithm for optimizing smooth nonlinear object ...
Download / Learn more Package Citations See dependency  
VFS  
Vegetated Filter Strip and Erosion Model
Empirical models for runoff, erosion, and phosphorus loss across a vegetated filter strip, given sl ...
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  
FastKNN  
Fast k-Nearest Neighbors
Compute labels for a test set according to the k-Nearest Neighbors classification. This is a fast wa ...
Download / Learn more Package Citations See dependency  
rt.test  
Robustified t-Test
Performs one-sample t-test based on robustified statistics using median/MAD (TA) and Hodges-Lehmann/ ...
Download / Learn more Package Citations See dependency  
VEwaningVariant  
Vaccine Efficacy Over Time - Variant Aware
Implements methods for inference on potential waning of vaccine efficacy and for estimation of vacci ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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