Other packages > Find by keyword >

TAG  

Transformed Additive Gaussian Processes
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("TAG", "0.5.1")



Attach the package and use:
library("TAG")
Maintained by
Li-Hsiang Lin
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-09-27
Latest Update: 2021-06-07
Description:
Implement the transformed additive Gaussian (TAG) process and thetransformed approximately additive Gaussian (TAAG) process proposed in Lin and Joseph (2020) <doi:10.1080/00401706.2019.1665592>. These functions can be used to model deterministic computer experiments, obtain predictions at new inputs, and quantify the uncertainty of the predictions. This research is supported by a U.S. National Science Foundation grant DMS-1712642 and a U.S. Army Research Office grant W911NF-17-1-0007.
How to cite:
Li-Hsiang Lin (2019). TAG: Transformed Additive Gaussian Processes. R package version 0.5.1, https://cran.r-project.org/web/packages/TAG. Accessed 29 Jan. 2025.
Previous versions and publish date:
0.1.0 (2019-09-27 13:10), 0.2.0 (2020-01-09 15:00), 0.2.1 (2020-08-27 14:10)
Other packages that cited TAG R package
View TAG citation profile
Other R packages that TAG depends, imports, suggests or enhances
Complete documentation for TAG
Functions, R codes and Examples using the TAG R package
Some associated functions: Initial.TAG . TAAG . TAG . TAG1step . check.TAAG . loocv.TAAG . plot.TAG . pred.TAAG . pred.TAG . 
Some associated R codes: Check.R . Initial_TAG.R . LOOCV_TAAG.R . RcppExports.R . TAAG.R . TAG.R . TAG1step.R . plot_TAG.R . pred_TAAG.R . pred_TAG.R .  Full TAG 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

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  
InSilicoVA  
Probabilistic Verbal Autopsy Coding with 'InSilicoVA' Algorithm
Computes individual causes of death and population cause-specific mortality fractions using the 'InS ...
Download / Learn more Package Citations See dependency  
rstac  
Client Library for SpatioTemporal Asset Catalog
Provides functions to access, search and download spacetime earth observation data via SpatioTempor ...
Download / Learn more Package Citations See dependency  
munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  
lassoshooting  
L1 Regularized Regression (Lasso) Solver using the Cyclic Coordinate Descent Algorithm aka Lasso Shooting
L1 regularized regression (Lasso) solver using the Cyclic Coordinate Descent algorithm aka Lasso Sh ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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