Other packages > Find by keyword >

GUEST  

Graphical Models in Ultrahigh-Dimensional and Error-Prone Data via Boosting Algorithm
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("GUEST", "0.2.0")



Attach the package and use:
library("GUEST")
Maintained by
Hui-Shan Tsao
[Scholar Profile | Author Map]
First Published: 2024-05-21
Latest Update: 2024-05-21
Description:
We consider the ultrahigh-dimensional and error-prone data. Our goal aims to estimate the precision matrix and identify the graphical structure of the random variables with measurement error corrected. We further adopt the estimated precision matrix to the linear discriminant function to do classification for multi-label classes.
How to cite:
Hui-Shan Tsao (2024). GUEST: Graphical Models in Ultrahigh-Dimensional and Error-Prone Data via Boosting Algorithm. R package version 0.2.0, https://cran.r-project.org/web/packages/GUEST. Accessed 03 May. 2025.
Previous versions and publish date:
0.1.0 (2024-05-21 15:30)
Other packages that cited GUEST R package
View GUEST citation profile
Other R packages that GUEST depends, imports, suggests or enhances
Complete documentation for GUEST
Functions, R codes and Examples using the GUEST R package
Full GUEST package functions and examples
Downloads during the last 30 days
04/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for GUEST02468101214TrendBars

Today's Hot Picks in Authors and Packages

mlr3fselect  
Feature Selection for 'mlr3'
Feature selection package of the 'mlr3' ecosystem. It selects the optimal feature set for any 'mlr3 ...
Download / Learn more Package Citations See dependency  
grabsampling  
Probability of Detection for Grab Sample Selection
Functions for obtaining the probability of detection, for grab samples selection by using two differ ...
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  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency  
farrell  
Interactive Interface to Data Envelopment Analysis Modeling
Allows the user to execute interactively radial data envelopment analysis models. The user has the a ...
Download / Learn more Package Citations See dependency  
TestDesign  
Optimal Test Design Approach to Fixed and Adaptive Test Construction
Uses the optimal test design approach by Birnbaum (1968, ISBN:9781593119348) and van der Linden (201 ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,312

Author Associations

24,143

Publication Badges

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