R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
HeteroGGM
View on CRAN: Click
here
Download and install HeteroGGM package within the R console
Install from CRAN:
install.packages("HeteroGGM")
Install from Github:
library("remotes")
install_github("cran/HeteroGGM") Install by package version:
library("remotes")
install_version("HeteroGGM", "1.0.1") Attach the package and use:
library("HeteroGGM")
Maintained by
Mingyang Ren
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-11
Latest Update: 2023-10-11
Description:
The goal of this package is to user-friendly realizing Gaussian
graphical model-based heterogeneity analysis.
Recently, several Gaussian graphical model-based heterogeneity
analysis techniques have been developed. A common methodological limitation
is that the number of subgroups is assumed to be known a priori, which
is not realistic. In a very recent study (Ren et al., 2022), a novel approach
based on the penalized fusion technique is developed to fully
data-dependently determine the number and structure of subgroups in
Gaussian graphical model-based heterogeneity analysis. It opens the door for utilizing
the Gaussian graphical model technique in more practical settings. Beyond
Ren et al. (2022), more estimations and functions are added, so
that the package is self-contained and more comprehensive and can
provide ``more direct'' insights to practitioners (with the
visualization function). Reference:
Ren, M., Zhang S., Zhang Q. and Ma S. (2022). Gaussian Graphical
Model-based Heterogeneity Analysis via Penalized Fusion.
Biometrics, 78 (2), 524-535.
How to cite:
Mingyang Ren (2021). HeteroGGM: Gaussian Graphical Model-Based Heterogeneity Analysis. R package version 1.0.1, https://cran.r-project.org/web/packages/HeteroGGM. Accessed 15 Jul. 2026.
Previous versions and publish date:
Other packages that cited HeteroGGM R package
View HeteroGGM citation profile
Other R packages that HeteroGGM depends,
imports, suggests or enhances
Complete documentation for HeteroGGM
Functions, R codes and Examples using
the HeteroGGM R package
Some associated functions: FGGM . FGGM.refit . GGMPF . PGGMBC . example.data . genelambdao . linked_node_names . plot_network . summary_network .
Some associated R codes: AMA_XI.R . BIC.R . FGGM.R . FGGM.refit.R . GGMPF.R . MCP_soft.R . PGGMBC.R . SCAD_d.R . SCAD_soft.R . S_soft.R . Symmetrize.R . Update_Theta.R . cut_diff_ama.R . edge_index.R . example.data.R . f.den.vec.R . genelambdao.R . initialize_fuc.R . initialize_fuc.dbscan.R . lasso_d.R . lasso_soft.R . link_edge_names.R . mcp_d.R . plot_network.R . summary_network.R . Full HeteroGGM package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
gamlss.add
Interface for extra smooth functions including tensor products,
neural networks and decision trees. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Mikis Stasinopoulos (view profile)
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
PermAlgo
This version of the permutational algorithm generates a
dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Marie-Pierre Sylvestre (view profile)
SECFISH
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Isabella Bitetto (view profile)
gscaLCA
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Seohee Park (view profile)
footBayes
This is the first package allowing for the estimation,
visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Leonardo Egidi (view profile)
27,806
R Packages
239,283
Dependencies
73,837
Author Associations
27,807
Publication Badges
