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
NAC
View on CRAN: Click
here
Download and install NAC package within the R console
Install from CRAN:
install.packages("NAC")
Install from Github:
library("remotes")
install_github("cran/NAC")
Install by package version:
library("remotes")
install_version("NAC", "0.1.0")
Attach the package and use:
library("NAC")
Maintained by
Yaofang Hu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-12-04
Latest Update: 2023-12-04
Description:
Incorporating node-level covariates for community detection has gained increasing attention these years. This package provides the function for implementing the novel community detection algorithm known as Network-Adjusted Covariates for Community Detection (NAC), which is designed to detect latent community structure in graphs with node-level information, i.e., covariates. This algorithm can handle models such as the degree-corrected stochastic block model (DCSBM) with covariates. NAC specifically addresses the discrepancy between the community structure inferred from the adjacency information and the community structure inferred from the covariates information. For more detailed information, please refer to the reference paper: Yaofang Hu and Wanjie Wang (2023) . In addition to NAC, this package includes several other existing community detection algorithms that are compared to NAC in the reference paper. These algorithms are Spectral Clustering On Ratios-of Eigenvectors (SCORE), network-based regularized spectral clustering (Net-based), covariate-based spectral clustering (Cov-based), covariate-assisted spectral clustering (CAclustering) and semidefinite programming (SDP).
How to cite:
Yaofang Hu (2023). NAC: Network-Adjusted Covariates for Community Detection. R package version 0.1.0, https://cran.r-project.org/web/packages/NAC. Accessed 09 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited NAC R package
View NAC citation profile
Other R packages that NAC depends,
imports, suggests or enhances
Complete documentation for NAC
Functions, R codes and Examples using
the NAC R package
Full NAC package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
cvmdisc
Implements Cramer-von Mises Statistics for testing fit to (1) fully specified discrete distributions ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Shaun Zheng Sun (view profile)
mmb
Supports Bayesian models with full and partial (hence
arbitrary) dependencies between random variab ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Sebastian Hönel (view profile)
prettyglm
One of the main advantages of using Generalised Linear Models
is their interpretability. The goal ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jared Fowler (view profile)
quickcode
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
MultSurvTests
Multivariate version of the two-sample Gehan and logrank tests, as described in L.J Wei & J.M Lachin ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Lukas Arnroth (view profile)
fisheye
Base maps are transformed to focus on a specific location using an
azimuthal logarithmic distance t ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Timothée Giraud (view profile)
24,012
R Packages
207,311
Dependencies
64,867
Author Associations
24,013
Publication Badges
