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
randnet
View on CRAN: Click
here
Download and install randnet package within the R console
Install from CRAN:
install.packages("randnet")
Install from Github:
library("remotes")
install_github("cran/randnet")
Install by package version:
library("remotes")
install_version("randnet", "0.7")
Attach the package and use:
library("randnet")
Maintained by
Tianxi Li
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-09-17
Latest Update: 2023-05-20
Description:
Model selection and parameter tuning procedures for a class of random network models. The model selection can be done by a general cross-validation framework called ECV from Li et. al. (2016) <doi:10.48550/arXiv.1612.04717> . Several other model-based and task-specific methods are also included, such as NCV from Chen and Lei (2016) <doi:10.48550/arXiv.1411.1715>, likelihood ratio method from Wang and Bickel (2015) <doi:10.48550/arXiv.1502.02069>, spectral methods from Le and Levina (2015) <doi:10.48550/arXiv.1507.00827>. Many network analysis methods are also implemented, such as the regularized spectral clustering (Amini et. al. 2013 <doi:10.1214/13-AOS1138>) and its degree corrected version and graphon neighborhood smoothing (Zhang et. al. 2015 <doi:10.48550/arXiv.1509.08588>). It also includes the consensus clustering of Gao et. al. (2014) <doi:10.48550/arXiv.1410.5837>, the method of moments estimation of nomination SBM of Li et. al. (2020) <doi:10.48550/arXiv.2008.03652>, and the network mixing method of Li and Le (2021) <doi:10.48550/arXiv.2106.02803>. It also includes the informative core-periphery data processing method of Miao and Li (2021) <doi:10.48550/arXiv.2101.06388>. The work to build and improve this package is partially supported by the NSF grants DMS-2015298 and DMS-2015134.
How to cite:
Tianxi Li (2017). randnet: Random Network Model Estimation, Selection and Parameter Tuning. R package version 0.7, https://cran.r-project.org/web/packages/randnet
Previous versions and publish date:
Other packages that cited randnet R package
View randnet citation profile
Other R packages that randnet depends,
imports, suggests or enhances
Functions, R codes and Examples using
the randnet R package
Some associated functions: BHMC.estimate . BlockModel.Gen . ConcensusClust . DCSBM.estimate . ECV.Rank . ECV.block . ECV.nSmooth.lowrank . InformativeCore . LRBIC . LSM.PGD . NCV.select . NMI . NSBM.Gen . NSBM.estimate . RDPG.Gen . RightSC . SBM.estimate . Smooth.Oracle . USVT . nSmooth . network.mixing.Bfold . network.mixing . randnet-package . reg.SP . reg.SSP .
Some associated R codes: RCode.R . Full randnet 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
nextGenShinyApps
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
lgarch
Simulation and estimation of univariate and multivariate log-GARCH models. The main functions of the ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Genaro Sucarrat (view profile)
buildr
Working with reproducible reports or any other similar projects often require to run the script that ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jan Netik (view profile)
Deriv
R-based solution for symbolic differentiation. It admits user-defined function as well as function s ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Serguei Sokol (view profile)
bulletr
Analyze bullet lands using nonparametric methods. We provide a reading routine for x3p files (see &l ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Eric Hare (view profile)
22,086
R Packages
187,731
Dependencies
55,244
Author Associations
22,087
Publication Badges
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns