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
JointNets
View on CRAN: Click
here
Download and install JointNets package within the R console
Install from CRAN:
install.packages("JointNets")
Install from Github:
library("remotes")
install_github("cran/JointNets") Install by package version:
library("remotes")
install_version("JointNets", "2.0.1") Attach the package and use:
library("JointNets")
Maintained by
Arshdeep Sekhon
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-12-25
Latest Update:
Description:
An end-to-end package for learning multiple sparse Gaussian graphical models and nonparanormal models from Heterogeneous Data with Additional Knowledge. It is able to simulate multiple related graphs as well as produce samples drawn from them. Multiple state-of-the-art sparse Gaussian graphical model estimators are included to both multiple and difference estimation. Graph visualization is available in 2D as well as 3D designed specifically for brain. Moreover a set of evaluation metrics are integrated for easy exploration with model validity. Finally classification using graphical model is achieved with Quadratic Discriminant Analysis. The package comes with multiple demos with datasets from various fields. Methods references SIMULE Wang B et al. 2017 doi10.1007s10994-017-5635-7 WSIMULE Singh C et al. 2017 arXiv1709.04090v2 DIFFEE Wang B et al. 2018 arXiv1710.11223 JEEK Wang B et al. 2018 arXiv1806.00548 JGLDanaher P et al. 2012 arXiv1111.0324 and kdiffnet Sekhon A et al preprint for publication.
How to cite:
Arshdeep Sekhon (2018). JointNets: End-to-End Sparse Gaussian Graphical Model Simulation,
Estimation, Visualization, Evaluation and Application. R package version 2.0.1, https://cran.r-project.org/web/packages/JointNets. Accessed 26 Jun. 2026.
Previous versions and publish date:
Other packages that cited JointNets R package
View JointNets citation profile
Other R packages that JointNets depends,
imports, suggests or enhances
Functions, R codes and Examples using
the JointNets R package
Full JointNets package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
tactile
Extensions to 'lattice', providing new high-level functions, methods for existing functions, panel f ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Johan Larsson (view profile)
PoisBinOrdNor
Generation of multiple count, binary, ordinal and normal variables simultaneously given the marginal ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Ran Gao (view profile)
colormap
Allows to generate colors from palettes defined in the colormap module of 'Node.js'. (see ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bhaskar Karambelkar (view profile)
poptrend
Functions to estimate and plot smooth or linear population trends, or population indices,
from anim ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jonas Knape (view profile)
infotheo
Implements various measures of information theory based on several entropy estimators. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Patrick E. Meyer (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)
27,535
R Packages
236,180
Dependencies
73,223
Author Associations
27,536
Publication Badges
