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
HGMND
View on CRAN: Click
here
Download and install HGMND package within the R console
Install from CRAN:
install.packages("HGMND")
Install from Github:
library("remotes")
install_github("cran/HGMND")
Install by package version:
library("remotes")
install_version("HGMND", "0.1.0")
Attach the package and use:
library("HGMND")
Maintained by
Jiaqi Zhang
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-19
Latest Update: 2021-04-19
Description:
Graphical model is an informative and powerful tool to explore the conditional dependence relationships among variables. The traditional Gaussian graphical model and its extensions either have a Gaussian assumption on the data distribution or assume the data are homogeneous. However, there are data with complex distributions violating these two assumptions. For example, the air pollutant concentration records are non-negative and, hence, non-Gaussian. Moreover, due to climate changes, distributions of these concentration records in different months of a year can be far different, which means it is uncertain whether datasets from different months are homogeneous. Methods with a Gaussian or homogeneous assumption may incorrectly model the conditional dependence relationships among variables. Therefore, we propose a heterogeneous graphical model for non-negative data (HGMND) to simultaneously cluster multiple datasets and estimate the conditional dependence matrix of variables from a non-Gaussian and non-negative exponential family in each cluster.
How to cite:
Jiaqi Zhang (2021). HGMND: Heterogeneous Graphical Model for Non-Negative Data. R package version 0.1.0, https://cran.r-project.org/web/packages/HGMND. Accessed 03 Feb. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited HGMND R package
View HGMND citation profile
Other R packages that HGMND depends,
imports, suggests or enhances
Complete documentation for HGMND
Functions, R codes and Examples using
the HGMND R package
Some associated functions: HGMND . HGMND_SimuData . getCluster .
Some associated R codes: HGMND.R . getCluster.R . Full HGMND 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
sgof
Seven different methods for multiple testing problems. The SGoF-type methods (see for example, Carva ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Irene Castro Conde (view profile)
SMR
Computes the studentized midrange distribution (pdf, cdf and quantile) and generates random numbers. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Daniel Furtado Ferreira (view profile)
HGMND
Graphical model is an informative and powerful tool to explore the conditional dependence relationsh ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jiaqi Zhang (view profile)
metaboData
Data sets from a variety of biological sample matrices,
analysed using a number of mass spectrometr ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jasen Finch (view profile)
cmce
Implements the Bayesian calibration model described
in Pratola and Chkrebtii (2018) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Matthew T. Pratola (view profile)
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)