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
EMSNM
View on CRAN: Click
here
Download and install EMSNM package within the R console
Install from CRAN:
install.packages("EMSNM")
Install from Github:
library("remotes")
install_github("cran/EMSNM") Install by package version:
library("remotes")
install_version("EMSNM", "1.0") Attach the package and use:
library("EMSNM")
Maintained by
Linsui Deng
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-25
Latest Update: 2019-04-25
Description:
It provides a method based on EM algorithm to estimate the parameter of a mixture model, Sigmoid-Normal Model, where the samples come from several normal distributions (also call them subgroups) whose mean is determined by co-variable Z and coefficient alpha while the variance are homogeneous. Meanwhile, the subgroup each item belongs to is determined by co-variables X and coefficient eta through Sigmoid link function which is the extension of Logistic Link function. It uses bootstrap to estimate the standard error of parameters. When sample is indeed separable, removing estimation with abnormal sigma, the estimation of alpha is quite well. I used this method to explore the subgroup structure of HIV patients and it can be used in other domains where exists subgroup structure.
How to cite:
Linsui Deng (2019). EMSNM: EM Algorithm for Sigmoid Normal Model. R package version 1.0, https://cran.r-project.org/web/packages/EMSNM. Accessed 30 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited EMSNM R package
View EMSNM citation profile
Other R packages that EMSNM depends,
imports, suggests or enhances
Complete documentation for EMSNM
Functions, R codes and Examples using
the EMSNM R package
Some associated functions: Ccompute . EMSNM-package . EM_parameter_sd . EM_result_sort . EMalgorithm . EMbootstrap . EMsimulation . Ggenerate . Wgenerate . fnorm . softmax . standard . update_eta . update_gamma . weight_matrix .
Some associated R codes: Ccompute.R . EM_parameter_sd.R . EM_result_sort.R . EMalgorithm.R . EMbootstrap.R . EMsimulation.R . Ggenerate.R . Wgenerate.R . fnorm.R . softmax.R . standard.R . update_eta.R . update_gamma.R . weight_matrix.R . Full EMSNM package functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
CVrisk
Calculate various cardiovascular disease risk scores from the
Framingham Heart Study (FHS), the Ame ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Victor Castro (view profile)
GLMsData
Data sets from the book Generalized Linear Models with Examples in R by Dunn and Smyth. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Peter K. Dunn (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)
RiemBase
We provide a number of algorithms to estimate fundamental statistics including Fr ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Kisung You (view profile)
29,218
R Packages
247,686
Dependencies
77,281
Author Associations
29,219
Publication Badges
