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
EMMIXmfa
View on CRAN: Click
here
Download and install EMMIXmfa package within the R console
Install from CRAN:
install.packages("EMMIXmfa")
Install from Github:
library("remotes")
install_github("cran/EMMIXmfa")
Install by package version:
library("remotes")
install_version("EMMIXmfa", "2.0.14")
Attach the package and use:
library("EMMIXmfa")
Maintained by
Suren Rathnayake
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2018-10-19
Latest Update: 2019-12-16
Description:
We provide functions to fit finite mixtures of multivariate normal or t-distributions to
data with various factor analytic structures adopted for the covariance/scale matrices. The
factor analytic structures available include mixtures of factor analyzers and mixtures of common
factor analyzers. The latter approach is so termed because the matrix of factor loadings is
common to components before the component-specific rotation of the component factors to
make them white noise. Note that the component-factor loadings are not common after
this rotation. Maximum likelihood estimators of model parameters are obtained via the
Expectation-Maximization algorithm. See descriptions of the algorithms used in
McLachlan GJ, Peel D (2000)
McLachlan GJ, Peel D (2000)
McLachlan GJ, Peel D, Bean RW (2003)
McLachlan GJ, Bean RW, Ben-Tovim Jones L (2007)
Baek J, McLachlan GJ, Flack LK (2010)
Baek J, McLachlan GJ (2011)
McLachlan GJ, Baek J, Rathnayake SI (2011) .
How to cite:
Suren Rathnayake (2018). EMMIXmfa: Mixture Models with Component-Wise Factor Analyzers. R package version 2.0.14, https://cran.r-project.org/web/packages/EMMIXmfa. Accessed 03 Dec. 2024.
Other packages that cited EMMIXmfa R package
View EMMIXmfa citation profile
Other R packages that EMMIXmfa depends,
imports, suggests or enhances
Complete documentation for EMMIXmfa
Functions, R codes and Examples using
the EMMIXmfa R package
Some associated functions: EMMIXmfa-package . ari . factor_scores . gmf . mcfa . mfa . minmis . plot_factors . predict . print . rmix .
Some associated R codes: check_para.R . est_mcfa.R . est_mctfa.R . est_mfa.R . est_mtfa.R . factor_scores.R . factor_scores_mcfa.R . factor_scores_mctfa.R . factor_scores_mfa.R . factor_scores_mtfa.R . gmf.R . init_est_para_mcfa.R . init_est_para_mfa.R . is_valid_args_mcfa.R . is_valid_args_mfa.R . logL_mcfa.R . logL_tau_mctfa.R . logL_tau_mfa.R . logL_tau_mtfa.R . mcfa.R . mctfa.R . mfa.R . misc.R . mstep_mcfa.R . mstep_mctfa.R . mstep_mfa.R . mstep_mtfa.R . mtfa.R . plot_factors.R . predict.R . print.R . rmix.R . tau_mcfa.R . tau_mctfa.R . tau_mfa.R . tau_mtfa.R . Full EMMIXmfa 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
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)
donut
Finds the k nearest neighbours in a dataset of specified points,
adding the option to wrap certain ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paul J. Northrop (view profile)
telemac
An R interface to the TELEMAC suite for modelling
of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tobias Pilz (view profile)
EDOtrans
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jorn Lotsch (view profile)
FSInteract
Performs fast detection of interactions in large-scale data using the
method of random intersection ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Rajen D. Shah (view profile)
CRANsearcher
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Agustin Calatroni (view profile)