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
scmix
View on CRAN: Click
here
Download and install scmix package within the R console
Install from CRAN:
install.packages("scmix")
Install from Github:
library("remotes")
install_github("cran/scmix") Install by package version:
library("remotes")
install_version("scmix", "0.1.1") Attach the package and use:
library("scmix")
Maintained by
Aqi Dong
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-08-20
Latest Update: 2026-08-20
Description:
Fits Bayesian sparse conditional (Gaussian) mixture models for model-based clustering. Each mixture component factorizes into a chain of univariate polynomial regressions with per-component, per-equation Bayesian variable selection under a centered Zellner g-prior; the number of clusters is selected within a single run via an overfitted sparse mixture (Dirichlet concentration 1/K). The blocked Gibbs sampler draws the selection sets exactly by enumeration (or by validated single-flip Metropolis-Hastings in higher dimension), is provably well-posed under a documented proper fallback prior, and reports a label-invariant consensus partition (Dahl's least-squares criterion). Companion package to Dong, Liao, and Lee (2026), "Replacing three nested searches with one sweep: a Bayesian treatment of sparse conditional mixture clustering". Multiple-imputation functionality for the same engine is also exposed.
How to cite:
Aqi Dong (2026). scmix: Bayesian Model-Based Clustering with Sparse Conditional Mixture Models. R package version 0.1.1, https://cran.r-project.org/web/packages/scmix. Accessed 24 Oct. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited scmix R package
View scmix citation profile
Other R packages that scmix depends,
imports, suggests or enhances
Complete documentation for scmix
Functions, R codes and Examples using
the scmix R package
Full scmix package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
givitiR
Functions to assess the calibration of logistic regression models with the GiViTI (Gruppo Italiano p ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Giovanni Nattino (view profile)
magicfor
Magic functions to obtain results from for loops. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Koji Makiyama (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)
forecastHybrid
Convenient functions for ensemble forecasts in R combining
approaches from the 'forecast' package. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: David Shaub (view profile)
gemlog
Reads data files from the 'Gem infrasound logger' for analysis and converts to segy format (which is ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jake Anderson (view profile)
climwin
Contains functions to detect and visualise periods of climate
sensitivity (climate windows) for a g ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Liam D. Bailey (view profile)
29,080
R Packages
247,686
Dependencies
77,281
Author Associations
29,081
Publication Badges
