Other packages > Find by keyword >

MixtureMissing  

Robust and Flexible Model-Based Clustering for Data Sets with Missing Values at Random
View on CRAN: Click here


Download and install MixtureMissing package within the R console
Install from CRAN:
install.packages("MixtureMissing")

Install from Github:
library("remotes")
install_github("cran/MixtureMissing")

Install by package version:
library("remotes")
install_version("MixtureMissing", "3.0.3")



Attach the package and use:
library("MixtureMissing")
Maintained by
Hung Tong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-10-20
Latest Update: 2024-01-17
Description:
Implementations of various robust and flexible model-based clustering methods for data sets with missing values at random. Two main models are: Multivariate Contaminated Normal Mixture (MCNM, Tong and Tortora, 2022, ) and Multivariate Generalized Hyperbolic Mixture (MGHM, Wei et al., 2019, ). Mixtures via some special or limiting cases of the multivariate generalized hyperbolic distribution are also included: Normal-Inverse Gaussian, Symmetric Normal-Inverse Gaussian, Skew-Cauchy, Cauchy, Skew-t, Student's t, Normal, Symmetric Generalized Hyperbolic, Hyperbolic Univariate Marginals, Hyperbolic, and Symmetric Hyperbolic.
How to cite:
Hung Tong (2021). MixtureMissing: Robust and Flexible Model-Based Clustering for Data Sets with Missing Values at Random. R package version 3.0.3, https://cran.r-project.org/web/packages/MixtureMissing. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2021-10-20 08:40), 1.0.1 (2022-01-28 21:40), 1.0.2 (2022-01-31 00:00), 2.0.0 (2023-04-14 00:40), 3.0.0 (2023-12-15 22:50), 3.0.1 (2024-01-17 18:52), 3.0.2 (2024-03-19 23:10)
Other packages that cited MixtureMissing R package
View MixtureMissing citation profile
Other R packages that MixtureMissing depends, imports, suggests or enhances
Complete documentation for MixtureMissing
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

tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
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  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA