Other packages > Find by keyword >

gmmsslm  

Semi-Supervised Gaussian Mixture Model with a Missing-Data Mechanism
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("gmmsslm", "1.1.6")



Attach the package and use:
library("gmmsslm")
Maintained by
Ziyang Lyu
[Scholar Profile | Author Map]
First Published: 2023-02-16
Latest Update: 2023-10-16
Description:
The algorithm of semi-supervised learning is based on finite Gaussian mixture models and includes a mechanism for handling missing data. It aims to fit a g-class Gaussian mixture model using maximum likelihood. The algorithm treats the labels of unclassified features as missing data, building on the framework introduced by Rubin (1976) for missing data analysis. By taking into account the dependencies in the missing pattern, the algorithm provides more information for determining the optimal classifier, as specified by Bayes' rule.
How to cite:
Ziyang Lyu (2023). gmmsslm: Semi-Supervised Gaussian Mixture Model with a Missing-Data Mechanism. R package version 1.1.6, https://cran.r-project.org/web/packages/gmmsslm. Accessed 05 May. 2025.
Previous versions and publish date:
1.1.1 (2023-02-16 16:30), 1.1.2 (2023-02-26 04:12), 1.1.4 (2023-05-16 07:20), 1.1.5 (2023-10-16 06:30)
Other packages that cited gmmsslm R package
View gmmsslm citation profile
Other R packages that gmmsslm depends, imports, suggests or enhances
Complete documentation for gmmsslm
Downloads during the last 30 days
04/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/04Downloads for gmmsslm0510152025303540455055TrendBars

Today's Hot Picks in Authors and Packages

affinitymatrix  
Estimation of Affinity Matrix
Tools to study sorting patterns in matching markets and to estimate the affinity matrix of both the ...
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  
helloJavaWorld  
Hello Java World
A dummy package to demonstrate how to interface to a jar file that resides inside an R package. ...
Download / Learn more Package Citations See dependency  
aspline  
Spline Regression with Adaptive Knot Selection
Perform one-dimensional spline regression with automatic knot selection. This package uses a penali ...
Download / Learn more Package Citations See dependency  
ClickHouseHTTP  
A Simple HTTP Database Interface to 'ClickHouse'
'ClickHouse' () is an open-source, high performance columnar OLAP (online ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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