Other packages > Find by keyword >

CensMFM  

Finite Mixture of Multivariate Censored/Missing Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("CensMFM", "3.1")



Attach the package and use:
library("CensMFM")
Maintained by
Francisco H. C. de Alencar
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-16
Latest Update: 2024-05-14
Description:
It fits finite mixture models for censored or/and missing data using several multivariate distributions. Point estimation and asymptotic inference (via empirical information matrix) are offered as well as censored data generation. Pairwise scatter and contour plots can be generated. Possible multivariate distributions are the well-known normal, Student-t and skew-normal distributions. This package is an complement of Lachos, V. H., Moreno, E. J. L., Chen, K. & Cabral, C. R. B. (2017) for the multivariate skew-normal case.
How to cite:
Francisco H. C. de Alencar (2019). CensMFM: Finite Mixture of Multivariate Censored/Missing Data. R package version 3.1, https://cran.r-project.org/web/packages/CensMFM. Accessed 15 Jul. 2026.
Previous versions and publish date:
1.4 (2019-10-16 13:50), 1.5 (2019-10-23 22:10), 2.0 (2020-01-18 06:10), 2.11 (2020-05-02 16:20), 3.0 (2023-01-30 15:00), (2026-07-09 08:00)
Other packages that cited CensMFM R package
View CensMFM citation profile
Other R packages that CensMFM depends, imports, suggests or enhances
Complete documentation for CensMFM
Functions, R codes and Examples using the CensMFM R package
Some associated functions: CensMFM-package . fit.FMMSNC . rMMSN.contour . rMMSN . rMSN . 
Some associated R codes: AUX_prob_opt.R . AUX_tlrmvnmvt_adapter.R . EM.MSNC.R . USER_fit.FMMSNC.R . USER_rMMSN.R . USER_rMMSN.contour.R . USER_rMSN.R . functions.fm.MSNC.R . generating_aux.R . im.new.R .  Full CensMFM package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
SECFISH  
Disaggregate Variable Costs
These functions were developed within SECFISH project (Strengthening regional cooperation in the are ...
Download / Learn more Package Citations See dependency  
PermAlgo  
Permutational Algorithm to Simulate Survival Data
This version of the permutational algorithm generates a dataset in which event and censoring times ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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