Other packages > Find by keyword >

mvnimpute  

Simultaneously Impute the Missing and Censored Values
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("mvnimpute", "1.0.1")



Attach the package and use:
library("mvnimpute")
Maintained by
Hesen Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-23
Latest Update: 2022-07-06
Description:
Implementing a multiple imputation algorithm for multivariate data with missing and censored values under a coarsening at random assumption (Heitjan and Rubin, 1991). The multiple imputation algorithm is based on the data augmentation algorithm proposed by Tanner and Wong (1987). The Gibbs sampling algorithm is adopted to to update the model parameters and draw imputations of the coarse data.
How to cite:
Hesen Li (2022). mvnimpute: Simultaneously Impute the Missing and Censored Values. R package version 1.0.1, https://cran.r-project.org/web/packages/mvnimpute. Accessed 03 Dec. 2024.
Previous versions and publish date:
1.0.0 (2022-06-23 07:50)
Other packages that cited mvnimpute R package
View mvnimpute citation profile
Other R packages that mvnimpute depends, imports, suggests or enhances
Complete documentation for mvnimpute
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

FSInteract  
Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection ...
Download / Learn more Package Citations See dependency  
donut  
Nearest Neighbour Search with Variables on a Torus
Finds the k nearest neighbours in a dataset of specified points, adding the option to wrap certain ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
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  
CRANsearcher  
RStudio Addin for Searching Packages in CRAN Database Based on Keywords
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency  
telemac  
R Interface to the TELEMAC Model Suite
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  

23,310

R Packages

200,798

Dependencies

63,203

Author Associations

23,278

Publication Badges

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