Other packages > Find by keyword >

imputeLCMD  

A Collection of Methods for Left-Censored Missing Data Imputation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("imputeLCMD", "2.1")



Attach the package and use:
library("imputeLCMD")
Maintained by
Samuel Wieczorek
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-07-13
Latest Update: 2022-06-10
Description:
A collection of functions for left-censored missing data imputation. Left-censoring is a special case of missing not at random (MNAR) mechanism that generates non-responses in proteomics experiments. The package also contains functions to artificially generate peptide/protein expression data (log-transformed) as random draws from a multivariate Gaussian distribution as well as a function to generate missing data (both randomly and non-randomly). For comparison reasons, the package also contains several wrapper functions for the imputation of non-responses that are missing at random. * New functionality has been added: a hybrid method that allows the imputation of missing values in a more complex scenario where the missing data are both MAR and MNAR.
How to cite:
Samuel Wieczorek (2014). imputeLCMD: A Collection of Methods for Left-Censored Missing Data Imputation. R package version 2.1, https://cran.r-project.org/web/packages/imputeLCMD. Accessed 06 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:49), 1.0 (2014-07-13 00:40), 2.0 (2015-01-19 07:09)
Other packages that cited imputeLCMD R package
View imputeLCMD citation profile
Other R packages that imputeLCMD depends, imports, suggests or enhances
Complete documentation for imputeLCMD
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gRim  
Graphical Interaction Models
Provides the following types of models: Models for contingency tables (i.e. log-linear models) Grap ...
Download / Learn more Package Citations See dependency  
gecko  
Geographical Ecology and Conservation Knowledge Online
Includes a collection of geographical analysis functions aimed primarily at ecology and conservation ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

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