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]
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 02 May. 2025.
Previous versions and publish date:
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
04/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/01Downloads for imputeLCMD20406080100120140TrendBars

Today's Hot Picks in Authors and Packages

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  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
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  
contFracR  
Continued Fraction Generators and Evaluators
Converts numbers to continued fractions and back again. A solver for Pell's Equation is provided. T ...
Download / Learn more Package Citations See dependency  
disprofas  
Non-Parametric Dissolution Profile Analysis
Similarity of dissolution profiles is assessed using the similarity factor f2 according to the EMA ...
Download / Learn more Package Citations See dependency  
quotedargs  
A Way of Writing Functions that Quote their Arguments
A facility for writing functions that quote their arguments, may sometimes evaluate them in the env ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

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