recipe r-imputelcmd

The package contains 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.



GPL3 / GPL (>= 2)



package r-imputelcmd

(downloads) docker_r-imputelcmd



Required By


With an activated Bioconda channel (see 2. Set up channels), install with:

conda install r-imputelcmd

and update with:

conda update r-imputelcmd

or use the docker container:

docker pull<tag>

(see r-imputelcmd/tags for valid values for <tag>)