phenomeImpute 1.0 – R package to Impute Missing values in large-scale High-dimensional Phenome data

phenomeImpute 1.0

:: DESCRIPTION

phenomeImpute is an R package to impute missing values in large-scale high-dimensional phenome data. It includes several variations of KNN, random forest and MICE methods.

::DEVELOPER

George C. Tseng 

:: SCREENSHOTS

N/A

:: REQUIREMENTS

:: DOWNLOAD

 phenomeImpute

:: MORE INFORMATION

Citation

Liao SG, Lin Y, Kang DD, Chandra D, Bon J, Kaminski N, Sciurba FC, Tseng GC.
Missing value imputation in high-dimensional phenomic data: imputable or not, and how?
BMC Bioinformatics. 2014 Nov 5;15(1):346. doi: 10.1186/s12859-014-0346-6. PMID: 25371041; PMCID: PMC4228077.