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

Serena G. Liao&, Yan Lin&, Dongwan Kang, Naftali Kaminski, Frank C. Sciurba, George C. Tseng. (2014)
Missing value imputation in high-dimensional phenomic data: Imputable or not? And how?.
In preparation.