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
:: SCREENSHOTS
N/A
:: REQUIREMENTS
- Windows/Linux/MacOsx
- R Package
:: DOWNLOAD
:: 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.