pguIMP: pguIMP
In pguIMP: 'pguIMP'

Description Usage Details Value Author(s)

Reproducible cleaning of biomedical laboratory data using methods of visualization, error correction and transformation implemented as interactive R-notebooks.

pguIMP()

A graphical data preprocessing toolbox, named “pguIMP”, that includes a fixed sequence of preprocessing steps to enable error-free data preprocessing interactively. By implementing contemporary data processing methods including machine learning-based imputation procedures, the creation of corrected and cleaned bioanalytical datasets is ensured, which preserve data structures such as clusters better than resulting with classical methods.

shiny application object

Sebastian Malkusch, malkusch@med.uni-frankfurt.de

pguIMP documentation built on Sept. 30, 2021, 5:08 p.m.