pguIMP

Visually Guided Preprocessing of Bioanalytical Laboratory Data

Reproducible cleaning of biomedical laboratory data using visualization, error correction, and transformation methods implemented as interactive R notebooks. A detailed description of the methods ca ben found in Malkusch, S., Hahnefeld, L., Gurke, R. and J. Lotsch. (2021) .

Reference manual

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install.packages("pguIMP")

0.1.1 by Jorn Lotsch, 8 months ago

https://github.com/JornLotsch/pguIMP

Report a bug at https://github.com/JornLotsch/pguIMP/issues

Browse source code at https://github.com/cran/pguIMP

Authors: Sebastian Malkusch [aut] (ORCID: , Jorn Lotsch [aut, cre]

Documentation:   PDF Manual  

GPL (>= 3) license

Imports R6, DT, DataVisualizations, dbscan, dplyr, e1071, finalfit, ggplot2, ggthemes, Hmisc, magrittr, MASS, RWeka, VIM, bbmle, grid, gridExtra, mice, nortest, outliers, plotly, psych, purrr, rcompanion, readr, readxl, rlang, rmarkdown, robust, shiny, stats, stringr, tibble, tidyr, tidyselect, tools, writexl

Suggests knitr, devtools, ellipsis, roxygen2

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