Package: pguIMP
Title: Visually Guided Preprocessing of Bioanalytical Laboratory Data
Version: 0.1.1
Authors@R: c(
    person(given = "Sebastian",
           family = "Malkusch",
           role = c("aut"),
           email = "",
           comment = c(ORCID = "0000-0001-6766-140X")),
    person(given = "Jorn",
           family = "Lotsch",
           role = c("aut", "cre"),
           email = "j.lotsch@em.uni-frankfurt.de",
           comment = c(ORCID = "0000-0002-5818-6958")))
Maintainer: Jorn Lotsch <j.lotsch@em.uni-frankfurt.de>
Description: 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) <doi:10.1002/psp4.12704>.
License: GPL (>= 3)
Encoding: UTF-8
URL: https://github.com/JornLotsch/pguIMP
BugReports: https://github.com/JornLotsch/pguIMP/issues
Imports: R6 (>= 2.4.1), 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
Collate: 'dLogLikelihood.R' 'importDataSet.R' 'normalDistribution.R'
        'pguCorrValidator.R' 'pguCorrelator.R' 'pguDMwR.R' 'pguFile.R'
        'pguData.R' 'pguFilter.R' 'pguLimitsOfQuantification.R'
        'pguImporter.R' 'pguStatus.R' 'pguReporter.R' 'pguExporter.R'
        'pguValidator.R' 'pguImputation.R' 'pguOutlierDetection.R'
        'pguOutliers.R' 'pguMissingsCharacterizer.R' 'pguMissings.R'
        'pguNormalizer.R' 'sLogLikelihood.R' 'pguNormDist.R'
        'pguModel.R' 'pguTransformator.R' 'pguOptimizer.R'
        'pguExplorer.R' 'pguDelegate.R' 'transposeTibble.R' 'pguIMP.R'
        'pguRegressor.R'
Suggests: knitr, devtools, ellipsis (>= 0.3.2), roxygen2
NeedsCompilation: no
RoxygenNote: 7.3.3
Packaged: 2026-02-18 06:23:40 UTC; joern
Author: Sebastian Malkusch [aut] (ORCID:
    <https://orcid.org/0000-0001-6766-140X>),
  Jorn Lotsch [aut, cre] (ORCID: <https://orcid.org/0000-0002-5818-6958>)
Repository: CRAN
Date/Publication: 2026-02-20 10:40:26 UTC
Built: R 4.5.3; ; 2026-03-28 22:05:02 UTC; windows
