Package: DQAstats 0.3.6

Lorenz A. Kapsner

DQAstats: Core Functions for Data Quality Assessment

Perform data quality assessment ('DQA') of electronic health records ('EHR'). Publication: Kapsner et al. (2021) <doi:10.1055/s-0041-1733847>.

Authors:Lorenz A. Kapsner [cre, aut], Jonathan M. Mang [aut], Helene Köster [ctb], MIRACUM - Medical Informatics in Research and Care in University Medicine [fnd], Universitätsklinikum Erlangen [cph]

DQAstats_0.3.6.tar.gz
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DQAstats.pdf |DQAstats.html✨
DQAstats/json (API)

# Install 'DQAstats' in R:
install.packages('DQAstats', repos = c('https://miracum.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/miracum/dqa-dqastats/issues

Uses libs:
  • openjdk– OpenJDK Java runtime, using Hotspot JIT

On CRAN:

data-qualityopenjdk

6.23 score 7 stars 1 packages 4 scripts 652 downloads 23 exports 120 dependencies

Last updated 2 months agofrom:9ee9e594d6. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 05 2025
R-4.5-winOKJan 05 2025
R-4.5-linuxOKJan 05 2025
R-4.4-winOKJan 05 2025
R-4.4-macOKJan 05 2025
R-4.3-winOKJan 05 2025
R-4.3-macOKJan 05 2025

Exports:atemp_plausi_resultscheck_date_restriction_requirementscompletenesscreate_helper_varscreate_pdf_reportdata_loadingdescriptive_resultsdifference_checksdqaetl_checksexport_aggregatedformat_value_conformance_resultsgenerate_datamapget_atemp_plausisis_latex_installedparallelread_mdrreduce_cattest_csvtime_compareuniq_plausi_resultsvalue_conformancevalue_conformance_checks

Dependencies:askpassbackportsbase64encbitbit64blobbslibcachemcheckmatecleaRcliclustercodetoolscolorspaceconfigcpp11crayoncurldata.tableDBIdbplyrdigestDIZtoolsDIZutilsdplyrevaluatefansifarverfastmapfontawesomeforeignFormulafsfuturefuture.applygenericsggplot2globalsglueGPArotationgridExtragtablehighrHmischmshtmlTablehtmltoolshtmlwidgetshttrisobandjquerylibjsonlitekableExtraknitrlabelinglaterlatticelifecyclelistenvloggerlubridatemagrittrMASSMatrixmemoisemgcvmimemnormtmunsellnlmennetopensslparallellyparsedatepillarpkgconfigplogrprettyunitsprocessxprogresspspsychpurrrquartoR.methodsS3R.ooR.utilsR6rappdirsRColorBrewerRcpprJavaRJDBCRJSONIOrlangrmarkdownrpartRPostgresRPrestorstudioapisassscalesstringistringrsvglitesyssystemfontstibbletidyrtidyselecttimechangetinytexutf8vctrsviridisviridisLitewithrxfunxml2yaml

DQAstats2SHIPdataset

Rendered fromDQAstats2SHIPdataset.qmdusingquarto::htmlon Jan 05 2025.

Last update: 2024-12-06
Started: 2024-06-03