R Packages for Data Quality Assessments and Data Monitoring: A Software Scoping Review with Recommendations for Future Developments

Data quality assessments (DQA) are necessary to ensure valid research results. Despite the growing availability of tools of relevance for DQA in the R language, a systematic comparison of their functionalities is missing. Therefore, we review R packages related to data quality (DQ) and assess their...

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Vydané v:	Applied sciences Ročník 12; číslo 9; s. 4238
Hlavní autori:	Mariño, Joany, Kasbohm, Elisa, Struckmann, Stephan, Kapsner, Lorenz A., Schmidt, Carsten O.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Basel MDPI AG 01.05.2022
Predmet:	Automation Data analysis data quality data quality monitoring data reporting exploratory data analysis initial data analysis Metadata R project for statistical computing Search strategies Software
ISSN:	2076-3417, 2076-3417
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