785 citations · 787 across the 2 of their papers we have counts for
3 papers
cs.DB2020★ 785 cited
Data Validation
Mark P. J. van der Loo, Edwin de Jonge
Data validation is the activity where one decides whether or not a particular data set is fit for a given purpose. Formalizing the requirements that drive this decision process all…
stat.CO2020★ 2 cited
A method for deriving information from running R code
Mark P. J. van der Loo
It is often useful to tap information from a running R script. Obvious use cases include monitoring the consumption of resources (time, memory) and logging. Perhaps less obvious ca…
stat.CO2019
Data Validation Infrastructure for R
Mark P. J. van der Loo, Edwin de Jonge
Checking data quality against domain knowledge is a common activity that pervades statistical analysis from raw data to output. The R package 'validate' facilitates this task by ca…