Data Validation Infrastructure for R

Data Validation Infrastructure for R

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 capturing and applying expert knowledge in the form of validation rules: logical restrictions on variables, records, or data...

Full description

Bibliographic Details
Main Authors: Mark P. J. van der Loo, Edwin de Jonge
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2021-03-01
Series:Journal of Statistical Software
Subjects:
data checking
data quality
data cleaning
R
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/3483

Similar Items

Similar Items