coreval - Check Clinical Trial Data Against 'CDISC' Open Rules
Finds conformance problems in clinical trial data without
leaving R, using the openly published 'CDISC' Open Rules
('CORE'). Check a single dataset while you are still writing
the code that builds it, or a whole study folder once it
exists, and get the findings back as a tidy data frame pointing
at the exact row and variable. Reads transport ('XPT'), 'SAS',
comma-separated and 'Dataset-JSON' files, plus 'Define-XML'
when present, and 'USDM' study-design documents. Covers rules
for the 'SDTM', 'SEND', 'TIG' and 'USDM' standards. The rules
are bundled inside the package, so nothing is downloaded and
your data never leaves your machine: no internet, no API key,
no account. When a rule cannot be checked - because it needs a
dataset you did not supply, for instance - it is reported as
skipped with the reason, never counted as a pass. Meant as a
quick first pass before a qualified validation system, never as
a replacement for one. An independent project: not affiliated
with or endorsed by 'CDISC', and not a 'CORE'-certified
conformance engine.