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SAS ↔ R ↔ Python in GxP

Three languages, one validated answer.

2026-09-04
Risk scoring is not testing — a vendor-neutral SOP for R packages in GxP

Most R validation packages score risk and stop. Scoring tells you how much testing to do; it is not the testing. Here is the SOP that separates them.

Tools in this topic

RLab — Learn R for clinical programming by running it. 23 gated topics, no login.
PyLab — The Python track. 18 topics, same gated-card engine as RLab.
R-Forge Studio — Read, build, compare and document pharmaverse R packages.
ShinyForge Studio — The Shiny sibling of R-Forge.
Clinical R Packages — Ten R packages for SDTM, ADaM, TLF and define.xml work.