R Package Assessment: Lessons from Pharma
summary
GSK describes a concrete package assessment used to qualify R for regulated submissions centered on five domains of trustworthiness: Community, Authorship, Documentation, Software development lifecycle, and Testing plus a holistic tie breaker. The process uses measurable signals like CRAN downloads, GitHub activity and protected branches, author credentials, vignette coverage, unit tests and code coverage and comparisons to external sources of truth so packages can be accepted, augmented, or rejected for clinical pipelines.
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chapters (10)
- 0:00Introduction and context
- 2:13Defining trust in pharma
- 5:09The five domains of trust
- 5:37Community domain
- 7:19Authorship domain
- 8:34Documentation domain
- 9:53Development life cycle
- 12:07Testing domain
- 14:21Risk-based implementation
- 16:48Holistic perspective
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