Open Source in Pharma 2026 Training Badge
Risk assessment for R packages with risk.assessr
Distributed by:
TAB

Issued to

Theophilus Anim Bediako

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Credential Verification

Issue date: October 29, 2026

ID: 1595d98d-fb26-4e3f-923d-66b450d978a9

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Issued by

R/Pharma

Verified

R/Pharma is a scientifically & industry oriented, collegial online conference focused on the use of R in the development of pharmaceuticals, with breakout in-person and APAC satellite events.

Type

Training

Level

Intermediate

Format

Online

Duration

60 minutes

Price

Free

Description

This workshop examines risk assessment for R packages with risk.assessr, connecting package metrics with validation and remediation decisions. Participants explore important indicators such as R CMD check results and test coverage, together with additional information including documentation and popularity. The session also covers reporting and how risk assessment results can be used within validation processes. A practical discussion addresses situations in which an objectively calculated score is lower than desired but the package remains necessary for the intended work. The workshop helps participants consider how evidence, reporting, and remediation contribute to a reasoned approach to package risk evaluation.

Skills

R Package Risk Assessment

Package Validation

Risk Metrics

Remediation

risk.assessr

Earning Criteria

Participation

Attending and completing 75% of class objectives