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Shiny Gathering x Pharmaverse Recap: Simplifying R Package Quality with the {riskassessment} App
- Customizing the {riskassessment} App based on organizational needs simplifies validating R packages in regulated industries like pharma, ensuring efficiency and compliance.
- The app, built on {riskmetric}, offers a structured, user-friendly approach that can be customized to specific risk assessment requirements, making package approval easier.
- Key factors evaluated by the {riskassessment} App include license availability, bug reporting mechanisms, test coverage, documentation completeness, and community engagement.
- The app streamlines the communication between package users and system administrators, providing a structured risk report for informed decision-making.
- The validation process using the app involves logging in, reviewing package metrics, checking dependencies, justifying package requests, and submitting requests for approval.
- The app allows customization of risk assessment rules, automates decision-making based on predefined criteria, manages roles and privileges, and stores organization-specific settings for consistency.
- Features like automated package assessments, decision automation, dependency analysis, built-in commenting, role-based access, and historical tracking make the app stand out in R package validation.
- Addressing challenges such as risk scores vs. individual metrics and code coverage limitations, the {riskassessment} App provides a centralized and structured approach to R package validation.
- For more information and resources related to the app, including slides, GitHub repository, documentation, and presentation demo app, visit pharma.r.org.
- The {riskassessment} App simplifies package risk assessment and decision-making, offering a centralized platform for evaluating R packages and making informed choices.
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