Understanding Testing Frameworks for R Packages

What You’ll Learn in This Episode

✔ Why creating R packages is a game-changer for code reuse and collaboration.

✔ The most common challenges we face when reusing code—and how packages help solve them.

✔ When it actually makes sense to start writing a package (spoiler: earlier than you think).

✔ Useful tools like usethis, testthat, and RStudio features that simplify the process.

✔ Daniel’s step-by-step approach—from sketching ideas on paper to launching the finished package.

✔ How to write meaningful tests to keep your code working as your project evolves.

✔ Where and how to share your package with others—GitHub, social media, conferences, and even journals.

✔ The fun side of the R community: hex stickers, open-source collaboration, and more.

✔ How Daniel’s team at Arconis can help if you want expert support with your package development.

Why You Should Listen

If you work in biostatistics, health economics, or market access, this episode is packed with practical insights to help you collaborate more effectively. Whether you're a statistician looking to better support HTA submissions or a market access professional trying to understand statistical challenges, you’ll walk away with actionable strategies that can make a real difference.

Resources & Links

Resources & Links:
🔗 Arconis
🔗 Open Stats Working Group
🔗 Open Stats Guide
🔗 R Journal
🔗 Journal of Statistical Software
📌 R packages: usethis, testthat, and others
📌 Upcoming workshops on software engineering for R (Basel, Paris, Tokyo)
🔗 The Effective Statistician Academy – I offer free and premium resources to help you become a more effective statistician.
🔗 Medical Data Leaders Community – Join my network of statisticians and data leaders to enhance your influencing skills.
🔗 My New Book: How to Be an Effective Statistician - Volume 1 – It’s packed with insights to help statisticians, data scientists, and quantitative professionals excel as leaders, collaborators, and change-makers in healthcare and medicine.
🔗 PSI (Statistical Community in Healthcare) – Access webinars, training, and networking opportunities.

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