Bayesian Statistics

19
Feb
6 min read

The Square Peg Problem: Why FDA’s Bayesian–Frequentist Truce Still Hurts

In January 2026, the FDA released updated guidance on the use of Bayesian methods in clinical trials. The document does not read like a manifesto. It reads like an attempt to reconcile competing statistical cultures under real regulatory constraints. On its surface, it is pragmatic and flexible, welcoming Bayesian designs

10
Feb
4 min read

Science Is Not Neutral, and That’s the Point

In September 2016, the FDA approved eteplirsen for Duchenne muscular dystrophy. The advisory committee had voted 7 to 6 against accelerated approval. The FDA's own review team recommended against it. The clinical program consisted of 12 boys, and western blot analysis showed a dystrophin increase of 0.93%

29
Jan
4 min read

I Asked an LLM to Design My Clinical Trial

I asked an LLM a question that junior biostatisticians ask senior biostatisticians all the time: Should I use a Bayesian borrowing design for my Phase 2 single-arm oncology trial? Here's what I got back. The LLM Response Should I use a Bayesian borrowing design for my Phase 2