Bayesian Statistics

Bayesian Statistics

Treats parameters as random variables and uses prior beliefs updated by evidence. Great when data is scarce.

Overview

Add a short personal take on this subject — why it matters to you, where you use it.

Key Concepts

  • Prior and posterior
  • Bayes' theorem
  • MCMC
  • Conjugate priors
  • Bayesian inference

Skills

Learned

Skills I'm confident with. Tag with #learned.

Learning

Skills I'm actively working on. Tag with #learning.

To Learn

Skills on the roadmap. Tag with #to-learn.

Projects

Projects that use this subject. These will also show up as backlinks when project notes link here with [[Bayesian Statistics]].

Resources

Books, courses, papers, videos.

Notes

Free-form notes, gotchas, insights.