Bayesian statistics
- Bayesian average
- Bayesian interpolation
- Bayesian ranking
- Bayesian regression
- Bayesian workflow
- Conjugate prior
- Gibbs sampling
- Physics and Bayesian statistics
- Statistical inference
Libraries
- JAGS - Just Another Gibbs Sampler
- Bayesian first aid - provide Bayesian counterparts for common tests.
- ArviZ: Exploratory analysis of Bayesian models
Books and tutorials
- http://www.indiana.edu/~kruschke/DoingBayesianDataAnalysis/
- Bayesian Reasoning and Machine Learning
- Think Bayes
- Bayesian Methods for Hackers
- Bayesian Analysis Recipes
Articles
- http://goodmorningeconomics.wordpress.com/2010/11/15/the-promise-of-bayesian-statistics/
- http://normaldeviate.wordpress.com/2012/11/17/what-is-bayesianfrequentist-inference/
Talks
- Bayesian or Frequentist, Which Are You?
- Frequentism and Bayesianism: What’s the Big Deal? | SciPy 2014 | Jake VanderPlas
- An Attempt At Demystifying Bayesian Deep Learning by Eric Ma