Bayesian Statistics

concepts · 4 notes linked

Related: Mcmc · Probability Theory · Statistics · Christian Robert · Monte Carlo Methods · Jake Vanderplas · Pymc · Pystan

Notes

• A modern introduction to probability and statistics [book review] — Critical review of Upton classical probability statistics textbook
• Books — Christian Robert's authored Bayesian statistics and Monte Carlo textbooks bibliography
• Frequentism and Bayesianism IV: How to be a Bayesian in Python — Comparing emcee, PyMC, and PyStan for Bayesian MCMC in Python
• Statistical Rethinking, Edition 2: ETA March 2020 — Richard McElreath announces second edition changes to Bayesian statistics textbook