Mcmc

concepts · 4 notes linked

Related: Bayesian Statistics · Probabilistic Programming · Christian Robert · Monte Carlo Methods · Jake Vanderplas · Pymc · Pystan · Richard Mcelreath

Notes

• 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
• Using PyMC3 — Hands-on PyMC3 tutorial covering MCMC samplers and Bayesian models