Hierarchical Models

concepts · 2 notes linked

Related: Bayesian Inference · Pymc · Multilevel Modeling · Markov Chain Monte Carlo · Pymc3 · Mcmc · Probabilistic Programming

Notes

• A Primer on Bayesian Methods for Multilevel Modeling — Bayesian hierarchical modeling with PyMC3 using partial pooling
• Using PyMC3 — Hands-on PyMC3 tutorial covering MCMC samplers and Bayesian models