Probabilistic Modeling

concepts · 2 notes linked

Related: Bayesian Inference · Pymc3 · Markov Chain Monte Carlo · Michael Betancourt · Statistical Modeling · Frequentist Inference

Notes

• Markov Chain Monte Carlo in Python | Towards Data Science — Complete real-world MCMC implementation using PyMC3 on sleep data
• Probabilistic Modeling and Statistical Inference — Bayesian and frequentist foundations for principled statistical inference