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Overview

Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ

Key Features

A step-by-step guide to conduct Bayesian data analyses using PyMC3 and ArviZ
A modern, practical and computational approach to Bayesian statistical modeling
A tutorial for Bayesian analysis and best practices with the help of sample problems and practice exercises.

Book Description

The second edition of Bayesian Analysis with Python is an introduction to the main concepts of applied Bayesia...

Bayesian Analysis with Python - Second Edition: Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ