Bayesian Modeling and Computation in Python

By Osvaldo A Martin, Junpeng Lao, Ravin Kumar

Bayesian Modeling and Computation in Python aims to help beginner Bayesian practitioners to become intermediate modelers. It uses a hands on approach with PyMC3, Tensorflow Probability, ArviZ and other libraries focusing on the practice of applied statistics with references to the underlying mathematical theory.

• Format: Hardcover
• Language: English
• ISBN: 036789436X
• ISBN13: 9780367894368
• Release Date: December 2021
• Publisher: CRC Press
• Length: 398 Pages
• Weight: 2.25 lbs.
• Dimensions: 0.9" x 7.0" x 10.0"