Title: Bayesian Modeling and Computation in Python (Chapman & Hall/CRC Texts in Statistical Science)
Publisher: Chapman and Hall/CRC, Boca Raton
Publication Date: 2021
Language: English
ISBN 10: 036789436X
ISBN 13: 9780367894368
Binding: Hardcover
Edition: 1st Edition
Condition: Fine

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Synopsis

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.

The book starts with a refresher of the Bayesian Inference concepts. The second chapter introduces modern methods for Exploratory Analysis of Bayesian Models. With an understanding of...

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