£94.79

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CRC Press Bayesian Modeling and Computation in Python Book

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Description

Advance your statistical skills with Bayesian Modeling and Computation in Python from CRC Press. This text is designed to help beginner Bayesian practitioners transition into intermediate modelers through a hands-on approach. By focusing on applied statistics, the book bridges the gap between practical implementation and underlying mathematical theory. You will learn to use essential Python libraries including PyMC3, Tensorflow Probability, and ArviZ. The content begins with a necessary refresher on Bayesian Inference concepts before moving into modern methods for Exploratory Analysis of Bayesian Models. From there, the book guides you through various models, such as linear regression, to build a solid foundation in computational statistics.

Key Features

Transition from beginner to intermediate level through a hands-on approach to Bayesian modeling.

Master industry-standard Python libraries including PyMC3, Tensorflow Probability, and ArviZ.

Build a strong foundation starting with a refresher on Bayesian Inference concepts.

Learn modern methods for the Exploratory Analysis of Bayesian Models.

Apply statistical theory to practical models including linear regression.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
29 December 2021
Listed Since
22 July 2021

Barcode

No barcode data available

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