Bayesian Modeling and Computation in Python - Junpeng Lao,Ravin Kumar,Osvaldo A. Martin
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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.
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Description
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.
More Information
| Author | Junpeng Lao, Ravin Kumar, Osvaldo A. Martin |
|---|---|
| Publisher | Taylor & Francis Ltd |
| Release year | 2021 |
| Cover type | Hardcover |
| EAN | 9780367894368 |