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Bayesian Analysis with Python. Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ Cover

Bayesian Analysis with Python. Introduction to statistical modeling and probabilistic programming using PyMC3 and ArviZ

Chapter in the book
Bayesian Analysis with Python.
Publisher:Packt Publishing Limited
By: Osvaldo Martin  
Paid access
|Jun 2024
Table of contents

Table of Contents

  1. Thinking probabilistically
  2. Programming probabilistically
  3. Modeling with Linear Regression
  4. Generalizing Linear Models
  5. Model Comparison
  6. Mixture Models
  7. Gaussian Processes
  8. Inference Engines
  9. Where To Go Next?

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PDF ISBN: 978-1-78934-966-5
Publisher: Packt Publishing Limited
Copyright owner: © 2018 Packt Publishing Limited
Publication date: 2024
Language: English
Pages: 356
Related subjects:
Computer sciences,
Computer sciences, other
Bayesian Analysis with Python.