Unleash the power and flexibility of the Bayesian frameworkAbout This Book- Simplify the Bayes process for solving complex statistical problems using Python; - Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems and practice exercises; - Le
Bayesian Analysis with Python
โ Scribed by Osvaldo Martin
- Publisher
- Packt Publishing
- Year
- 2018
- Tongue
- English
- Category
- Library
No coin nor oath required. For personal study only.
๐ SIMILAR VOLUMES
Key Features โข Simplify the Bayes process for solving complex statistical problems using Python; โข Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems and practice exercises; โข Learn how and when to use Bayesian analysis in your applicat
<span><p><b>Bayesian modeling with PyMC3 and exploratory analysis of Bayesian models with ArviZ </b></p><h4>Key Features</h4><ul><li>A step-by-step guide to conduct Bayesian data analyses using PyMC3 and ArviZ </li><li>A modern, practical and computational approach to Bayesian statistical model
Cover; Copyright; Credits; About the Author; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Thinking Probabilistically -- A Bayesian Inference Primer; Statistics as a form of modeling; Exploratory data analysis; Inferential statistics; Probabilities and uncertainty; Pro
Cover; Copyright; Credits; About the Author; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Thinking Probabilistically -- A Bayesian Inference Primer; Statistics as a form of modeling; Exploratory data analysis; Inferential statistics; Probabilities and uncertainty; Pro
<h4>Key Features</h4><ul><li>Simplify the Bayes process for solving complex statistical problems using Python;</li><li>Tutorial guide that will take the you through the journey of Bayesian analysis with the help of sample problems and practice exercises;</li><li>Learn how and when to use Bayesian an