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Think Bayes: Bayesian Statistics in Python (O'reilly)

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Marque : GENERIC
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If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer and...

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Description produit

Marque
GENERIC
Titre
Think Bayes: Bayesian Statistics in Python (O'reilly)
Éditeur
O'Reilly Media
Type de produit
paperback
Présentation du livre
paperback
Date de sortie
6/22/2021 12:00:00 AM
Langue d'origine
English
ISBN
2317273800
Dimensions
7 x 0.75 x 9 inches
Nombre de pages
335 pages
Langue
English
Résumé
If you know how to program, you're ready to tackle Bayesian statistics. With this book, you'll learn how to solve statistical problems with Python code instead of mathematical formulas, using discrete probability distributions rather than continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer and you'll begin to apply these techniques to real-world problems. Bayesian statistical methods are becoming more common and more important, but there aren't many resources available to help beginners. Based on undergraduate classes taught by author Allen B. Downey, this book's computational approach helps you get a solid start. Use your programming skills to learn and understand Bayesian statistics Work with problems involving estimation, prediction, decision analysis, evidence, and Bayesian hypothesis testing Get started with simple examples, using coins, dice, and a bowl of cookies Learn computational methods for solving real-world problems Read more
Auteur
Allen B. Downey
Date de parution
6/22/2021 12:00:00 AM