Can I read Think Bayes: Bayesian Statistics in Python, 2nd Edition on EtoBox?

Think Bayes: Bayesian Statistics in Python, 2nd Edition by Allen B. Downey is a nonfiction available to read on EtoBox.

What is Think Bayes: Bayesian Statistics in Python, 2nd Edition about?

If you know how to program with Python, youâ??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 instead of continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer, and youâ??ll begin to apply these techniques to real-world problems. Bayesian statistical methods are becoming more common and more important, but not many resources are available to help beginners. Based on undergraduate classes taught by author Allen Downey, this bookâ??s computational approach helps you get a solid start. Use your existing programming skills to learn and understand Bayesian statistics Work with problems involving estimation, prediction, decision analysis, evidence, and hypothesis testing Get started with simple examples, using coins, dice, and a bowl of cookies Learn computational methods for solving real-world problems

Who reads Think Bayes: Bayesian Statistics in Python, 2nd Edition?

Author

Allen B. Downey

Publisher

O'Reilly Media, Incorporated

Published

2021

Language

EN

ISBN

9781492089438

Category

nonfiction

Subjects

Language Learning, Science, Computer Science