Think Bayes, 2nd Edition

Think Bayes: Bayesian Statistics in Python, 2nd Edition

eBook Details:

  • Paperback: 338 pages
  • Publisher: WOW! eBook; 2nd edition (June 15, 2021)
  • Language: English
  • ISBN-10: 149208946X
  • ISBN-13: 978-1492089469

eBook Description:

Think Bayes: Bayesian Statistics in Python, 2nd Edition

If you know how to program, you’re ready to tackle Bayesian statistics. With this Think Bayes, 2nd Edition 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.

  • 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

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 Think Bayes, 2nd Edition book’s computational approach helps you get a solid start.

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