{"product_id":"think-bayes-bayesian-statistics-in-python-9781492089469","title":"Think Bayes: Bayesian Statistics in Python","description":"\u003cp\u003eIf 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.\u003c\/p\u003e\u003cp\u003eBayesian 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 book's computational approach helps you get a solid start.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUse your programming skills to learn and understand Bayesian statistics\u003c\/li\u003e\n\u003cli\u003eWork with problems involving estimation, prediction, decision analysis, evidence, and Bayesian hypothesis testing\u003c\/li\u003e\n\u003cli\u003eGet started with simple examples, using coins, dice, and a bowl of cookies\u003c\/li\u003e\n\u003cli\u003eLearn computational methods for solving real-world problems\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/15\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492089469\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 300","brand":"Allen B. Downey","offers":[{"title":"Default Title","offer_id":40040648376501,"sku":"9781492089469","price":47.59,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_7c7e769b-826f-4456-8c9a-44235cb1bb56.jpg?v=1621343747","url":"https:\/\/pastforward.org\/products\/think-bayes-bayesian-statistics-in-python-9781492089469","provider":"Past Forward","version":"1.0","type":"link"}