If you know how to program with Python and also know a little about probability, youre ready to tackle Bayesian statistics. With this book, you’ll learn how to solve statistical problems with Python code instead of mathematical notation, and use discrete probability distributions instead of continuous mathematics. Once you get the math out of the way, the Bayesian fundamentals will become clearer, and youll 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 books 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, M&Ms, Dungeons & Dragons dice, paintball, and hockey Learn computational methods for solving real-world problems, such as interpreting SAT scores, simulating kidney tumors, and modeling the human microbiome.
€21.13
भाषा अंग्रेज़ी ● स्वरूप EPUB ● पेज 214 ● ISBN 9781491945438 ● प्रकाशक O’Reilly Media ● प्रकाशित 2013 ● डाउनलोड करने योग्य 6 बार ● मुद्रा EUR ● आईडी 2790876 ● कॉपी सुरक्षा Adobe DRM
एक DRM सक्षम ईबुक रीडर की आवश्यकता है
एक ही लेखक से अधिक ईबुक / संपादक
47,429 इस श्रेणी में ईबुक
