Bayes' Rule: A Tutorial Introduction to Bayesian Analysis
暫譯: 貝葉斯法則:貝葉斯分析的入門教程

James V Stone

商品描述

Discovered by an 18th century mathematician and preacher, Bayes' rule is a cornerstone of modern probability theory. In this richly illustrated book, a range of accessible examples is used to show how Bayes' rule is actually a natural consequence of common sense reasoning. Bayes' rule is then derived using intuitive graphical representations of probability, and Bayesian analysis is applied to parameter estimation using the MatLab and Python programs provided online. The tutorial style of writing, combined with a comprehensive glossary, makes this an ideal primer for novices who wish to become familiar with the basic principles of Bayesian analysis.

商品描述(中文翻譯)

由18世紀的數學家和牧師所發現的貝葉斯定理(Bayes' rule)是現代概率論的基石。在這本插圖豐富的書中,使用了一系列易於理解的範例來展示貝葉斯定理實際上是常識推理的自然結果。接著,通過直觀的概率圖形表示推導出貝葉斯定理,並使用提供的 MatLab 和 Python 程式進行參數估計的貝葉斯分析。這種教學風格的寫作,加上全面的術語表,使這本書成為希望熟悉貝葉斯分析基本原則的新手的理想入門書。

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