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Statistical Methods in Experimental Physics 2nd Edition
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CONTENTS
Preface to the Second Edition Preface to the First Edition
v vii
Chapter 1. Introduction 1.1. 1.2. 1.3. 1.4.
Outline Language Two Philosophies Notation
Chapter 2. Basic Concepts in Probability 2.1. Definitions of Probability 2.1.1. Mathematical probability 2.1.2. Frequentist probability 2.1.3. Bayesian probability 2.2. Properties of Probability 2.2.1. Addition law for sets of elementary events 2.2.2. Conditional probability and independence 2.2.3. Example of the addition law: scanning efficiency 2.2.4. Bayes theorem for discrete events 2.2.5. Bayesian use of Bayes theorem . . 2.2.6. Random variable 2.3. Continuous Random Variables 2.3.1. Probability density function 2.3.2. Change of variable
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