Statistical Methods in Experimental Physics

Frederick James

• Verlag: WSPC
• Jahr: 2006
• ISBN:
  9789813101845
• Auflage: 2
• Thema: Scienze fisiche
• Thema: Fisica

The first edition of this classic book has become the authoritative reference for physicists desiring to master the finer points of statistical data analysis. This second edition contains all the important material of the first, much of it unavailable from any other sources. In addition, many chapters have been updated with considerable new material, especially in areas concerning the theory and practice of confidence intervals, including the important Feldman-Cousins method. Both frequentist and Bayesian methodologies are presented, with a strong emphasis on techniques useful to physicists and other scientists in the interpretation of experimental data and comparison with scientific theories. This is a valuable textbook for advanced graduate students in the physical sciences as well as a reference for active researchers.

Inhaltsverzeichnis

• CONTENTS
• Preface to the Second Edition
• Preface to the First Edition
• Chapter 1. Introduction
• Chapter 2. Basic Concepts in Probability
• Chapter 3. Convergence and the Law of Large Numbers
• Chapter 4. Probability Distributions
• Chapter 5. Information
• Chapter 6. Decision Theory
• Chapter 7. Theory of Estimators
• Chapter 8. Point Estimation in Practice
• Chapter 9. Interval Estimation
• Chapter 10. Test of Hypotheses
• Chapter 11. Goodness-of-Fit Tests
• References
• Subject Index