Description
Book SynopsisThe 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.
Trade Review"I highly recommend that this book be kept on every desk -- for consultation when a question arises, for browsing when in the mood to learn something interesting, and for a straight read-though to get a grounding in the classical theory of statistics from an experimental physicist's perspective."CERN Courier
Table of ContentsBasic Concepts in Probability; Convergence and the Law of Large Numbers; Probability Distributions; Information; Decision Theory; Theory of Estimators; Point Estimation in Practice; Interval Estimation; Test of Hypotheses; Goodness-of-Fit Tests.
