Probability and Statistics in Experimental Physics

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ISBN-13:
9780387951638
Einband:
HC runder Rücken kaschiert
Erscheinungsdatum:
21.06.2001
Seiten:
268
Autor:
Byron P. Roe
Gewicht:
571 g
Format:
241x160x20 mm
Sprache:
Englisch
Beschreibung:

Second edition includes a new chapter on queuing problems and introduces a new method for dealing with experiments in which only a few events are observed.
This book is intended as a practical guide for advanced undergraduates to the use of probability and statistics in experimental physics. The emphasis is on applications and understanding, on techniques that are used in experimental physics, and on the use of computers. This second edition includes a new chapter on queuing problems (such as, how large a buffer does one need deal with a random stream of data), and it introduces a new method for dealing with experiments in which only a few events are observed.
Preface. 1 Basic Probability Concepts. 2 Some Initial Definitions. 3 Some Results of Specific Distributions. 4 Discrete Distributions and Combinatorials,5.Specific Discrete Distributions. 6 The Normal (or Gaussian) Distribution and Other Continuous Distributions. 7 Generating Functions and Characteristic Functions. 8 The Monte Carlo Method: Computer Simulation of Experiments. 9 Queueing Theory and Other Probability Questions. 10 Two Dimensional and Multi-Dimensional Distributions.,11.The Central Limit Theorem. 12 Inverse Probability; Confidence Limits. 13 Methods for Estimating Parameters. Least Squares and Maximum Likelihood. 14 Curve Fitting. 15 Bartlett S Function; Estimating Likelihood Ratios Needed for an Experiment. 16 Interpolating Functions and Unfolding Problems. 17 Fitting Data with Correlations and Constraints. 18 Beyond Maximum Likelihood and Least Squares; Robust Methods,References
Eine Einführung in die Wahrscheinlichkeitsrechnung und Statistik, wie sie in der Experimentalphysik benötigt wird. Der Autor legt den Schwerpunkt auf Anwendung und Verständnis, ohne die mathematische Genauigkeit zu vernachlässigen.

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