Statistical Methods for Physical Science

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Statistical Methods for Physical...

Statistical Methods for Physical Science

Name: Statistical Methods for Physical Science
ISBN: 9780124759732

John L. Stanford, Stephen B. Vardeman

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This volume of Methods of Experimental Physics provides an extensive introduction to probability and statistics in many areas of the physical sciences, with an emphasis on the emerging area of spatial statistics. The scope of topics covered is wide-ranging-the text discusses a variety of the most commonly used classical methods and addresses newer methods that are applicable or potentially important. The chapter authors motivate readers with their insightful discussions, augmenting their material with Key Features * Examines basic probability, including coverage of standard distributions, time series models, and Monte Carlo methods * Describes statistical methods, including basic inference, goodness of fit, maximum likelihood, and least squares * Addresses time series analysis, including filtering and spectral analysis * Includes simulations of physical experiments * Features applications of statistics to atmospheric physics and radio astronomy * Covers the increasingly important area of modern statistical computing

Категории:

Engineering

Година:

1994

Издателство:

Academic Press

Език:

english

Страници:

563

ISBN 10:

0124759734