Statistical Methods for Physical Science
John L. Stanford, Stephen B. Vardeman
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
种类:
年:
1994
出版社:
Academic Press
语言:
english
页:
563
ISBN 10:
0124759734
ISBN 13:
9780124759732
系列:
Experimental Methods in the Physical Sciences 28
文件:
PDF, 23.60 MB
IPFS:
,
english, 1994
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