Statistical Methods for Physical Science

John L. Stanford, Stephen B. Vardeman (Herausgeber)

Buch | Hardcover

542 Seiten

1994
Academic Press Inc (Verlag)
978-0-12-475973-2 (ISBN)

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Provides an extensive introduction to probability and statistics in many areas of the physical sciences, placing an emphasis on the area of spatial statistics. This book examines basic probability, including coverage of standard distributions, time series models, and Monte Carlo methods. It describes statistical methods and basic inference.

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.

W.R. Leo, Introduction to Probability Modeling. L. Hodges, Common Univariate Distributions. C. Chatfield, Random Process Models. N. Cressie, Models for Spatial Processes. P. Clifford, Monte Carlo Methods. J. Kitchin, Basic Statistical Inference. V.N. Nair and A.E. Freeny, Methods for Assessing Distributional Assumptions in One- and Two-Sample Problems. W.Q. Meeker and L.A. Escobar, Maximum Likelihood Methods for Fitting ParametricStatistical Models. G.A.F. Seber and C.J. Wild, Least Squares. W.J. Randel, Filtering and Data Preprocessing for Time Series Analysis. D.B. Percival, Spectral Analysis of Univariate and Bivariate Time Series. D.A. Lewis, Weak Periodic Signals in Point Process Data. D. Zimmerman, Statistical Analysis of Spatial Data. H.F. Martz and R.A. Waller, Bayesian Methods. J.M. Hauptman, Simulation of Physical Systems. J.L. Stanford and J.R. Ziemke, Field (Map) Statistics. F.L. Hulting and A.P. Jaworski, Modern Statistical Computing and Graphics. References. Tables. Subject Index.

Erscheint lt. Verlag	13.12.1994
Verlagsort	San Diego
Sprache	englisch
Maße	152 x 229 mm
Gewicht	920 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Statistik
Themenwelt	Naturwissenschaften ► Physik / Astronomie
ISBN-10	0-12-475973-4 / 0124759734
ISBN-13	978-0-12-475973-2 / 9780124759732
Zustand	Neuware