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Statistical Methods for Physical Science : Methods of Experimental Physics - John L. Stanford

Statistical Methods for Physical Science

Methods of Experimental Physics

By: John L. Stanford (Editor), Stephen B. Vardeman (Editor)

Hardcover Published: 1st November 1994
ISBN: 9780124759732
Number Of Pages: 542

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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

Introduction to Probability Modeling
Common Univariate Distributions
Random Process Models
Models for Spatial Processes
Monte Carlo Methods
Basic Statistical Inference
Methods for Assessing Distributional Assumptions in One- and Two-Sample Problems
Maximum Likelihood Methods for Fitting ParametricStatistical Models
Least Squares
Filtering and Data Preprocessing for Time Series Analysis
Spectral Analysis of Univariate and Bivariate Time Series
Weak Periodic Signals in Point Process Data
Statistical Analysis of Spatial Data
Bayesian Methods
Simulation of Physical Systems
Field (Map) Statistics
Modern Statistical Computing and Graphics
References
Tables
Subject Index
Table of Contents provided by Publisher. All Rights Reserved.

ISBN: 9780124759732
ISBN-10: 0124759734
Series: Methods of Experimental Physics
Audience: Professional
Format: Hardcover
Language: English
Number Of Pages: 542
Published: 1st November 1994
Country of Publication: US
Dimensions (cm): 22.91 x 15.19  x 3.18
Weight (kg): 0.92