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Statistics for Scientists and Engineers

Publication Type : Book

Publisher : John Wiley

Source : John Wiley, New York, ISBN: 978-1-118-22896-8, September 2015 496 Pages

Url : https://www.wiley.com/en-ie/Statistics+for+Scientists+and+Engineers-p-9781118228968

Campus : Amaravati

School : School of Computing

Year : 2015

Abstract : This book provides the theoretical framework needed to build, analyze and interpret various statistical models. It helps readers choose the correct model, distinguish among various choices that best captures the data, or solve the problem at hand. This is an introductory textbook on probability and statistics. The authors explain theoretical concepts in a step-by-step manner and provide practical examples. The introductory chapter in this book presents the basic concepts. Next, the authors discuss the measures of location, popular measures of spread, and measures of skewness and kurtosis. Probability theory, discrete distributions, and important continuous distributions that are often encountered in practical applications are analyzed. Mathematical Expectation is covered, along with Generating Functions and Functions of Random Variables. It discusses joint distributions, and novel methods to find the mean deviation of discrete and continuous statistical distributions. Provides insight on coding complex algorithms using the 'loop unrolling technique' Covers illuminating discussions on Poisson limit theorem, central limit theorem, mean deviation generating functions, CDF generating function and extensive summary tables Contains extensive exercises at the end of each chapter and examples from interdisciplinary fields Statistics for Scientists and Engineers is a great resource for students in engineering, physical sciences, and management, and also practicing engineers who require skill sets to model practical problems in a statistical setting.

Cite this Research Publication : Ramalingam Shanmugam, Rajan Chatamvelli, "Statistics for Scientists and Engineers", John Wiley, New York, ISBN: 978-1-118-22896-8, September 2015 496 Pages

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