Description: About this Item The item is a book Hardback The Author Name is Jonathan Tuke The Title is Statistics in Engineering : With Examples in MATLAB R and R, Second Edition Condition New Other Comments Edition Number - 0002. Pages Count - 812. Binding type - Hardcover. Content Language - English Category - MATHEMATICS / Probability & Statistics / General Product Description - Engineers are expected to design structures and machines that can operate in challenging and volatile environments, while allowing for variation in materials and noise in measurements and signals. Statistics in Engineering, Second Edition: With Examples in MATLAB and R covers the fundamentals of probability and statistics and explains how to use these basic techniques to estimate and model random variation in the context of engineering analysis and design in all types of environments. The first eight chapters cover probability and probability distributions, graphical displays of data and descriptive statistics, combinations of random variables and propagation of error, statistical inference, bivariate distributions and correlation, linear regression on a single predictor variable, and the measurement error model. This leads to chapters including multiple regression comparisons of several means and split-plot designs together with analysis of variance probability models and sampling strategies. Distinctive features include: All examples based on work in industry, consulting to industry, and research for industry Examples and case studies include all engineering disciplinesEmphasis on probabilistic modeling including decision trees, Markov chains and processes, and structure functionsIntuitive explanations are followed by succinct mathematical justificationsEmphasis on random number generation that is used for stochastic simulations of engineering systems, demonstration of key concepts, and implementation of bootstrap methods for inferenceUse of MATLAB and the open source software R, both of which have an extensive range of statistical functions for standard analyses and also enable programing of specific applicationsUse of multiple regression for times series models and analysis of factorial and central composite designs Inclusion of topics such as Weibull analysis of failure times and split-plot designs that are commonly used in industry but are not usually included in introductory textbooksExperiments designed to show fundamental concepts that have been tested with large classes working in small groupsWebsite with additional materials that is regularly updatedAndrew Metcalfe, David Green, Andrew Smith, and Jonathan Tuke have taught probability and statistics to students of engineering at the University of Adelaide for many years and have substantial industry experience. Their current research includes applications to water resources engineering, mining, and telecommunications. Mahayaudin Mansor worked in banking and insurance before teaching statistics and business mathematics at the Universiti Tun Abdul Razak Malaysia and is currently a researcher specializing in data analytics and quantitative research in the Health Economics and Social Policy Research Group at the Australian Centre for Precision Health, University of South Australia. Tony Greenfield, formerly Head of Process Computing and Statistics at the British Iron and Steel Research Association, is a statistical consultant. He has been awarded the Chambers Medal for outstanding services to the Royal Statistical Society the George Box Medal by the European Network for Business and Industrial Statistics for Outstanding Contributions to Industrial Statistics and the William G. Hunter Award by the American Society for Quality. 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Price: 139.7 USD
Location: US
End Time: 2024-11-10T18:24:58.000Z
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Fiction/Non-Fiction: Non-Fiction
Genre/Subject: MATHEMATICS / Probability Statistics / General
Brand: Chapman & Hall/CRC Texts in Statistical Science
Weight: 1.61
Style: NA
Title: Statistics in Engineering With Examples in MATLAB R and R Se
Release Title: Statistics in Engineering With Examples in MATLAB R and R Se
Record Grading: New
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Film/TV Title: Statistics in Engineering With Examples in MATLAB R and R S
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Movie/TV Title: Statistics in Engineering With Examples in MATLAB R and R S
UPC: 9781439895474
EAN: 9781439895474
ISBN: 9781439895474
Binding Type: Hardcover
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Metal: NA
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Number of Pages: 810 Pages
Language: English
Publication Name: Statistics in Engineering : with Examples in Matlab® and R, Second Edition
Publisher: CRC Press LLC
Subject: Engineering (General), Probability & Statistics / General, Applied, Teaching Methods & Materials / Mathematics
Publication Year: 2019
Item Height: 1.8 in
Features: Revised
Item Weight: 59.1 Oz
Type: Textbook
Author: David Green, Andrew Smith, Mayhayaudin Mansor, Tony Greenfield, Andrew Metcalfe
Item Length: 10.3 in
Subject Area: Mathematics, Technology & Engineering, Education
Item Width: 7.3 in
Series: Chapman and Hall/Crc Texts in Statistical Science Ser.
Format: Hardcover