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Statistics and probability with appl...
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Gupta, Bhisham C., (1942-)
Statistics and probability with applications for engineers and scientists using Minitab, R and JMP
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Statistics and probability with applications for engineers and scientists using Minitab, R and JMP/ Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath.
Author:
Gupta, Bhisham C.,
other author:
Guttman, Irwin.
Published:
Hoboken, NJ :John Wiley & Sons, : c2020.,
Description:
1 online resource.
Notes:
Revision of: Statistics and probability with applications for engineers and scientists. 2013.
Subject:
Probabilities. -
Online resource:
https://onlinelibrary.wiley.com/doi/book/10.1002/9781119516651
ISBN:
9781119516651
Statistics and probability with applications for engineers and scientists using Minitab, R and JMP
Gupta, Bhisham C.,1942-
Statistics and probability with applications for engineers and scientists using Minitab, R and JMP
[electronic resource] /Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath. - 2nd ed. - Hoboken, NJ :John Wiley & Sons,c2020. - 1 online resource.
Revision of: Statistics and probability with applications for engineers and scientists. 2013.
Includes bibliographical references and index.
"This new edition shows how real world problems can be solved using statistical concepts, now with many timely updates. The authors have included R software and removed the Excel exhibits throughout the book. The new Chapter 20 discusses data mining including topics in big data, classification, machine learning, and visualization. The new Chapter 21 covers cluster analysis methodologies including in hierarchical, nonhierarchical, and model based clustering. In addition, the authors have included a chapter on Response Surveys within the book, which was previously only available on the book's companion website. This book is broken into two parts. Part I covers topics such as: elements of probability, discrete random variables and some important discrete probability distributions, distribution functions of random variables, and estimation of population parameters. Part II covers: elements of reliability theory, statistical quality control, analysis of categorical data, and analysis of variance. The appendices contain statistical tables and charts and answers to selected problems"--
ISBN: 9781119516651Subjects--Topical Terms:
527847
Probabilities.
LC Class. No.: QA273
Dewey Class. No.: 519.5
Statistics and probability with applications for engineers and scientists using Minitab, R and JMP
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Statistics and probability with applications for engineers and scientists using Minitab, R and JMP
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Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath.
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2nd ed.
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Hoboken, NJ :
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John Wiley & Sons,
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c2020.
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Revision of: Statistics and probability with applications for engineers and scientists. 2013.
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Includes bibliographical references and index.
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"This new edition shows how real world problems can be solved using statistical concepts, now with many timely updates. The authors have included R software and removed the Excel exhibits throughout the book. The new Chapter 20 discusses data mining including topics in big data, classification, machine learning, and visualization. The new Chapter 21 covers cluster analysis methodologies including in hierarchical, nonhierarchical, and model based clustering. In addition, the authors have included a chapter on Response Surveys within the book, which was previously only available on the book's companion website. This book is broken into two parts. Part I covers topics such as: elements of probability, discrete random variables and some important discrete probability distributions, distribution functions of random variables, and estimation of population parameters. Part II covers: elements of reliability theory, statistical quality control, analysis of categorical data, and analysis of variance. The appendices contain statistical tables and charts and answers to selected problems"--
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Description based on print version record.
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Guttman, Irwin.
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Jayalath, Kalanka.
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https://onlinelibrary.wiley.com/doi/book/10.1002/9781119516651
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