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Statistics and probability with applications for engineers and scientists using Minitab, R and JMP

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Statistics and probability with applications for engineers and scientists using Minitab, R and JMP/ Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath.
作者:	Gupta, Bhisham C.,
其他作者:	Jayalath, Kalanka.
出版者:	Hoboken, NJ :John Wiley & Sons, : c2020.,
面頁冊數:	1 online resource.
附註:	Revision of: Statistics and probability with applications for engineers and scientists. 2013.
標題:	Mathematical statistics. -
電子資源:	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:

527941
Mathematical statistics.

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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050 0 0 $a QA273
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100 1 $a Gupta, Bhisham C., $d 1942- $3 1342764
240 1 0 $a Statistics and probability with applications for engineers and scientists.
245 1 0 $a Statistics and probability with applications for engineers and scientists using Minitab, R and JMP $h [electronic resource] / $c Bhisham C. Gupta, Irwin Guttman, Kalanka P. Jayalath.
250 $a 2nd ed.
260 $a Hoboken, NJ : $b John Wiley & Sons, $c c2020.
300 $a 1 online resource.
500 $a Revision of: Statistics and probability with applications for engineers and scientists. 2013.
504 $a Includes bibliographical references and index.
520 $a "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"-- $c Provided by publisher.
588 $a Description based on print version record.
650 0 $a Mathematical statistics. $3 527941
650 0 $a Probabilities. $3 527847
700 1 $a Jayalath, Kalanka. $3 1342766
700 1 $a Guttman, Irwin. $3 1342765
856 4 0 $u https://onlinelibrary.wiley.com/doi/book/10.1002/9781119516651