Statistics and probability with applications for engineers and scientists using Minitab, R and JMP
First Statement of Responsibility
Bhisham C. Gupta, Irwin Guttman & Kalanka P. Jayalath.
EDITION STATEMENT
Edition Statement
Second edition.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Hoboken
Name of Publisher, Distributor, etc.
Wiley
Date of Publication, Distribution, etc.
2020.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xxiii, 1016 p.
Other Physical Details
ill.
GENERAL NOTES
Text of Note
Revision of: Statistics and probability with applications for engineers and scientists. 2013.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
SUMMARY OR ABSTRACT
Text of Note
"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"--
UNIFORM TITLE
General Material Designation
Statistics and probability with applications for engineers and scientists
TOPICAL NAME USED AS SUBJECT
Entry Element
Probabilities.
Entry Element
Mathematical statistics.
DEWEY DECIMAL CLASSIFICATION
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA273
Book number
.
G85
2020
PERSONAL NAME - PRIMARY RESPONSIBILITY
Entry Element
Gupta, Bhisham C.,
Dates
1942-
PERSONAL NAME - SECONDARY RESPONSIBILITY
Entry Element
Guttman, Irwin,
Entry Element
Jayalath, Kalanka,
ORIGINATING SOURCE
Country
Iran
Agency
University of Tehran. Library of College of Science