Statistics and probability with applications for engineers and scientists using Minitab, R and JMP / Bhisham C. Gupta, Irwin Guttman & Kalanka P. Jayalath.
| Author/creator | Gupta, Bhisham C., 1942- |
| Other author | Guttman, Irwin. |
| Other author | Jayalath, Kalanka. |
| Format | Electronic |
| Edition | Second edition. |
| Publication Info | Hoboken : Wiley, 2020. |
| Description | pages cm |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Uniform title | Statistics and probability with applications for engineers and scientists |
| Abstract | "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"-- Provided by publisher. |
| General note | Revision of: Statistics and probability with applications for engineers and scientists. 2013. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2019035384 |
| ISBN | 9781119516637 (cloth) |
| ISBN | (adobe pdf) |
| ISBN | (epub) |