Springer Handbook of Engineering Statistics

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ISBN: 1852338067
ISBN 13: 9781852338060
Herausgeber: Hoang Pham
Verlag: Springer Verlag GmbH
Umfang: xliv, 1120 S.
Erscheinungsdatum: 17.05.2006
Auflage: 1/2006
Format: 5.2 x 24.8 x 20.7
Gewicht: 2376 g
Produktform: Mehrteiliges Produkt mit Beigabe (im oder am Hauptprodukt angebracht)
Einband: GEB

Engineers and practitioners contribute to society through their ability to apply basic scientific principles to real problems in an effective and efficient manner. They must collect data to test their products every day as part of the design and testing process and also after the product or process has been rolled out to monitor its effectiveness. Model building and validation, data collection, data analysis and data interpretation form the core of sound engineering practice. After the data has been gathered the engineers, statisticians, designers, and practitioners must be able to sift them and interpret them correctly so that meaning can be exposed from a mass of undifferentiated numbers or facts. To do this he must be familiar with the fundamental concepts of correlation, uncertainty, variability and risk in the face of uncertainty. In today’s global and highly competitive environment, continuous improvement in the processes and products of any field of engineering is essential for survival. Many organizations have shown that the first step to continuous improvement is to integrate the widespread use of statistics and basic data analysis into the manufacturing development process as well as into the day-to-day business decisions taken in regard to engineering and technological information processes. The Springer Handbook of Engineering Statistics gathers together the full range of statistical techniques required by readers from all fields to gain sensible statistical feedback on how their processes or products are functioning and to give them realistic predictions of how these could be improved. Key Topics Fundamental Statistics Process Monitoring and Improvement Reliability Modeling and Survival Analysis Regression Methods Data Mining Statistical Methods and Modeling Wide Range of Applications including Six Sigma Features Contributions from leading experts in statistics and their application to engineering from industrial control to academic medicine and financial risk management Wideranging selection of statistical techniques to enable the readers to choose the method most appropriate Extensive and easytouse subject index making information quickly available to the reader. The Springer Handbook of Engineering Statistics will be essential reading for all engineers, statisticians, researchers, teachers, students, and engineering-connected managers who are serious about keeping their methods and products at the cutting edge of quality and competitiveness.

Artikelnummer: 1810987 Kategorie:

Beschreibung

Inhaltsverzeichnis

Part A Fundamental Statistics and its Applications.- Part B Process Monitoring and Improvement.- Part C Reliability Models and Survival Analysis.- Part D Regression Methods and Data Mining.- Part E Statistical Methods and Modeling .- Part F Applications in Engineering Statistics.- About the Authors.- Subject Index.

Autorenporträt

Dr. Hoang Pham Pham is Professor and Director of the Undergraduate Program in the Department of Industrial and Systems Engineering at Rutgers University, Piscataway, NJ. Before joining Rutgers, he was a senior engineering specialist at the Boeing Company, Seattle, and the Idaho National Engineering Laboratory, Idaho Falls. His research interests include software reliability, system reliability modeling, maintenance, and environmental risk assessment. He is the author of Software Reliability (Springer-Verlag, 2000) and a forthcoming book System Software Reliability (Springer, 2005). He is the editor of the Handbook of Reliability Engineering (Springer-Verlag, 2003) and Springer Handbook of Engineering Statistics (Springer, 2005). He is also the editor of Springer Series in Reliability. He has published more than 80 journal articles, 20 book chapters, and the editor of ten volumes. He is editorinchief of the International Journal of Reliability, Quality and Safety Engineering (www.worldscinet.com/ijrqse), associate editor of the IEEE Trans. on Systems, Man and Cybernetics (Part A), and guest editor of IIE Transactions and IEEE Trans. on Systems, Man and Cybernetics (Part A). He has been conference chair and program chair of over 20 international conferences and workshops and is currently the Conference Chair of the Eleventh International Conference on Reliability and Quality in Design will be held in St. Louis, August 2005. He received the B.S. degree in mathematics, B.S. degree in computer science, both with high honors, from Northeastern Illinois University, Chicago, the M.S. degree in statistics from the University of Illinois, Urbana-Champaign, and the M.S. and Ph.D. degrees in industrial engineering from the State University of New York at Buffalo.

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