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This book covers all the latest advances, as well as more established methods, in the application of statistical and optimisation methods within modern industry. These include applications from a range of industries that include micro-electronics, chemical, automotive, engineering, food, component assembly, household goods and plastics. Methods range from basic graphical approaches to generalised modelling, from designed experiments to process control. Solutions cover produce and process design, through manufacture to packaging and delivery, from single responses to multivariate problems.
This book covers all the latest advances, as well as more established methods, in the application of statistical and optimisation methods within modern industry. These include applications from a range of industries that include micro-electronics, chemical, automotive, engineering, food, component assembly, household goods and plastics. Methods range from basic graphical approaches to generalised modelling, from designed experiments to process control. Solutions cover produce and process design, through manufacture to packaging and delivery, from single responses to multivariate problems.
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Autorenporträt
The Editors, Shirley Coleman, Tony Greenfield, Dave Stewardson, and Douglas C. Montgomery, are section leaders in ENBIS - European Network for Business and Industrial Statistics - an organisation for the encouragement of exchange of ideas and methods of best practice between academia and industry across different countries.
Inhaltsangabe
1. Introduction (S.Y.Coleman, Tony Fouweather and D.J.Stewardson)
2. History (Jeroen de Mast)
3. Statisticians in industry (Roland Caulcutt)
4. Statistical Efficiency (Kennett et al.)
5. Management Statistics (Irena Ograjensek)
6. Service Quality (Irena Ograjensek)
7. DoE (Timothy J. Robinson)
8. Data mining (Paola Cerchiello, Silvia Figini and Paolo Giudici)
9. SPC (Don Wheeler)
10. Advanced SPC (Murat Kulahci and Connie M. Borror)
11. MSA (Raffaello Levi, Giulio barbato and Grazia vicario)
12. Reliability (Maria Ramalhoto Christopher McCollin)
13. Multivariate (Marco P. Seabra dos Reis and Pedro M. Saraiva
14. Simulation (Fabrizio Ruggeri, David Rios Insua, Jorge Muruzabal, Jesus Palomo, Julio Holgado and Raul Moreno)
15. Communication (Tony Greenfield andJohn Logsdon)