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.
Содержание
Contents
Contributors
Preface
1 Introduction
Shirley Coleman, Tony Fouweather and Dave Stewardson
2 A History of Industrial Statistics
Jeroen de Mast
3 Statistical Consultancy
3.I A Statistician in Industry
Ronald J.M.M. Does and Albert Trip
3.II Black Belt Types
Roland Caulcutt
3.III Statistical Consulstancy Units at Universities
Ronald J.M.M. Does and András Zempléni
3.IV Consultancy? . . . What’s in It for
Me?
Roland Caulcutt
4 The Statistical Efficiency Conjecture
Ron S. Kenett, Anne De Frenne, Xavier Tort-Martorell and
Chris Mc Collin
5 Management Statistics
Irena Ograjen Sek and Ron S. Kenett
6 Service Quality
Irena Ograjen Sek
7 Design and Analysis of Industrial Experiments
Timothy J. Robinson
8 Data Mining
Paola Cerchiello, Silvia Figini and Paolo Giudici
9 Using Statistical Process Control for Continual
Improvement
Donald J. Wheeler and Øystein Evandt
10 Advanced Statistical Process Control
Murat Kulahci and Connie Borror
11 Measurement System Analysis
Giulio Barbato, Grazia Vicario and Raffaello Levi
12 Safety and Reliability
12.I Reliability Engineering: The State of the Art
Chris Mc Collin
12.II Stochastics for the Quality Movement: An Integrated
Approach to Reliability and Safety
M. F. Ramalhoto
13 Multivariate and Multiscale Data Analysis
Marco P. Seabra dos Reis and Pedro M. Saraiva
14 Simulation in Industrial Statistics
David R´ios Insua, Jorge Muruzabal, Jes´us
Palomo, Fabrizio Ruggeri, Julio Holgado and Ra´ul
Moreno
15 Communication
Tony Greenfield and John Logsdon Index
Об авторе
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.
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