Statistical Practice in Business and Industry
Gebonden Engels 2008 9780470014974Samenvatting
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.
Specificaties
Lezersrecensies
Inhoudsopgave
<p>Contributors</p>
<p>Preface</p>
<p>1 Introduction</p>
<p>Shirley Coleman, Tony Fouweather and Dave Stewardson</p>
<p>2 A History of Industrial Statistics</p>
<p>Jeroen de Mast</p>
<p>3 Statistical Consultancy</p>
<p>3.I A Statistician in Industry</p>
<p>Ronald J.M.M. Does and Albert Trip</p>
<p>3.II Black Belt Types</p>
<p>Roland Caulcutt</p>
<p>3.III Statistical Consulstancy Units at Universities</p>
<p>Ronald J.M.M. Does and András Zempléni</p>
<p>3.IV Consultancy? . . . What′s in It for Me?</p>
<p>Roland Caulcutt</p>
<p>4 The Statistical Efficiency Conjecture</p>
<p>Ron S. Kenett, Anne De Frenne, Xavier Tort–Martorell and Chris McCollin</p>
<p>5 Management Statistics</p>
<p>Irena Ograjen ek and Ron S. Kenett</p>
<p>6 Service Quality</p>
<p>Irena Ograjen ek</p>
<p>7 Design and Analysis of Industrial Experiments</p>
<p>Timothy J. Robinson</p>
<p>8 Data Mining</p>
<p>Paola Cerchiello, Silvia Figini and Paolo Giudici</p>
<p>9 Using Statistical Process Control for Continual Improvement</p>
<p>Donald J. Wheeler and Øystein Evandt</p>
<p>10 Advanced Statistical Process Control</p>
<p>Murat Kulahci and Connie Borror</p>
<p>11 Measurement System Analysis</p>
<p>Giulio Barbato, Grazia Vicario and Raffaello Levi</p>
<p>12 Safety and Reliability</p>
<p>12.I Reliability Engineering: The State of the Art</p>
<p>Chris McCollin</p>
<p>12.II Stochastics for the Quality Movement: An Integrated Approach to Reliability and Safety</p>
<p>M. F. Ramalhoto</p>
<p>13 Multivariate and Multiscale Data Analysis</p>
<p>Marco P. Seabra dos Reis and Pedro M. Saraiva</p>
<p>14 Simulation in Industrial Statistics</p>
<p>David R´ os Insua, Jorge Muruzabal, Jes´us Palomo, Fabrizio Ruggeri, Julio Holgado and Ra´ul Moreno</p>
<p>15 Communication</p>
<p>Tony Greenfield and John Logsdon Index</p>
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