Designed Experiments for the Defense Community

@article{Johnson2012DesignedEF,
  title={Designed Experiments for the Defense Community},
  author={Rachel T. Johnson and Gregory T. Hutto and James R. Simpson and Douglas C. Montgomery},
  journal={Quality Engineering},
  year={2012},
  volume={24},
  pages={60 - 79}
}
ABSTRACT The areas of application for design of experiments principles have evolved, mimicking the growth of U.S. industries over the last century, from agriculture to manufacturing to chemical and process industries to the services and government sectors. In addition, statistically based quality programs adopted by businesses morphed from total quality management to Six Sigma and, most recently, statistical engineering (see Hoerl and Snee 2010). The good news about these transformations is… Expand
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References

SHOWING 1-10 OF 64 REFERENCES
The Design and Analysis of Experiments
TLDR
This book by a teacher of statistics (as well as a consultant for "experimenters") is a comprehensive study of the philosophical background for the statistical design of experiment. Expand
The Future of Industrial Statistics: A Panel Discussion
TLDR
In this panel discussion, ten experts, encompassing a range of backgrounds, experience, and expertise, answered my request to share with us their thoughts on what lies ahead in industrial statistics. Expand
An explanation and critique of taguchi's contributions to quality engineering
TLDR
The conclusion is that although Professor Taguchi's quality engineering ideas are of great importance, many of the techniques of statistical design and analysis he employs to put these ideas into practice are often inefficient and unnecessarily complicated and should be replaced or appropriately modified. Expand
A systematic approach to planning for a designed industrial experiment
TLDR
A set of tools for presenting generic technical issues and experimental features found in industrial experiments are suggested to predesign experiment guide sheets to systematize the planning process and to produce organized written documentation. Expand
Design and analysis for the Gaussian process model
TLDR
A new approach to experimentation is necessary because there is no variability in the results of computer experiments, and optimal designs, which are based on reducing the variance of some statistic, have questionable utility. Expand
Statistical Thinking and Methods in Quality Improvement: A Look to the Future
ABSTRACT Much has been written recently concerning the future of statistics in business and industry (e.g., Technometrics 2008). In this expository article, the authors extend this discussion toExpand
A review on design, modeling and applications of computer experiments
TLDR
This paper provides a review of statistical methods that are useful in conducting computer experiments and describes approaches for the two primary tasks of metamodeling: selecting an experimental design and fitting a statistical model. Expand
Taguchi's parameter design: a panel discussion
TLDR
A group of practitioners and researchers discuss the role of parameter design and Taguchi's methodology for implementing it and the importance of parameter-design principles with well-established statistical techniques. Expand
Hybrid Design for Aircraft Wind-Tunnel Testing Using Response Surface Methodologies
A response surface methodology approach to wind-tunnel testing of high-performance aircraft is being investigated at the Langley Full-Scale Tunnel. An exploratory study was completed using a newlyExpand
The Design of Experiments
AbstractREADERS of “Statistical Methods for Research Workers” will welcome Prof. Fisher's new book, which is partly devoted to a development of the logical ideas underlying the earlier volume andExpand
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5
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