Tag: statistics

Management Books

• Design and Analysis of Experiments: 5th edition by Douglas C. Montgomery
  Covering factorial and fractional factorial design, experiments with random factors, response surface methods, experiments with mixtures, and methods for process robustness studies.

• Evolutionary Operation: A Statistical Method for Process Improvement by George E. P. Box, Norman R. Draper
  Evolutionary Operation (EVOP), is a simple but powerful statistical tool with wide application in business. What originally motivated the introduction of EVOP, was the idea that the widespread and daily use of simple statistical design and analysis during routine production by process operatives themselves could reap enormous additional rewards.

• Collected Works of George E.P. Box: by George E. P. Box
  Out of Print

• Collected Works of George E.P. Box: Volume 2 by George E. P. Box
  

• The New Economics: : For Industry, Government, Education by W. Edwards Deming
  Second Edition (reprint). The best of Deming's books for learning about his system for management. Packed with great thoughts but not as easy to read as the best books. This is a great book, but often it is best for managers already committed to finding new ideas.

• Six Sigma Beyond the Factory Floor:: Deployment Strategies for Financial Services, Health Care, and the Rest of the Real Economy by Ronald D. Snee, Roger W. Hoerl
  Recommended. The book is authored by two of the leading practictioners and they do an excellent job of providing their experience and insight on implimenting Six Sigma.

• Statistics for Experimenters: Design, Innovation, and Discovery by George E. P. Box, William G. Hunter, J. Stuart Hunter
  Second Edition of this classic.

Management Articles

• 101 Ways to Design an Experiment, or Some Ideas About Teaching Design of Experiments by William G. Hunter
  A great article sharing ideas on teaching and learning about Design of Experiments (DoE), a powerful and greatly underutilized tool. 6 simga efforts have greatly increased the use of DoE.

• What to Measure and How by Barba B. Affourtit
  From the article: We need to examine our management information systems for utility, and discard measurements that are not used for decision-making.

• William G. Hunter: An Innovator and Catalyst for Quality Improvement by George E. P. Box
  This is the text of a talk given at the Speakers' Dinner at the Sixth Annual William G. Hunter Conference on Quality in Madison, Wisconsin, on June 2, 1993. In it, George Box recalls Bill Hunter's pivotal role in the birth of the quality movement in the c

• The Next 25 Years in Statistics by William Hill, William G. Hunter
  (with contributions by Joseph W. Duncan, A. Blanton Godfrey, Brian L. Joiner, Gary C. McDonald, Charles G. Pfeifer, Donald W. Marquardt, and Ronald D. Snee). A transformation of the American style of management has already begun; in order for it to succee

• A Study of Statistical Process Control by Henry R. Neave
  

• Development of the Theory of Experimental Design by R.A. Fisher
  Proceedings of the International Statistical Conferences, 1947.

• Integrating Experimental Design and Statistical Control for Quality Improvement by Harriet Black Nembhard, Rene alverde-Ventura
  "As a result of a successful case study, we advance a methodology for combining design of experiments (DOE) and cumulative score (Cuscore) charts to control and monitor an industrial process subject to a feedback control scheme. We use DOE to screen out the most important variable from a larger set of variables."

• What Can You Find Out From 8 and 16 Experimental Runs? by George E. P. Box
  Includes two articles on options for designed experiments. Design of Experiments is a tools used heavily in Six Sigma programs.

• Teaching Engineers Experimental Design With a Paper Helicopter by George E. P. Box
  How a helicopter (made in with a regular sheet of paper) can be used to teach principles of experimental design including - conditions for validity of experimentation, randomization, blocking, the use of factorial and fractional factorial designs...

• Introduction to Statistical Experimental Design by Johan Trygg, Svante Wold
  "Statistical experimental design, a.k.a. design of experiments (DoE) is the methodology of how to conduct and plan experiments in order to extract the maximum amount of information in the fewest number of runs"

• Managing Our Way to Economic Success: Two Untapped Resources by William G. Hunter
  "American organizations could compete much better at home and abroad if they would learn to tap the potential information inherent in all processes and the creativity inherent in all employees."

• Using Design of Experiments as a Process Road Map by Davis Balestracci
  "The current design of experiments (DOE) renaissance seems to favor factorial designs and/or orthogonal arrays as a panacea. In my 25 years as a statistician, my clients have always found much more value in obtaining a process "road map" by generating the inherent response surface in a situation."

• Statistics as a Catalyst to Learning by Scientific Method by George E. P. Box
  Explores the implications raised when Response Surface Methodology (RSM) is considered, as was originally intended as a statistical technique for the catalysis of iterative learning.

• Combinatorial Software Testing by Rick Kuhn, Raghu Kacker, Yu Lei, Justin Hunter
  While the most basic form of combinatorial testing, pairwise, is well established, and adoption by software testing practitioners continues to increase, industry usage of these methods remains patchy at best. However, the additional training required is

• Dangers of Forgetting the Proxy Nature of Data by John Hunter
  "We use data to act as a proxy for some results of the system. Often people forget that the desired end result is not for the number to be improved but for the situation to be improved. We hope, if the measure improves the situation will have improved..."

• Metrics and Software Development by John Hunter
  "I find looking at outcome measures (to measure overall effectiveness) and process measures (for viewing specific parts of the system 'big picture') the most useful strategy. The reason for process measures is not to improve those results alone. But those process measures can be selected to measure key processes within the system..."

Management Web Sites and Resources

• Curious Cat Management Improvement Articles by John Hunter
  Hundreds of useful management articles hand selected to help managers improve the performance of their organization. Sorted by topic including: Deming, lean manufacturing, six sigma, continual improvement, innovation, leadership, managing people, software development, psychology and systems thinking.

• Curious Cat Management Improvement Blog by John Hunter
  Blog by John Hunter on many topics to to improve the management of organizations, including: Deming, lean manufacturing, agile software development, evidence based decision making, customer focus, innovation, six sigma, systems thinking, leadership, psychology, ...

• Smarter Solutions by Forrest W. Breyfogle III
  Consultant focused on six sigma improvement with articles available on various topics.

• Center for Quality and Productivity Improvement by George E. P. Box, William G. Hunter
  Founded in 1985 by George E.P. Box and the William Hunter at the University of Wisconsin - Madison. The technical report series is one of the best online management resources with reports authors including: George Box, W. Edwards Deming, Peter Scholtes, Kaoru Ishikawa, William Hunter, Gipsie Ranney and Brian Joiner.

• ASQ Statistics Division
  Membership organization seeking to advance data-driven decision making through statistical thinking. The William G. Hunter Award is presented annually in order to encourage the creative development and application of statistical techniques to problem-solving in the quality field. Named in honor of the Statistics Division’s founding chairman.

• ASA Quality and Productivity Section
  Membership organization focused on promoting quality and productivity through the development, teaching, and proper application of statistical thinking and tools.

• Associates in Process Improvement
  Consulting firm with Provost, Langley, Norman, Moen and Nolan. Authors of the excellent: Improvement Guide. Several very good articles on variation available on the site.

• Hexawise - Combinatorial Software Testing by Justin Hunter
  This blog, by Justin Hunter, is about efficient and effective software test design strategies, including pairwise and combinatorial methods that are gaining traction in the testing community.

• Statistics for Experimenters by George E. P. Box, J. Stuart Hunter, John Hunter, William G. Hunter
  Web site for the classic book on design of experiments. Includes a search engine for statistics sites for managers.

• Management and Leadership Quotes by John Hunter
  Quotes on management, business, leadership and many related topics: innovation, problems solving, change, statistics, planning, motivation, etc..

• PQ Systems
  Software and services provider related to SPC tools. The site includes a blog.

• Life and Legacy of William G. Hunter by John Hunter, William G. Hunter
  George Box, Stuart Hunter and Bill wrote what has become a classic text for experimenters in scientific and business circles, Statistics for Experimenters. Bill also was a leader in the emergence of the management improvement movement. George Box and Bill co-founded the Center for Quality and Productivity Improvement at the University of Wisconsin-Madison. Bill Hunter was also the founding chair of the ASQ statistics division.