Teaching Statistics to Engineers

Abstract Engineers perform experiments and analyze data as an integral part of their job regardless of whether they have learned statistics. But those that have are likely to be more effective engineers. The fact that many engineers have only recently “discovered” statistics suggests that we need to reconsider our approach to teaching this important science. I report on our experience teaching engineers using an approach that integrates statistics into engineering practice. Examples of course structure and curricula for both university and professional industrial courses are discussed. Special teaching methods are presented that help engineers understand that statistics can help them solve their problems.

[1]  R. Fisher A quantitative theory of genetic recombination and chiasma formation. , 1948, Biometrics.

[2]  Conrad A. Fung,et al.  An explanation and critique of taguchi's contributions to quality engineering , 1988 .

[3]  G. Box,et al.  The Exploration and Exploitation of Response Surfaces: An Example of the Link between the Fitted Surface and the Basic Mechanism of the System , 1955 .

[4]  S. Bisgaard,et al.  The quality detective: a case study , 1989, Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences.

[5]  Robert V. Hogg,et al.  Statistical Education for Engineers: An Initial Task Force Report , 1985 .

[6]  O. L. Davies,et al.  Design and analysis of industrial experiments , 1954 .

[7]  Joseph G. Voelkel,et al.  Guide to Quality Control , 1982 .

[8]  W. Edwards Deming,et al.  Out of the Crisis , 1982 .

[9]  Lawrence E. Doyle,et al.  Manufacturing processes and materials for engineers , 1969 .

[10]  Ronald D. Snee,et al.  Preparing Statisticians for Careers in Industry: Report of the ASA Section on Statistical Education Committee on Training of Statisticians for Industry , 1980 .

[11]  Oscar Kempthorne,et al.  The Teaching of Statistics: Content versus Form , 1980 .

[12]  Cuthbert Daniel,et al.  Applications of Statistics to Industrial Experimentation: Daniel/Applications , 1976 .

[13]  W E Deming,et al.  On probability as a basis for action. , 1975, Methods of information in medicine. Supplement.

[14]  William G. Hunter,et al.  Some Ideas about Teaching Design of Experiments, with 25 Examples of Experiments Conducted by Students , 1977 .

[15]  Cuthbert Daniel Applications of Statistics to Industrial Experimentation , 1976 .

[16]  D. Cox,et al.  Theory and General Principle in Statistics , 1981 .

[17]  Neil R. Ullman,et al.  Signal-to-noise ratios, performance criteria, and transformations , 1988 .

[18]  Richard A. Wysk,et al.  Modern Manufacturing Process Engineering , 1989 .

[19]  G. Box Robustness in the Strategy of Scientific Model Building. , 1979 .

[20]  R Fisher,et al.  Design of Experiments , 1936 .

[21]  A Penzias,et al.  Teaching statistics to engineers. , 1989, Science.

[22]  Frank Price,et al.  Right First Time , 1986 .

[23]  G. Box Science and Statistics , 1976 .