A Personal View of the Bayesian Controversy in Reliability and Statistics
Author:
- 1 August 1972
- journal article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Reliability
- Vol. R-21 (3) , 186-194
Abstract
There appear to be two important developing trends in reliability. One is away from the use of statistics by reliability engineers; the other is toward increased use of Bayesian techniques. One source of the latter may be disillusionment with what is regarded as classical statistics; however, one source of the former may be dissatisfaction with what has been called Bayesian statistics. The purpose of this paper is to discuss these trends and to present a personal view of the issues between classical and Bayesian statistics. The objective is to show that there is some substance to the classical statistician's opposition to Bayesian inference and that the issues are pertinent and meaningful to the reliability engineer.Keywords
This publication has 14 references indexed in Scilit:
- Approximate Confidence Limits for System ReliabilityJournal of the American Statistical Association, 1972
- Variables Versus AttributesIEEE Transactions on Reliability, 1970
- The Bayesian Outlook and Its Application1969
- Prior Knowledge, Engineers Versus StatisticiansIEEE Transactions on Reliability, 1969
- Kalman Filtering and Its Application to ReliabilityIEEE Transactions on Reliability, 1969
- A Subjective Evaluation of Bode's Law and an 'Objective' Test for Approximate Numerical RationalityJournal of the American Statistical Association, 1969
- In Dr. Bayes' Consulting RoomThe American Statistician, 1963
- Some Problems Connected with Statistical InferenceThe Annals of Mathematical Statistics, 1958
- IX. On the problem of the most efficient tests of statistical hypothesesPhilosophical Transactions of the Royal Society A, 1933
- LII. An essay towards solving a problem in the doctrine of chances. By the late Rev. Mr. Bayes, F. R. S. communicated by Mr. Price, in a letter to John Canton, A. M. F. R. SPhilosophical Transactions of the Royal Society of London, 1763