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Journal of Quality Technology
A Quarterly Journal of Methods, Applications and Related Topics
Volume 18, 1986 - Issue 1
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Articles

Confidence Bounds for Misclassification Probabilities Based on Data Subject to Measurement Error

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Pages 29-40 | Published online: 21 Feb 2018
 

Abstract

When test measurements of items differ from the true product values because of random measurement error it is possible to reject satisfactory items and to accept inferior ones. Confidence bounds for these misclassification probabilities are obtained, assuming that the true product values and measurement errors are independently distributed normal variates. Both joint and conditional probabilities are investigated. These probabilities are functions of the proportion of measurement error variability (relative to the total variance). Methods are presented for situations where this proportion is known or is estimated from sample data. Tables are provided to simplify the computations required.

Additional information

Notes on contributors

Robert W. Mee

Dr. Mee is an Assistant Professor at the University of South Alabama.

D. B. Owen

Dr. Owen is a University Distinguished Professor at Southern Methodist University. He is a Senior member of ASQC and is also an ASQC Certified Reliability Engineer.

Jyh-Cherng Shyu

Dr. Shyu is an actuary for American Family Life Assurance of Columbus.

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