Accurate test limits using the bootstrap

by W. Albers, W.C.M. Kallenberg and R. Schmolzer.

Abstract: During inspection, mass-produced items are compared to given specification limits. The presence of measurement errors forces to set test limits which are slightly more strict. It is important to make this choice accurately: test limits which are too strict cause unnecessary loss of yield, whereas choices which are too liberal lead to consumer losses exceeding prescribed bounds. From earlier work, such accurate test limits are available. Using rather elaborate corrections, these limits have also been adapted to the often more realistic case where (some of) the underlying parameters need to be estimated. In this paper it is investigated how well such corrections can be achieved using the bootstrap method instead.

Key Words: specification limits, consumer loss, inspection

Authors:
W. Albers, w.albers@math.utwente.nl
W.C.M. Kallenberg, w.c.m.kallenberg@math.utwente.nl
R. Schmolzer

Editor: Wei-Min Haung, wh02@lehigh.edu

READING THE ARTICLE: You can read the article in portable document (.pdf) format (315625 bytes.)

NOTE: The content of this article is the intellectual property of the authors, who retains all rights to future publication.

This page has been accessed 2827 times since April 1, 2007.


Return to the InterStat Home Page.