Measurement system analysis for categorical measurements: Agreement and kappa-type indices

Jeroen De Mast*, Wessel N. Van Wieringen

*Corresponding author for this work

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

The standard method for the assessment of the precision of measurement gauges - the gauge R&R method - is not applicable for measurement systems that measure on a nominal scale. For nominal measurements, the agreement method can be used, which expresses precision in the form of an index named κ. This paper aims to provide a consistent framework for the kappa method, based on statistical modeling. The defined probability models are used to study the statistical properties of proposed estimators. Various alternative forms of κ are discussed, as well as their relationship to the so-called paradoxes of kappa.

Original languageEnglish
Pages (from-to)191-202
Number of pages12
JournalJournal of quality technology
Volume39
Issue number3
DOIs
Publication statusPublished - 1 Jan 2007

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