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A measure of interrater absolute agreement for ordinal categorical data

Authors :
Giuseppe Bove
Pier Luigi Conti
Daniela Marella
Source :
Statistical Methods & Applications. 30:927-945
Publication Year :
2020
Publisher :
Springer Science and Business Media LLC, 2020.

Abstract

A measure of interrater absolute agreement for ordinal scales is proposed capitalizing on the dispersion index for ordinal variables proposed by Giuseppe Leti. The procedure allows to overcome the limits affecting traditional measures of interrater agreement in different fields of application. An unbiased estimator of the proposed measure is introduced and its sampling properties are investigated. In order to construct confidence intervals for interrater absolute agreement both asymptotic results and bootstrapping methods are used and their performance is evaluated. Simulated data are employed to demonstrate the accuracy and practical utility of the new procedure for assessing agreement. Finally, an application to a real case is provided.

Details

ISSN :
1613981X and 16182510
Volume :
30
Database :
OpenAIRE
Journal :
Statistical Methods & Applications
Accession number :
edsair.doi.dedup.....bb0a8a739f34c9e48d464dc92e572b25
Full Text :
https://doi.org/10.1007/s10260-020-00551-5