Cohen's kappa statistic is frequently used to measure agreement between two observers employing categorical polytomies. In this paper, Cohen's statistic is shown to be inherently multivariate in nature; it is expanded to analyze ordinal and interval data; and it is extended to more than two observers. A nonasymptotic test of significance is provided for the generalized statistic.
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Berry et al. (1988) studied this question.
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