Summary statistics for contingency tables | Inter-rater reliability | Nonparametric statistics | Categorical variable interactions

Cohen's kappa

Cohen's kappa coefficient (κ, lowercase Greek kappa) is a statistic that is used to measure inter-rater reliability (and also intra-rater reliability) for qualitative (categorical) items. It is generally thought to be a more robust measure than simple percent agreement calculation, as κ takes into account the possibility of the agreement occurring by chance. There is controversy surrounding Cohen's kappa due to the difficulty in interpreting indices of agreement. Some researchers have suggested that it is conceptually simpler to evaluate disagreement between items. (Wikipedia).

Cohen's kappa
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From playlist Cohen's Kappa

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From playlist Cohen's Kappa

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From playlist Stavros Niarchos Annual Lecture

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Related pages

Fleiss' kappa | Inter-rater reliability | Krippendorff's alpha | Bangdiwala's B | Intraclass correlation | Intra-rater reliability | Independence (probability theory) | Youden's J statistic | Binomial distribution | P-value | Statistical classification | Statistic | Statistics | Binary classification | Confusion matrix | Bootstrapping (statistics) | Scott's Pi