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- W4379878503 abstract "Abstract Several measures of agreement, such as the Perreault–Leigh coefficient, the $$textsc {AC}_{1}$$ <mml:math xmlns:mml=http://www.w3.org/1998/Math/MathML> <mml:msub> <mml:mi>AC</mml:mi> <mml:mn>1</mml:mn> </mml:msub> </mml:math> , and the recent coefficient of van Oest, are based on explicit models of how judges make their ratings. To handle such measures of agreement under a common umbrella, we propose a class of models called guessing models, which contains most models of how judges make their ratings. Every guessing model have an associated measure of agreement we call the knowledge coefficient. Under certain assumptions on the guessing models, the knowledge coefficient will be equal to the multi-rater Cohen’s kappa, Fleiss’ kappa, the Brennan–Prediger coefficient, or other less-established measures of agreement. We provide several sample estimators of the knowledge coefficient, valid under varying assumptions, and their asymptotic distributions. After a sensitivity analysis and a simulation study of confidence intervals, we find that the Brennan–Prediger coefficient typically outperforms the others, with much better coverage under unfavorable circumstances." @default.
- W4379878503 created "2023-06-09" @default.
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- W4379878503 date "2023-06-08" @default.
- W4379878503 modified "2023-10-14" @default.
- W4379878503 title "Measuring Agreement Using Guessing Models and Knowledge Coefficients" @default.
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- W4379878503 doi "https://doi.org/10.1007/s11336-023-09919-4" @default.
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